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Unleashed - How to Thrive as an Independent Professional

Unleashed - How to Thrive as an Independent Professional

654 episodes — Page 2 of 14

606. Joe O'Mahoney, Helping Boutique Consulting Firms Scale Up

Show Notes: Joe O'Mahoney is a part-time professor of consulting at Cardiff University and a leading authority on the growth and sale of boutiques and small consultancies. He has spent 20 years researching consultancies and interviewing hundreds of owners and senior leaders. He has developed a growth drivers model, which includes factors like leadership quality, client relationships, and market positioning. He conducts benchmark surveys and interviews with leadership teams and clients. Joe then conducts a SWOT analysis, and estimates the valuation of the firm. He helps the owner satisfy their equity goals, and pull the levers. Joe typically focuses on two to three priorities each year to drive up the firm's growth. He shares three key factors in leadership and team management that are crucial to a successful scale up. Building a Sales Team for a Boutique Consultancy Joe explains that, in the long term, building a competent sales team is crucial for a firm's valuation. This involves promoting, training, mentoring, rewarding, and recruiting sales capabilities. A culture that puts sales first should be complemented by a competent system that listens to sales calls and introduces new hires. This will help build a pipeline of capable sales people in the future. In the short term, implementing these strategies can improve marketing efforts. It is important to consider how your value proposition is translated into marketing themes and content, as well as the frequency and visibility of these posts. It is crucial to ensure that marketing efforts are effective and aligned with the company's goals. Challenges of Scaling a Business Joe discusses the challenges of scaling a business, particularly for those with a two to 3 million revenue mark. He suggests that firms need to focus on their signature service, which is high value, high growth, and can cross-sell. Marketing algorithms reward clarity in these areas, leading to better value propositions, marketing, and themes. This clarity allows firms to build intellectual property (IP) and increase margins. Once sales, project margin, or EBITDA are reached, firms can decide on additional products to sell alongside their existing offerings, such as parallel products, cross-selling services, or follow-on services. By building a logical sequence of events, firms can achieve high-quality revenue. The Importance of IP in Scaling Consulting Firms Joe shares an example of a firm that focused on a manual approach to cloud consultancy. However, when breaking down their service lines by revenue, the company realized that they should change their focus. In terms of branding and content, Joe explains that buyers are interested in the past growth, future growth, and margin of the firm, but they also want a marketing machine that generates clients, and an architecture of sales that generates high-quality leads. Joe explains that IP is a top priority for buyers, including the quality of the leadership team. This includes delivery IP, marketing IP, thought leadership, website design, and content. LinkedIn is an interesting example, as due diligence is starting to reveal its influence on a firm's success. Valuation and Growth Trajectory Valuation is a crucial factor for buyers and private equity, as they are interested in the future value of the firm. A healthy growth trajectory is essential, and a machine that can push up the multiple is preferred. Joe explains that it is often better to focus on building the architecture that will allow you to improve your multiple, rather than focusing on increasing your profit margin. This can be achieved by implementing a PSA system, CRM system, training people, and building out IP. However, it is difficult to drive up the multiple quickly, as everyone is talking about margin all the time. It is important for buyers to consider the firm's potential for growth and profitability before making a decision. Joe talks about the EBITDA and how it should be approached. The conversation turns to the treatment of owners' compensation and how it is recalculated during the sale process. He explains that if a board member is preparing a company for sale, Joe's fee is taken out, and if a founder is paying themselves in dividends to improve profits, the EBITDA is adjusted accordingly. Employees and Recruiting Talent for Boutique Consulting Firms Joe discusses the importance of recruiting and training employees to provide better value to clients and charge more. He suggests that consultancies operate in two markets: the market for clients and the market for employees. Boutique consultancies often struggle to recruit decent consultants due to the lack of brand recognition and value proposition. To attract the right people, consultancies need to have a clear value proposition for both clients and employees. This includes a clear cultural side of the company, clear values, and clear due diligence rules. The architecture behind this includes competencies, promotions, tra

Apr 28, 202541 min

605. Chris Freeberg, Building deck.support, which brings MBB-tools to GSlides

Show Notes: Chris Freeberg is the co-founder of deck.support, a company that brings some of the best tools for PowerPoint into Google Slides. Chris and cofounder Dimitri Limberopoulos recognized the need for increased functionality in Google Slides as more companies were switching from PowerPoint to Google Slides but wanted a larger variety of tools and functionality for projects. deck.support was launched last month in the Google workspace marketplace as an extension to Google Slides and provides a wide range of tools to increase creativity and functionality that are available for PowerPoint. deck.support is an affordable and essential tool for those who prefer working in Google Slides for client or collaboration reasons. An Introduction to deck.support deck.support lives within Google Slides and Chris demonstrates how to access the extension. He discusses the use of deck.support which offers various formatting shortcuts and alignment tools. These tools allow users to quickly align images, columns, and objects, and automatically resize them for better alignment. deck.support Objects and Templates Tutorial Chris explains how to use objects and templates. Objects are text and graphical elements that can be inserted onto a page, such as three-step process wheels or four-step process wheels. Templates are more elaborate versions of layouts. Templates can include a table of contents, detailed agenda, context, findings, matrix, BFA, call out, box prioritization, traffic light, slide, Harvey Ball, timeline, slide, customer funnels, and more. The founders have tried to replicate the visual languages used in their slides. The collection of templates, key actions, deliverables, and hypotheses is a complete list of 90% of the standard slide designs used in consulting projects. deck.support for Project Goals and Objectives The project also includes charts with more numerous charts to explore the project's goals and objectives. The goal is to provide a more engaging and effective presentation for clients. They have built a roadmap of 10 different chart types to start with, aiming to bring a high level of precision to Google Slides. AI is another feature which allows users to prompt the AI to read a slide and add finishing touches. This is an integration with Open AI, which will look at a slide and add specific notes to the speaker notes at the bottom. The AI suggestions launched at the bottom of the slide include a more action-oriented or informative headline that concisely summarizes the benefits of deck support. deck.support and the Golden Age of Entrepreneurship Chris discusses the importance of remembering who the audience is for a slide presentation to ensure clarity and comprehension. The process of building the tool involved a quick analysis of the potential of Google Slides, and hiring a developer with expertise in Google Apps Scripts. The augmented intelligence provided by AI tools allowed him to understand the process of development and make informed decisions. Chris believes that AI is a gold standard in the field of entrepreneurship, as it provides a demystification of the process, making it easier and more enjoyable for the audience. He also mentions the importance of considering the audience's needs and the potential for advancements in the field. Chris and Dimitri built a roadmap using PowerPoint and AI to understand the purpose of their software. They were guided by 17 years of BCG experience and were familiar with existing tools and their limitations. Developing, Testing, and Pricing deck.support Chris discusses the development process of their product, which took about six months. The first step was identifying how to communicate what they wanted in terms of tools and functionality, and identifying the limitations of current tools on the market. They used chat GPT to evaluate different jurisdictions for incorporation, such as Delaware, Ireland, Dubai, and Singapore. They landed on Singapore, as it was the best place for two international people selling software. Chat GPT helped them evaluate different options and run simulations of fees, given different revenue levels and currency flows. Each section of the tool became its own block, and they tested each one before launching it in the App Store. They learned that the most valuable aspect of the product was the user-centered approach and understanding how it would be used and integrated into workflows.They currently offer the product for free on the Google workspace marketplace, but the alignment tools will be paid for. The core version of export will have an annual fee of $50 per year, and charts will be an additional feature that people can pay for. The pricing for charts is currently around $300 a year, and efficient elements will be around $100 a year. The overall value of the product is expected to be around $150 a year for charts. AI Tools for PowerPoint The conversation turns to AI tools for PowerPoint and their potential to create specific slid

Apr 21, 202541 min

604. Stephan Meier, Author of The Employee Advantage

Show Notes: Stephan Meier, a professor at Columbia Business School, is the author of the book "Employee Advantage." He teaches the business strategy core class, which is required for all MBA students. Stephan also teaches an elective on the future of work, focusing on how treating employees and labor interacts with technology and business strategy. Stephan conducts international trips to African countries, such as Ghana, South Africa, and Kenya, to provide students with international experiences and perspectives on businesses, strategy, and different environments. His focus is on putting workers first to help businesses thrive. The conversation turns to Stephan's book and the concept of the workplace and business strategy. He mentions how the pandemic brought the workplace under the spotlight and technology use ramped up, while at the same time, Stephan was teaching a class on the Future of Work. The conversation turns to the concept of putting workers first as a key element of business success, and how the business language reveals the mode of managing the employee base. This outlook has led to a large divide between employee and employer. According to Gallup surveys, about 65% of Americans are not engaged at work, and this number is even higher worldwide. Stephan also talks about customer centricity and how employee experience is crucial for both innovation and customer satisfaction. The Employee First Approach Stephan cites Jeff Bezos, and Amazon as examples of organizations that prioritize employee satisfaction. Amazon's CEO Jeff Bezos believes that learning from dissatisfied employees can lead to continuous improvement and better business outcomes. This mindset is also seen in other industries, such as Costco in the US, which provides clear career paths, communicates clearly, and promotes internally. DHL Express, for two years in a row, was named the best employer in the world on the best workplaces in the world list for two consecutive years. They put employees first because they realized that turnover is terrible and happy employees are more engaged and leads to satisfied customers. They changed aspects of communication, listening, training, and career path within the organization, leading to financial success. How the Employee/Customer Centric Approach Wins Stephan discusses the importance of treating employees well and putting them first at the margin when making trade-offs. He talks about Starbucks, where the company's customer-centric approach has led to a loss of a customer-centric environment. He talks about how this could be improved. Stephan also emphasizes that both customers and employees are critical stakeholders that create value within the organization. Companies that prioritize their employees are more likely to be successful. This is because they have a strong focus on competence, which is encouraged by offering the right tasks that push employees optimally. This is crucial for motivation and retention, as people often leave organizations when they don't learn anything new. How Successful Companies Prioritize Employees Stephan states that companies strive to differentiate through a customer-centric approach, but he goes on to explain that the employee-centric and the customer-centric approach are often interchangeable. He offers examples of companies that prioritize their employees including Costco, DHL Express, and MasterCard. Microsoft uses an AI-powered tool called Unlocked, which allows employees to choose projects they want to participate in and matches them with opportunities within the company. This approach not only improves the internal market but also creates a better experience for employees. Companies like KKR, which invest heavily in portfolio companies, implement ownership programs, which give employees stock options as a start. To differentiate between companies that prioritize their employees, companies should consider metrics such as engagement level and turnover rates. By focusing on these early indicators, companies can better understand their commitment to their employees and work towards creating a healthy workplace culture that leads to productive and engaged workers. How to Build an Employee-centric Workplace Stephan suggests that companies should start by focusing on what they do with customers and how they do it with employees. They can use ideation workshops to understand customer needs and differentiate themselves from competitors. For example, Eli Lilly applied customer journeys to employees, focusing on their experiences and moments that matter. This approach helped them get more people promoted and had a significant impact on their business. Stephan recommends designing workshops to help employees think about ideas and motivations, as well as redesigning processes and procedures within the organization. By doing so, companies can better understand their employees' needs and preferences, leading to a more engaged, productive, and innovative workforce. Times

Mar 17, 202528 min

603. Dori Yona, Founder of Simple Closure, How to Shut Down a Business

Show Notes: Dori Yona, founder of Simple Closure, explains the process of shutting down a company. The process is painful, manual, and bureaucratic, with an average time of nine to 12 months. It can cost companies thousands of dollars or even hundreds of thousands of dollars in fees. Many companies end up doing it incorrectly, leading to fines and penalties. The Multiple Moving Parts of a Business Shut Down Dori explains that the main difficulty in shutting down a company is the coordination of multiple moving parts, such as the state of incorporation, IRS, lawyers, accountants, payroll provider, vendors, service providers, investors, payroll, and state departments. The average shutdown for a venture-backed company has about 95 moving parts, and if any of them are missed or not done correctly, the process can drag on and on. First Steps in Shutting Down a Business Dori talks about three typical approaches for a shutdown of a firm, which they categorize into three main "buckets". The first bucket is companies that reach out six to nine months before they need to shut down, as they are running out of cash and trying to raise another round or convince existing investors to invest more in their company. They want to be ready for what happens if it doesn't work out, so they reach out to the Simple Closure six months before to discover what the process involves. Dori mentions the Shut Down calculator his firm developed and put on their website to help business owners work through costs and assess the time they have left before going into the red and complicating the shut down. Bucket number two is when companies decide to shut down immediately, need quick media advice, need help presenting to the board, or with winding down the business. Bucket number three is when companies have shut down operationally six months or a year ago but never dealt with properly winding down the business. They may face penalties, fines, and liens on their personal property due to improper actions. The Financial Reality of Shutting Down a Business Dori emphasizes that it is not easy to walk away from a company, as it can come back and haunt the owner(s). He explains that while a corporate entity is there to protect board members, investors, and founders, if certain things are not done properly, it can pierce the corporate veil, making the board and founders personally liable and potentially sued. The most common issue is wages, where an employee is owed wages and has not been paid. Companies should make sure that the proper winding up process is done to avoid loose ends and potential lawsuits from stakeholders, such as vendors, investors, state departments, and payroll departments. Dori also stresses the importance of considering investors during the shutdown process. Payroll Providers and the Shut Down Process A company's shutdown process involves understanding the number of employees it has and how to properly shut down them. Dori uses a typical seed stage company as an example. This type of company usually has around 15 to 20 employees at its peak, with a few founders and one more engineer or person. To properly shut down the company, it is crucial to know who is currently on payroll, whether full-time or contractors, and how many employees the company had at its peak across different states and locations. Most startups use payroll providers, but they are not good at shutting down payroll accounts. When a company shuts down, they terminate the relationship between themselves and the payroll provider, this does not mean the payroll provider has closed down all accounts in all states. To help close out all accounts and notify all states, companies should ask for the HRIS census, which provides background and history of employees. Analyzing this data helps determine who is a past employee versus an active employee. The discussion explores the issue of 1099s for companies that are about to shut down, such as those in the US. Dori explains that the ultimate goal is to close out all accounts and notify all states, as every state operates differently and how to shut down accounts for active and non-active employees, and contractors. Technology that Automates and Scales the Shutdown Process The goal of Dori's company is to build a technology solution to automate and scale the process of closing out payroll departments. The company aims to be the TurboTax shutting down platform, providing a platform for companies to easily close out their payroll departments. He mentions that the company has built automations to automate various processes, such as faxes, phone calls, emails, and online forms. However, there are many AI solutions available today, such as outbound SDR and AI calls that can call in and provide basic account information. The company's goal is to develop a platform that allows companies to easily close out their payroll departments and help streamline and automate the process. Dori also talks about shutting down repeat services s

Mar 10, 202541 min

602. Jacob Bank, Founder of Relay.app, No-code AI Agents

Show Notes Jacob Bank, founder and CEO of Relay.App, talks about the rise of AI agents, a type of chatbot that can work on your behalf in the background. He explains that AI agents can perform tasks similar to junior-level employees or interns. How AI Agents Work An example of an AI agent working on your blog post is Chat GPT, which can automatically draft a blog post about a new recipe. The agent may ask for feedback and then publish it for you. This makes AI agents less of a thought prompt partner and more like an intern who takes on a mission on your behalf. There are two ways AI agents can take action on your behalf: making direct computer calls called API calls, or controlling your computer. API calls allow agents to make direct connections with tools like Salesforce, Calendly, Microsoft Teams, Google Calendar, and HubSpot. The second approach involves the AI controlling your computer, i.e., constantly looking at the screen and clicking buttons on it. Relay.App focuses on business productivity applications and automated calls, so it cannot log into your bank and perform actions on your behalf. However, a tool using the computer use capability would need two factor authentication and captcha. AI Agent Interaction: Solutions and Problems AI agents can interact with any website or tool that has an API, such as email browsers, CRM systems, and business productivity tools. There are three categories of AI agents: APIs, which perform tasks on a computer screen, AI in-built capabilities, and capabilities in reasoning. One problem AI agents need to solve is how they interact with their tools, such as reading and writing data from Salesforce, and how they can do this either via an API or by controlling the browser. Additionally, AI agents have the ability to extract information from PDFs, translate language information, turn text to speech, create videos automatically, and browse the web and do research. Three Models of AI Agents There are three models of AI agents to keep in mind: one class is a tool like relay.app, where the tool comes on your cloud or services, and interacts with things, while another class is a tool owned by the customer or freelancing agents. Models to consider when building AI agents: pre-built AI agents, which are commonly used in customer support tools, custom AI agents, and freelancing agents. These models are designed for specific vertical use cases and can be hosted on a platform or servers. AI agents can interact with various tools and platforms, including email marketing tools, CRM systems, and cloud-based versions of Microsoft tools. They can also perform tasks such as transcription, summary notes, and internet research. Customer Service Agents Customer service agents can be trained on a company's knowledge base. These agents can take various actions, such as replying to emails, triggering password reset emails, or issuing refunds. There are three main types of customer support agents: pre-built agents for specific use cases, custom built agents on easy-to-use platforms like lyndee.ai, relevance.ai, and Zapier, and engineers building their own agents using developer-focused frameworks. There are two options for building agents: one that interacts with APIs, and another that almost takes over your desktop. The fully browser-based approach is less reliable and predictable, but API-based approaches provide clearer guardrails for the agents. Common Use Cases for Relay.App The most common use cases for Relay.app include email handling, calendar management, customer interaction and relationship management, and marketing content creation. Email calendar management involves extracting information from emails, summarizing PDFs, forwarding them to others, drafting or applying to emails, labeling them, and archived emails. Personal productivity use cases involve managing emails, scheduling meetings, and reminding people to RSVP. Customer interaction and relationship management involves researching prospects, sending personalized emails, creating contracts, and reviewing support tickets. Marketing content creation involves creating life cycle marketing campaigns, blog posts, LinkedIn posts, and Twitter posts. These are the big three use cases for AI agents. However, there are also a wide range of businesses with different bespoke use cases, so they can build AI agents to do custom tasks. AI Agent Meeting Prep Jacob shares the step-by-step process to using the AI agent. The agent will help prepare for meetings by providing information about the person they are about to meet. The next step is to add a trigger, which is what happens in the outside world that causes the agent to wake up and start working on our behalf. The trigger can be based on an event in an application or on a scheduled basis. In this case, the trigger will be when an event is upcoming in Google Calendar. The agent will then be able to check if any changes in the person's calendar are made and reschedule the meeting. The AI a

Mar 3, 202537 min

601. Nikola Lazarov, Co-Founder & CEO at Eilla AI

Nikola Lazarov is the co-founder and CEO of Eilla AI, a tool that provides AI workers for private market intelligence. Nikola is an AI engineer who started his career at a London-based hedge fund, Marble Bar Asset Management, where he worked as a quant. He realized the value of AI in structuring unstructured data for private companies and decided to start a company almost three years ago. What Eilla AI Does While Nikola mentions that their target clients are investors and investment bankers, Eilla AI's tool does various tasks, such as finding competitors, analyzing their USP, target market, and financials. It also offers a solution for finding comparable transactions and conducting valuation reports. By searching for similar companies, it can determine their multiples, revenues, and valuations. The tool collects data from various data providers, including CrunchBase Zero and PitchBook, and scrapes it on its own. One of the most exciting solutions offered by Eilla AI is finding comparable transactions and doing valuation reports. This involves finding similar companies, analyzing their financials, average multiples, and what is driving these valuations. The tool automatically gathers and compares the data, providing valuable insights for startups, investors, and investment bankers. How Eilla AI Works The conversation turns to how it works. Nikola talks through using the software and explains the visuals on the screen, which includes tabs such as company, profile, competitor, research, buyer, selection, investment highlights, key questions, risks and mitigates, and a one-pager. The company profile page provides a consolidated set of information about the company, including its headquarters location, number of employees, founding status, total raised, and last transaction. The company description, industry, problem solved, key team members, funding, product, clients, business model, digital intelligence, and news are all included. The platform is similar to CrunchBase and other data aggregators, but it aggregates data from various sources, such as LinkedIn, their website, CrunchBase, and Capita. The platform also offers footnotes for each piece of data, allowing users to hover over it to see the source of the information. The platform also provides information on the website traffic, such as the source and the number of followers. Aggregating Data from Various Sources Nikola explains how the tool works using competitor research as the example to find the closest competitors to Payhawk. He explains that this process saves time and helps save time by aggregating data. However, what differentiates Eilla AI is what happens on top of this aggregated data. It uses a proprietary database of in-depth product information to gather information from over 7 million companies, ranking them based on funding, cat count, and other factors. AI is used to determine the number of competitors and similar companies. A Vertical View of Information Users can select a few companies to dive deeper into, and a vertical view allows for a comparison table. The table includes company name type, description, product description, headquarters location, team, year of founding, last round of funding, status, ownership status, detailed offering, unique selling proposition, and target market. The information is organized in a way that would take weeks to pull together. Users can use the vertical view to see the companies side by side. The platform also includes green dots on product descriptions to indicate high similarity and source information. This tool is unique in that it not only provides data but also replicates the workflow of competitor research. It offers insights such as a SWOT analysis on the strengths, weaknesses, opportunities, and threats of Pay Hawk versus its competitors. Product and Services The platform also includes a Products and Services tab with bullet points around PayHawk versus its competitors. Each product has a footnote where users can click to see the sources and scroll down to understand the differences between the two companies. Nikola also mentions the upcoming release of Cap IQ Financial, which includes important information like revenue, beta, valuation, and financials. The buyer selection tab is particularly interesting, as it shows all similar companies to Payco, including acquisitions and mergers. These companies are split into potential strategic buyers, competitors, and financial buyers. The tool also highlights the similarities between Pay Hawk and other companies, such as Visma and Instant, a platform that automates control for secure payments and trustworthy suppliers. The platform also assesses the financial capabilities of the company to buy companies like Payhawk. Eilla AI Features Nikola explains that the platform aims to replicate the workflow of investors and investment bankers by breaking down complex workflows into simpler steps. This is done by breaking down data from various sources, such as d

Feb 24, 202525 min

600. Jeff Sinclair, The History of the Operations Practice at McKinsey

Jeff Sinclair, a senior global leader at McKinsey, discusses the history of operations at the firm. The firm was initially known as a strategy firm and did some organization and marketing work. However, in the 1980s, clients began to draw more attention to operations, particularly in the automotive industry in Europe and North America. Operations became a strategic function for automotive OEMs and part suppliers, as they needed to serve their customers with high quality, cost-effective, and operationally effective services. Operations Practice at McKinsey When Jeff joined the firm in 1981, there were about 500 people in the firm. Today, it is estimated that there are 40,000 people worldwide. The firm started building its operations capability in the 80s by recruiting people with specific functional expertise, particularly in manufacturing. They started hiring people from Toyota Supplier Support Center, and creating a well-defined career path within the firm, which is the specialist path or expert path. The operations practice was at the leading edge of other functional practices, such as marketing, market research, and organization. However, the firm had to create new career paths, which led to many iterations of the expert path. The firm had to continuously improve how it recognized and understood their contributions beyond the traditional generalist path. Bureaucratic Maneuvering in Creating a Career Path Jeff discusses the transition from a strong culture to multiple career paths within McKinsey. He explains that this change took about 18 years and was driven by the firm's strong culture and the willingness of senior partners in positions of power to help navigate the new path. As employees advanced in the firm, they had to develop relationships with senior executives, which led to ongoing opportunities to serve them. This made it difficult for experts to fit in and develop new service lines and ways of thinking about problem-solving. The firm struggled to recognize the contribution of subject matter expertise to their ability to serve clients and give them credit for developing new service lines and ways of helping clients execute more effectively. Experts were used on projects in a mixture of subject matter expertise, consulting director roles, and full-time execution people. The Evolution of Consultants at McKinsey The firm gave some of the personnel role responsibility to the functional practices themselves, hiring lean manufacturing or supply chain experts into the practice. They would take over the personnel development role, evaluation of performance, counseling, and coaching on how to evolve these new career paths. Over time, the firm recognized the high value added contribution of functional practices and expanded its service to clients. While there is still a tension between generalist and specialist paths within McKinsey today, it has improved significantly. Bob Sternfels, the managing director of the firm, was a functional practice leader who recognized the level of contribution of functional practices and grew the career path within the firm. McKinsey's Expansion into other Industries The firm's operations practice evolved from a dominant career path of the generalist partner to a more diverse range of ways of delivering value for clients. The firm initially faced resistance from some office leaders who believed that the new approach would lead to professional suicide. However, over time, the firm embraced the idea of having multiple functional practices, including the operations practice. In the 90s, McKinsey expanded its service to healthcare providers, which led to the growth of the operations practice. This led to the development of Lean principles, such as the Toyota Production System, which were applied in various industries, such as healthcare, consumer goods, and banking. These principles allowed the firm to create real value in areas where people didn't expect it. One example of this transformation is the expansion of the healthcare practice into other industries, such as consumer goods and banking. This allowed the firm to draw in functional expertise from other industries, such as manufacturing and supply chain management, which allowed them to create real value in these areas. The McKinsey Impact Jeff talks about the impact of McKinsey's operations practice on various industries in America. McKinsey has contributed to changes in healthcare operating theaters and hospitals, and even hospitals that didn't work with McKinsey may have learned from their projects. Jeff emphasizes the importance of a partnership within the firm, as it takes many people to make things happen. He believes that McKinsey's strengths lie in its ability to nurture the capability to grow and work with industry practices to deliver functional capabilities to clients. The McKinsey Framework The firm organized itself to develop partnerships with industry practices and work in the wholesale fashion, and working i

Feb 17, 202551 min

599. Anne-Laure Le Cunff, Author of Tiny Experiments: How to Live Freely in a Goal-Obsessed World

Show Notes: Anne-Laure Le Cunff, author of Tiny Experiments and founder of Ness Labs, shares her approach to understanding her own life and why she does things the way she does. Anne-Laure explains that self anthropology is a powerful tool for problem-solvers and doers to understand their own lives and prioritize their priorities. By embracing uncertainty and turning it into curiosity, individuals can overcome procrastination and achieve more in their lives. She emphasizes the importance of self-anthropology in helping people become anthropologists of their own lives by observing themselves throughout their daily lives and asking themselves why they are doing things the way they do. This allows them to understand what is happening right now before planning for the future. Overcoming Procrastination with Curiosity One example of how self-anthropology can be applied to procrastination is by focusing on the problem with curiosity rather than trying to beat it. Procrastination is often seen as a signal from the brain and body that something is not working for you right now. By approaching procrastination from a place of curiosity, individuals can learn useful things from it. By identifying the problem, learning more about it, addressing it constructively, and seeking mentorship, coaching, and the right tools, individuals can design tasks in a more fun and enjoyable way. This approach allows individuals to move forward and get unstuck from the pressure to beat the problem. Anne-Laure explains that self-anthropology is a powerful tool for problem-solvers and doers to understand their own lives and prioritize their priorities. By embracing uncertainty and turning it into curiosity, individuals can overcome procrastination and achieve more in their lives. A Framework for Overcoming Procrastination The conversation turns to the effectiveness of a framework that treats procrastination with empathy, and overcoming procrastination by asking questions and experimenting with different approaches. This approach can be applied to various challenges, such as managing anger, managing health, and examining patterns in emotions and anxiety. Journaling is a great tool for reflecting on experiences and understanding the root causes of issues. Journaling is a mindfulness practice that allows for non-judgmental observation and self-anthropology. By taking notes about thoughts, emotions, and behavioral patterns, one can ask questions about why they happen, what could be different, and what new approaches or ideas could be explored. Regular reviews of journal entries can help identify patterns and changes in one's life, which can help in dealing with challenges in the present moment and providing material for future reflection. Tiny Experiments and Atomic Habits Anne-Laure discusses the concept of making PACTs and how they can be used in conjunction with habits. PACT stands for Purposeful, Actionable, Continuous, and Trackable and they work well with habits. Atomic habits involve building habits by making tiny experiments with specific durations and outcomes. A tiny experiment is a type of PACT that involves choosing one action and a specific duration to collect data. The main difference between a tiny experiment and an atomic habit is that the experimenter withholds judgment until the data is collected, allowing them to decide if the habit is beneficial or not. The main difference between a tiny experiment and an atomic habit is that the experimenter withholds judgment until the data is collected. This allows them to determine if the habit is beneficial and if it is something they want to continue with in the future. Anne-Laure also discusses the importance of reflection in small experiments, as it helps individuals identify what they enjoy and what they should continue with. Anne-Laure suggests aligning the data with the measures of success at the end. She suggests tracking internal and external signals, such as mood, heart rate variability, stress, or sleep score, and collecting quantitative data through journaling. The Power of Learning in Public Anne-Laure also emphasizes the importance of learning in public, such as announcing the experiment to others and building accountability. This can be done through social media, WhatsApp groups, or even with a few friends, or even just one accountability factor. She stresses remembering that dips in motivation are also important signals. If you notice procrastination or dreading, you can observe those responses and behaviors and try different things the next day. She explains how to keep going, noting any days where you missed it, and then trying something different the day after. If you find yourself bored or unable to stick with the experiment, you can either pause it and go back to designing a different version or consider that you have collected all the necessary data for one version. Additionally, success for an experiment is learned even if it is discarded, as it has allowed you to

Feb 10, 202543 min

598. Harsh Sahai, AI-powered Due Diligence

Show Notes: In this episode of Unleashed, Will Bachman interviews Harsh Sahai, CEO and co-founder of Bridgetown Research, a company that has built an AI tool and he talks about it in this episode. Harsh previously worked at McKinsey, where he focused on commercial due diligence. He also ran a machine learning lab at Amazon, where they researched sequential decision-making algorithms. AI Pricing Algorithms and Convex Optimization Harsh talks about his work at Amazon where main use cases were pricing products, as people tend to remember old prices and make decisions based on what they remember. For example, planning the sequence in which to launch products or introducing new shows on Prime Video could be done in a multi-step planning process. Harsh talks about his background in convex optimization, which is a mathematical model that can be used to represent various outcomes. Convex optimization is often used to model price versus volume, and it helps in making more sequential decisions for more than just pricing. Bridgetown Research Explained On founding Bridgetown Research, many of Harsh's former colleagues joined him in the mission to build tools for the consulting industry and more. Bridgetown Research developed a platform that automates data collection and analysis, allowing them to curate these analyses and deliver value to clients. The firm developed software products that can conduct interviews at scale at a fraction of the cost, run 300 common analyses, evaluate approximately 10 decisions, and work alongside clients to build interactive documents. The firm primarily serves investors in the software industry, similar to McKinsey due diligence. Automating Consulting Groundwork They use AI agents to conduct interviews, breaking down high-level questions into sub-questions that can be answered by the AI agents. The agents then map the best sources of data for each analyze, such as Gartner or Forrester, and compile secondary research. The AI agents are integrated with a few expert networks, which they recruit on the company's behalf. They have a fully adaptive conversation, similar to a consultant's conversation, and then parse out the analysis to answer the main questions. The cost of these interviews is lower than a normal human-to-human interview because they can do it on their own schedule. Harsh also discusses the benefits of owning a research platform for consultants. They have researched this topic extensively and have 1000 interview transcripts of both people who hired a consultant and like consultants. The platform offers voice-based conversations, text prompts, and interactive screens for additional context. Using AI Agents in Surveys The AI agent in the discussion is similar to a traditional survey, but it allows users to answer questions directly on their screen. It can also embed multiple choice or ranked sorting questions, and can follow a different chain of questioning depending on the user's response. The agent constructs a hypothesis based on secondary research and uses adaptive questions to collect enough data to either prove or disprove these hypotheses. If it disproves the hypotheses, it goes back and looks at all transcripts to come up with new hypotheses and start collecting more data. One of the reasons for the cost efficiency is that, unlike regular surveys, the AI agent doesn't ask the exact same questions, reducing the length by about 20 to 25% once statistical conviction is reached. This flexibility allows for discounts from the person taking the interview, as it's extremely convenient for them. Examples of AI Agent's Responsiveness The agent's responsiveness works by comparing the user's responses to previous answers, such as asking about the main reasons they chose a particular software versus another. The agent then moves on to the next question based on the user's response. Harsh offers a few examples and verifies that the agents have received positive feedback from experts who are willing to interact with the voice agent, but they also interviewed people with slightly different profiles than consultants at McKinsey. More Information about the AI Tool The AI tool used in this discussion is a work in progress that aims to provide insights into competitor archetypes and their strategies. It is designed to be more efficient than traditional human interviews, as it can gather data from mid-tenure professionals and frontline users closer to the business operations. This approach allows for a more comprehensive understanding of the business, reducing the need for frequent human interviews. The tool is fully scalable, allowing for 100 interviews in three days, which is the time it takes to recruit individuals rather than the time it takes to interview them. This allows for the creation of compelling projects within a week. Before the interview phase, the AI tool asks a set of questions and breaks them down into sub hypotheses. The tool then constructs sub questions to explain variou

Feb 3, 202549 min

597. Jim Ettamarna, A Framework for Commercial Excellence

Show Notes: Jim Ettamarna, a renowned expert in commercial excellence, defines it as incorporating commercial efficacy and efficiency. He believes that there are two key branches to drive down in this area, and it holds tremendous potential for clients and organizations. Jim's framework for commercial excellence is value creation, which involves understanding market demand, go-to- market models, market growth, and demand trends with a focus on each specific industry. A Six Sigma Lean Framework Jim uses a lean framework, starting with Six Sigma, to standardize the right work and ensure associates and employees are conducting the right activities and behaviors. He also emphasizes the importance of systems in psychology in commercial results, as it helps design standardized systems for onboarding talent, enhancing team engagement, and engaging with customers. In sales, motivation is crucial, and the human element of having a team is essential. However, dealing with complex buying processes can be challenging, so it is essential to tune processes and approaches to the specific needs of the customers. A Go-to-market Model The go-to-market model is a linkage between strategy and execution and commercial excellence. It should be tuned for the company's strategy and the strategic context. For example, a $300 million middle market private equity-backed company serving the Durable Medical Equipment market that sold to 5,000 independent organizations and specialty retailers. The company had to strategically think through market growth, accounts to capture, and the buying cycle for customers. To drive efficiency and effectiveness, the company had a set of building blocks, including an online component, independent sales reps, an inside sales team, and specialty sales people. The strategy piece involved determining what would drive value, growth, renewals, base volumes, and pricing. The go-to-market model was designed around these building blocks, and commercial excellence was driven by optimizing these aspects. Components of Commercial Excellence Jim discusses the importance of breaking down commercial excellence into various components, including channels, sales operations, content, and management systems. He emphasizes the need for segmentation at the top level to understand what will drive value and optimize the go-to-market model for the business. Within this model, he suggests ways to optimize each element, such as sales enablement, which includes training, scripts, and engagement strategies. He also emphasizes the importance of benchmarking and understanding the nuances of sales teams. He shares an example of a furniture retailer where he worked with 2500 full-time employees and 1000 part-time employees. The performance of the company was analyzed using Pareto curves, but some outliers were more successful than averages. To replicate these outliers, he spent time in the field with the best sellers and identified their backgrounds and profiles. He also highlights the importance of identifying B+ and A minus players and setting them as standards. The A plus players are often unique individuals that can be difficult to replicate, but they can still learn from them. Segmentation is crucial in understanding customer nuances. Value Mapping and Needs-based Segmentation In the past, value mapping and needs-based segmentation were crucial for designing sales teams and engaging with customers. This was particularly important when selling software into hospital systems, where hospitals may make localized decisions or have a system or GPO that drives these decisions. The CIO or clinical or nursing professional may specify the solution, and the CIO and finance will negotiate it. Jim cites a case where a big client involved segmenting the market and designing selling approaches based on how customers operated and how they bought. This involved investing in customer success research, conducting field interviews, and conducting surveys to understand their usage of the product. The consultant rolled out five archetypes and profiles for four segments, which were then rolled into product development and product teams. Different teams focused on different segments, such as geographic, size, SMB, or enterprise, and focusing on needs-based and purchasing behavior-based segmentation. The go-to-market model was designed around these archetypes, with territory design considering geographic, size, SMB, or enterprise boundaries. There is no right or wrong answer to this, but it is essential to consider these factors when designing the go-to-market model. This approach helps to understand the value in use and what drives value for customers. Diagnostics and Metrics The conversation turns to commercial excellence in organizations, particularly in B2B industrial or SaaS sectors. Jim emphasizes the need for a diagnostic assessment to understand opportunities and challenges. A diagnostic should focus on input and output metrics, such as sales r

Jan 27, 202530 min

596. Bart Sayer, Looking Beyond the Mirror: The Business and Science of Beauty.

Show Notes: In this episode of Unleashed, Will Bachman interviews Bart Sayer, an expert on the beauty industry. Bart worked for nine years at the Estée Lauder Companies, most recently as the International General Manager for one of its largest brands, Clinique, managing the $1B P&L. Previously, Bart was a partner at Booz & Company (now Strategy&, part of PwC), focused on strategy and commercial transformation in the Consumer & Retail sectors. The conversation focuses on understanding the structure of the beauty market and the main drivers of value creation. The Beauty Industry Explained Bart explains that the beauty industry is divided into four main categories: skincare, makeup, hair, care, and body. The market is divided into luxury and mass segments, with luxury beauty expected to grow between six and 8% in the foreseeable future. Taking the example of the United States, mass brands are more likely to be found in drugstores, such as Walgreens and CVs. Premium brands are more available in department stores or specialty multi, such as Sephora and Ulta, and a third channel being direct to consumer. At Estee Lauder they believed that distribution defines your equity, so prestige brands are careful about where they appear, hence the careful consideration and strict conditions associated with entering a channel like Amazon. Looking beyond the NA market, Travel Retail has been an important growth vehicle for luxury beauty brands over the past decade, though this growth has tempered in the past few years. Future growth of the beauty industry will remain defined by its two largest markets, the United States and China, while up-and-coming middle market countries will also represent attractive opportunities (e.g., India, Mexico, Brazil). Manufacturing, Testing and Ingredients The ingredients in mass and prestige products can differ in terms of the scarcity or rarity of the actives, including use of proprietary ingredients and formulations. Formulation philosophies vary widely across different entities. Many brands, for example, put extra protections in place to ensure product safety for sensitive skin and/or to conduct rigorous allergy testing. Bart discusses the importance of clinical testing in product and research development, highlighting that it is a high barrier to entry for indie brands. He also discusses the evolution of more nimble production models, including the prevalence of contract manufacturers that can manufacture the latest ingredients and bespoke formulations in quicker and more cost-effective ways than many of the brands themselves. This approach is not binary, as L'Oreal has over 40 different manufacturing facilities worldwide. Before leaving the manufacturing discussion, Bart quickly hit upon another topic, that of the evolution to more earned media-led marketing models, whereby companies seize organic market buzz before amplifying these messages with paid media. Local vs. Global Adaptation The concept of local versus global adaptation is crucial in the beauty industry. Brands must find a locally relevant articulation of their brand essence. Large media companies often have global ambassadors who can speak for the brand, but if a local face is not available, the brand may not get the traction needed. To succeed, brands must be more reactive to local market trends, deploying local influencers, tailored messaging and selecting locally relevant forums for generating PR, both online and offline. Indie and Newer Brands The conversation turned to the shift towards indie and newer brands in the beauty retail industry. The reasons behind the growth of the indies include lower barriers to entry on social media channels, an agile marketing model, the wide availability of contract manufacturers, and channel partners like Sephora that are focused on curating exclusive collections of the next "it" beauty brands. Often for these indie brands, the problem is not the launch itself (recruitment), but the stickiness (retention). Many of these companies struggle with repeat purchases, which are the key to success. Sales and Distribution in the Beauty Industry Bart discussed several high growth channels, including Sephora, a leading premium beauty retailer owned by the LVMH group, travel retailer and beauty e-tailers such as Zalando and Notino. Traditional points of distribution, such as department stores and perfumeries, have seen slower growth, especially in the West (and far less so in the East). Whatever the channel, the importance of constructing good "self-navigating experience" for prestige consumers is key. Across many of these newer retailers, clean beauty is a key theme, as is green and sustainable, free of parabens, sulfates, certain ingredients and fragrances. This raises the bar for brands to prove their bona fides in terms of ingredient publishing and sourcing. The conversation then pivoted to challenges in the supply chain, including shelf life of products (especially for consumers in the East) and

Jan 20, 202534 min

595. Robert Garmaise, AI Marketplace Insights

Rob Garmaise, VP of AI research at Info-tech Research Group, is at the forefront of Info-tech research, helping clients identify best practices across their IT operations. They conduct extensive primary and secondary research, speaking with industry experts and other clients to understand the drivers of value and proof that a given practice leads to better results. AI Vendors, Verticals, and Research Taxonomy Rob explains that the firm has a vast research taxonomy, with AI being an important part of it. They have a team in place to connect with thought-leading vendors and their leading adopter clients to gather insights on various functions, rules, verticals, and sub-segments where AI is taking root. The strength in the marketplace currently lies in the horizontal focus on functions and roles across organizations rather than the various verticals or lines of business. Most AI vendors aim to maximize their total addressable market which is difficult to do when focusing on just one vertical. The Market and Vertically-orientated Competitors Rob predicts that the mix of vertically-oriented competitors will change as the market evolves. Currently, the strength is 80% on functions and roles, 20% on verticals. This approach allows AI vendors to maximize their total addressable market and stay competitive in the market. In this discussion, Rob discusses the implementation of AI solutions in various functions and roles within companies, including IT. He highlights the strengths in CO generation, data and analytics, service management, HR, sales, and marketing. AI in HR, Sales and Marketing, and Operations In HR, AI is being used to improve employee experience by indexing content and interacting with users. Talent acquisition recruiting uses AI on both sides of the recruiting equation, with AI being used in talent assessment, helping to cut through biases and improve diverse hiring. Sales enablement and sales automation tools are the top lead and revenue-driving categories, while customer experience is the top cost-saving category. Operations are also being explored, with AI parsing information captured from video cameras for various applications such as shop floor settings, retail environments, and restaurants. Natural language conversations with equipment can lead to predictive maintenance, allowing organizations to strategize and optimize operations. Robert goes on to explain more about the improvements made using AI in HR, IT, and sales and management. AI-based Solutions in the Retail and Insurance Industry The conversation turns to the use of AI in various industries, including retail, and insurance. In the retail industry, AI-based solutions have impressed with their ability to scan store shelves with smartphones and receive critical metrics like stock availability, pricing, promotion, and competitor positioning. Smart Digital Signage solutions can also be used to adapt to demographics and reactions of customers. In the insurance industry, AI-based solutions include smart digital signage that can adapt to demographics and react to customer reactions. In the insurance industry, AI-based solutions include smart digital signage that can adapt to different demographics and respond to customer needs. Companies are exploring AI solutions to improve employee experience, sales, and marketing, while also focusing on cost-saving and predictive maintenance strategies. Robert discusses the potential benefits of AI in retail, such as real-time reactions to client information, and automated stock out detection. AI in the Legal and Financial Sectors In the legal sector, AI is being used for various purposes, including legal research, contract review, and contract management. This is particularly important for law firms and organizations with understaffed legal teams. In manufacturing, AI is being used to offer real-time instructions to machine line operators. Rob talks about disappointments in areas like financial services, healthcare, and government. In financial services, AI is being used for fraud detection, digital trust, and remote inspections. In insurance, AI can parse frequent documents into well-constructed spreadsheets or databases, and can conduct remote inspections. Rob also points out areas of disappointment. Advice on Adopting AI The conversation turns to the trend of AI being bought rather than built, particularly in the context of AI models. AI should be bought unless a build is absolutely necessary. The build side involves more uncertain investment levels and lead times, as it can lead to app sprawl and uncertainty in the market. Companies are advised to be deliberate about their build decisions, especially when it comes to AI models. On the talent side, companies are hiring new types of Chief AI officers or existing employees, such as Chief Digital Officers, Chief Technology Officers, and Chief Information Officers. These individuals are often left in charge of driving AI forward, but they may not have the n

Jan 13, 202524 min

594. Marilyn Lin, SaaS Customer Support

Show Notes: Marilyn Lin, a customer support thought leader with over two decades of experience, discusses the importance of customer support in driving business success in the Software as a Service (SaaS) industry. She has led global Technical Support Teams that not only resolve issues but also foster customer loyalty, drive renewals, and inform product strategies. In today's competitive SaaS landscape, customer support is not just a cost center but a linchpin of retention and growth. Customer Support in the SaaS Industry The conversation turns to the different terms for customer support, such as customer support, customer service, customer care, and customer success. Marilyn identifies the difference between terms. She equates customer success to the team focused on the health of a customer, focusing on how they are leveraging and using the product and solution, realizing value from their investments. They are more akin to the account management side of the organization, taking care to understand the customer's top priorities and helping guide them through leveraging and using the solution and products they have purchased or subscribed to. She explains that customer support and customer service are terms used interchangeably to describe the teams that help customers resolve issues with using their products or services. In B-to-B environments, customer support are more technical support teams, while customer care and customer service is more tactical and often describe teams within B-to-C environments. Subcategories within Customer Support There are different subcategories within customer support, such as onboarding teams, which help new B2B customers onboard with a SaaS company. Major functions tied to customer support include customer training and onboarding, customer delivery teams, and customer escalation teams. The support delivery team handles cases and interacts with end users, helping them find solutions to their issues. A customer escalation team is involved when customers escalate issues or outages, ensuring timely resolution. Marilyn explains that historically, customer support organizations have been seen as reactive and cost centers rather than a strategic arm. However, there is a treasure trove of insights from the interactions with end users, which can be used to drive improvements in the product and solution. This information can feed into the product development cycle, helping product and engineering teams prioritize their roadmaps and drive the voice of the customer. Support teams can also provide insights related to training and enablement, usability, and user experience, which can be shared with the enablement and design teams. The Importance of Customer Support in Business The importance of customer support in a business is discussed, including the need for analytics to understand the impact of the customer support team and how that ties back to customer retention rates. A high retention rate can lead to increased value and a better brand image. Marilyn talks about key metrics she pays attention to as VP of customer support, including the importance of understanding the time to resolution, common themes of issues, and the financial impact of these metrics is mentioned. In a recurring revenue environment, it is crucial to highlight top case drivers or issues tied back to the customers and provide the ARR to the executive team. The need to prioritize areas like product bug fixes or feature enhancements is stressed, and the cost to serve customers, breaking it down by segments and regions to better understand customer needs and improve efficiency. By focusing on these metrics, businesses can better serve their B2B customers and drive more value. Examples are shared. Tracking Trends and Changes in the Support Business In a VP of Customer Support role, key metrics include time to resolve issues, first time to resolve, and the ability to address user issues with the first interaction. Additionally, the team and individual level is monitored to identify areas for improvement. Employee engagement is a key focus, with companies conducting quarterly or twice a year employee satisfaction surveys. The focus is on analyzing trends and identifying high priority areas for improvement. In a support organization, it is crucial to prioritize employee experience, provide the right tools and processes, and listen to employee feedback. Support leaders should prioritize their team's well-being, as it translates into better customer service and interaction. By taking care of their employees, support leaders can improve their overall customer experience. Evaluating a SaaS Company's Customer Support In evaluating a SaaS company, it is essential to consider whether the support organization has a strategic roadmap outlining their vision and quarterly milestones. This roadmap should evolve as business objectives and priorities change. A more holistic view of investments should be considered, not just focusing on k

Jan 6, 202528 min

593. Scott Markman, Conducting a Brand Diagnostic

Show Notes: Scott Markman, founder of MonogramGroup, discusses his journey as an entrepreneur and the challenges he faces in the private equity sector. Scott kicks off the conversation with a quick introduction to his podcast, "Beer Stories for Private Equity," which focuses on issues related to the firms, companies they own, and consultants. About the Agency Scott founded the agency, MonogramGroup, in 1990. The agency has evolved from a design firm to a full-fledged agency, with a focus on brand expertise and deliverables. Services include research, insights, positioning strategy, ideation around who or what is a brand today versus tomorrow, building out content, and creating a reservoir of assets. They also address the complexity of audiences, competitors, and going to market. For example, Starbucks has a single brand but must address specific needs for consumers, employees, coffee growers, Wall Street, and social media audiences. Scott talks about the agency's work and how they serve their market. Defining Brand Scott defines brand as two things: the DNA of an organization, which is connected to the 'why' of an organization, relating to Simon Sinek's definition of a company's mission, which should connect to all aspects of the brand. The second is that the brand is the everything and Scott explains how this ties to all aspects of the company. This approach has been successful for them serving large global brands for about 20 years, including Life Fitness, Mintel and Sensata, the world's largest maker of sensors for vehicles. A Focus on Private Equity and a New Brand The agency's focus turned to private equity firms when Scott was introduced to the sector in 1996. They created a brand called Antares Capital, which is the largest provider of credit to PE middle market deals. The success of this brand earned recognition across the private equity sector in North America. The practice has since grown to include 90 clients, and over this period, they have interviewed investment bankers, representatives, institutional capital, pension funds, foundations, insurance companies, hired CEOs, founders, and sellers of businesses to private equity, which has given them in-depth knowledge in this field. Among agencies, there is typically a competitive conflict issue where working for two competitive companies is not allowed. The Role of Branding in Private Equity Firms The conversation turns to the role of branding in private equity firms (PE firms) and their portfolio companies. Scott explains that the business model is to get gigs with PE firms or lenders, but now it is secondary to engagements with portfolio companies. The primary goal is to create relationships with PE firms, building trust and proving themselves. He also discusses the concept of differentiating between PE firms and portfolio companies. Private equity firms are pattern recognizers, template driven, and risk-averse, making them more likely to follow similar practices unlike venture capital. Scott talks about developing distinctive messaging and differentiation for private equity firms when there is a proliferation of thousands of firms following the same patterns in branding. Private equity firms can be categorized into three levels: top, middle, and lower middle market. Scott offers examples of each level and where his agency has served clients and why they focus on serving the lower-middle market. The Diagnostic Guide to Branding Scott talks about Umbrex's diagnostic guide to branding, which is a comprehensive document on the subject matter. He talks about categories within the framework which are a great way to rate a brand on sub-topic factors such as brand strategy, communication, marketing, and customer experience. Scott suggests that this framework could be applied to look at levels A, B, C, and D of complexity and rigor, and then compress and streamline it into a degree of detail and actionability commensurate with the company's size and future goals. For example, if a consultant or small consulting firm is asked to analyze a 30-page deck of data points, they could apply this framework to their clients and present it in a more concise and actionable manner. The major categories of brand strategy in the diagnostic guide include overall, communication, marketing, customer experience, and corporate responsibility. Each sub area has 28 slides with a maturity model to rate it from nascent to optimized. This resource is designed to allow users to draw from relevant slides for various aspects of a company's branding, such as communication function and/or brand positioning. A Discussion on Brand Architecture Scott shares information from a document developed in response to a PE firm client who wanted to build a master brand from four foundational companies, and one from a company that had a foundational brand with several add-ons and needed a unified brand. Scott's agency developed their own four buckets: brand architecture factors, assets and sophis

Dec 23, 202447 min

592. Matthew Hunt, Generating Clients through LinkedIn Thought Leadership

Show Notes: Matthew Hunt talks about Demandii, a firm that helps busy B2B executives create snackable content for LinkedIn from a single monthly interview. Matthew explains that most clients struggle with time, and they don't know how to create content or want to do it. Demandii offers a structured approach where they interview executives privately, turn their one-hour interview into 40 hours of content in a variety of formats. They then work on it until they are satisfied, and syndicate it across social media, focusing on LinkedIn. Demandii Customers The types of customers for Demandii include CEOs, founders, SAS owners, consultants, and small businesses selling high-ticket items. They help them create various formats of content, such as videos, audio grams, text pieces, and graphic or image pieces. The most impactful content for clients is usually video-based, as people can consume the whole view, see, hear, and feel the content, attracting their tribe. Demandii's primary channel is LinkedIn, as most B2B executives want to be known and seen. The ACES Method for Content Creation Matthew discusses the ACES method for creating content for an audience. The ACES method consists of three core pillars: Authority, Content, Connect, and Engagement. Authority refers to the knowledge and expertise of an expert in a specific field, such as marketing, SEO, or digital PR. Content should be engaging, heartfelt, and relatable to the audience. Engagement is achieved through asking probing questions or starting conversations on social media. S stands for Show and covers showing content, which includes behind-the-scenes stories and achievements, is also important. The 100-foot View Explained The 100-foot view involves creating content that is interesting, compelling, helpful, and that the author will be proud of. The best content creators are good coaches and teachers, and to engage your audience, Matt suggests thinking about a problem the audience has and leading with that. He then states that the content should also agitate the customer by discussing the negative consequences of not solving the problem. This helps the audience recognize that the problem is not their fault and encourages them to resolve it. Matt shares the formula for the above content tactic. The formula for creating content is P, A, S. The formula stands for people plus problem, A is agitate plus absolve, and S is sell with a story or show how you solve the problem. This approach will create content that is helpful and that the author is proud of. The B2B LinkedIn Demand Generation Course In this discussion, Matthew Hunt discusses his B2B LinkedIn course and offers three options for clients: do-it-yourself, done-with-you, and done-for-you. The do-it-yourself course is free and can be completed by busy individuals or those with a team. Done-for-you involves marketing, creating lead magnets, and conducting LinkedIn events to generate inbound interest. The cost of these programs varies depending on the budget. Additional services and content in courses offered by Matthew include creating lead magnets and creating LinkedIn ads. He also offers marketing collateral that makes ideal customers instantly better or more awesome in 10 minutes or less. He talks about targeting large B2B businesses, such as CMOs at manufacturing companies with revenues of 10 million to 100 million, through LinkedIn. The goal is not to sell them, but to push them to long-form content, where they build demand and trust with people. He can create LinkedIn events that resemble interviews or webinars, aiming to position the host as a strategic advisor. The Importance of LinkedIn Events Matthew discusses the importance of LinkedIn events and their effectiveness. He recommends running at least one event every two months, with a minimum of four weeks for promotion. The length of an event depends on who you're selling to, with C suite individuals typically having a 15-minute event. For lower-level executives, events should be 30-to-an hour long. To ensure success, it's important to follow up with attendees via the LinkedIn DMS, as decision makers often watch replays. The best time for events is Tuesday, Wednesday, or Thursday, with Tuesday being the preferred day. When people are winning the week, they are more likely to attend the event, while when they're not, they may choose something else. Team Building Events Matthew also recommends using events for team-building, such as panel discussions or interviews with team members. Panels can be structured and can be used to create short content for company pages and showcase long-form content. If you sell a tool, it's essential to show your tool. If you don't have a team, it's best to focus on yourself. For customer interviews, you can use eco-bake works. The order of doing events depends on the complexity and difficulty of the process. You can control your time and message more easily, but it's difficult to control your team's and clients' time.

Dec 16, 202425 min

591. River Tompkins, 17-year-old Independent Consultant

Show Notes: River Tompkins, a 17-year-old high school senior, started his own consulting practice in Austin, Texas, with five different clients. He provides services in the experimental education space, helping school owners implement systems and train teachers. His first clients were a group of schools in Florida, where he worked on implementing student government and learner-driven accountability. He has been at Ackman Academy for 10 years, a learner-driven off-the-beaten-path education, and now he is going to other younger schools to share his experience. Finding Clients as a New Consultant To find clients, River emailed schools in Florida to see what they were doing and potentially get a teaching job. They eventually invited him to visit for a couple of days to consult. He now seeks out clients with the primary goal of consulting. He targets schools in the Acton Academy domain, as his experience at Acton Academy is not applicable to the general masses. River discusses the unique approach to education that he has developed. He explains that the Acton Academy is a learner-driven model where teachers guide students through their learning process, allowing them to see progress and make decisions. River shares more about the Acton Academy approach and how he sets pricing and payment for his consulting services. Educational Consulting Services Explained River discusses more about the Acton Academy approach and his plans for expanding his practice and mentions giving a guaranteed parent speech to every school he visits, which is his journey, how the Acton approach works and why, followed by a Q&A session. River mentions that the Acton Academy is open to different school types, age groups, and staff levels. The Acton Academy Education in Action The conversation turns to potential education and structure models that work in the Acton Academy by breaking it down into a range of dimensions. River explains that Acton Academy has small class sizes, with elementary students ranging from 20 to 40 kids, middle school students from sixth to eighth grade, and sixth to eighth graders in the same classroom. Acton Academy runs in person classes with online courses through programs like Khan Academy Newsela, allowing students to work on core curriculars like math and reading in the same space while working at their own pace with their own computer. The first half of the day focuses on individual studies, such as math and reading, while the second half is more project-based electives, such as science engineering or real-world skills. Teachers are known as guides while students take a proactive approach to learning. The older kids are encouraged to tutor and mentor the younger ones, focusing on leadership skills. Extracurricular activities are often outside of the school, as they are often independent of the school. Developing a Diagnostic Guide Will Bachman talks about mentoring in education, which can be divided into four dimensions: student-to-student mentoring, academic progression, and open-ended research programs. He suggests that these dimensions should be mutually exclusive and collectively exhaustive, covering all aspects of the educational process. He also mentions the importance of parent involvement and homework and suggests that schools should be assessed based on their maturity model, which includes the maturity of the program, the novice stage, and the developing stage. He mentions that a diagnostic guide could be developed to help identify problems or opportunities. He suggests offering productized offerings, such as a student government module, which can be tailored to the specific needs of the school. Timestamps: 01:07: Consulting Services and Client Engagement 02:54: Finding Clients and Initial Projects 05:07: Contract Negotiation and Pricing 06:03: Future Plans and Service Offerings 08:35: Developing Productized Services 10:24: Acton Academy School Structure and Operations 16:20: Potential for Productized Services and Diagnostics 18:43: Conclusion and Contact Information Links: Email: [email protected]. Unleashed is produced by Umbrex, which has a mission of connecting independent management consultants with one another, creating opportunities for members to meet, build relationships, and share lessons learned. Learn more at www.umbrex.com.

Dec 11, 202419 min

590. Jenelle Sheridan, How to Analyze a Retail Company

Jenelle Sheridan, a former VP and GM at Athleta, discusses how to analyze a retail company. Jenelle has 15 years of experience in retail and e-commerce, working as a consultant and operating executive. She has experience in pre-revenue startups and larger enterprise businesses, and recently launched her consulting and advisory practice, Far View Partners, which focuses on helping consumer and retail companies unlock growth. Jenelle served on the leadership team at Athleta for almost 10 years, leading strategic growth from a $200 million business to over a billion dollars. She has also held functional roles in marketing, strategy, and business development. Metrics to Measure for Success Jenelle emphasizes the importance of metrics in understanding success and how to look at performance in retail companies. She talks about the importance of evaluating company performance and effectiveness across various stages of maturity. Jenelle emphasizes that success depends on growth metrics like brand awareness, customer acquisition, and revenue growth, while profitability is less critical at emerging retailers. For established retailers, operational efficiencies like inventory turns and return on gross margin are critical. The Big Three Metrics for Investors Jenelle states that, regardless of stage of maturity, the big three metrics for investors are same-store sales growth, sales costs, and sales comps. Same-store sales growth measures the change in revenue for stores that have been open for at least a year, helping to isolate organic growth. A strong sales comp metric indicates increasing consumer demand or successful product strategies, while a low or negative rate may signal challenges or market saturation. She explains that best in class sales comps are in the five to seven percent range, the industry average, and discusses the potential consequences of flatlining or decelerating sales comps, such as increased foot traffic, conversion, and basket sizes. Jenelle believes that delivering zero growth is not acceptable for mature brands, as it may not be enough to meet the needs of shareholders and leadership teams. However, if a brand is experiencing flatlining or decelerating sales comps, it is essential to see growth to keep pace with accelerating costs. By focusing on these metrics, retailers can better understand their performance and make informed decisions about their strategies. Underlying Sales Drivers The conversation turns to sales and the underlying drivers such as traffic, conversion rate, and transactions. Stores typically have a lower traffic number, but when traffic decreases, the conversion rate increases due to more intentional buyers. The overall basket size is typically the same, but slightly upticks in the basket size are observed. Jenelle explains that public companies typically report store sales growth on traffic and conversion rate, but some brands and retailers report lower-level metrics, such as average customer spending per year. These metrics are often tied more to the customer rather than the transaction level metric. Gross Margin Metric Gross margin is another key metric in the big three, reflecting the efficiency with which a retailer manages its costs relative to its sales. High-performing companies use pricing power or efficient supply chains to achieve top-tier margins. She offers a few examples from well-known brands. For example, luxury brands can have margins of 60% and above. Jenelle moves on to break down gross margin, average sales per square foot, and how this usually speaks to efficiency. She explains the key factors in achieving this type of sales efficiency, including turning inventory quickly and pricing correctly. A Focus on Inventory Turns Jenelle explains why retailers need to consider inventory turns, which are the frequency of selling and replacing inventory over a period of time. High turnover indicates well-aligned supply and demand management, while low turnover can indicate inefficiencies or excess inventory. For example, Zara has fast-moving inventory. This is industry-specific and category-dependent. For apparel retailers, performing inventory turn analysis by category helps identify fast-moving versus slower-moving items, allowing for more precise management and buying. Fast-moving categories include basics, while slower-turning categories like luxury and formal wear are typically slower-turning. This helps optimize inventory and capital dollars. Customer Metrics and Segmentation Customer metrics are increasingly common for retailers to look at, as they provide an omnichannel view and allow for segmentation based on various customer personas. They can look at new versus existing customers, spend per customer, frequency of purchase, and average price of items within transactions. Jenelle talks about the benefit of looking at the data over a 12-month period and mentions that the goal is to increase spend per customer over time by building the customer's basket ba

Dec 9, 202436 min

589. Gerd Schenkel, How to Analyze a Telecommunications Company

Show Notes: Gerd Schenkel discusses his experience in creating new telco businesses and how to analyze a telecommunications company. Gerd has spent over 10 years as a consultant and 15 years as an executive in banking and telco. He aims to make a differentiation in consulting work by bringing together both worlds. Developing a Telco Company Gerd spent six years at Telstra, Australia's incumbent telco, and three years as the CEO. He talks about his experience there and moves on to his first experience at creating a business which was for National Australia Bank, where he launched a digital bank called EuBank. He later worked as the CEO of a digital team and was tasked with building a telco division. Gerd discusses the creation, development and success of a telco project. He talks about launching a project, what it requires, and what he learned through the process, including accepting and meeting a 10-week launch deadline. He talks about key learnings from his time there, managing the team, product pricing, and making the process of developing and delivering a product simple and effective. A Telstra Broadband Brand Success Telstra's internet broadband product was competing with its parent company's product, but the difference was not in speed or quality. The brand and marketing strategy was more about the connection to the local exchange, where the availability of ports was crucial for competitive dynamics. A former Telstra employee and artist was hired to help develop the brand. The team knew they would need to market locally, and in some areas, they would spend more money. However, they turned this limitation into a positive, creating a brand story called "Belong." The name "Belong" was about belonging to the local neighborhood, and the advertising would be with local shops. The brand was launched with white lists, indicating that the product was only available in certain areas. The name "Belong" was part of the "local connection" concept, and the bank "Eubank" was launched to create a national brand story. Challenges Faced by Telco Startup Gerd discusses the challenges faced by a startup telco, Telstra, in complying with specialist regulations. The telco license had provisions for executing government and police directions, which were not widely known and not widely discussed. Our team was unaware of these requirements until a dedicated Telstra person contacted us about it. The team found a solution by flying a UK-based technician to install the necessary technology in exchanges. Gerd explains that, in terms of regulation, startups can do all their work upfront, but there are always unknowns and unexpected issues that need to be addressed. Flexibility and agility are essential in finding creative solutions, as demonstrated by Telstra's experience. Customer Service, Operations, and Billing Gerd shares an example of changes made to billing, and communication at Telstra. He explains that pro rata was a major cause for complaints due to the high cost of first bills. He talks about costs involved in rolling out a new billing system and how they chose a low-cost platform and how this solution cost them nothing and was immediate, meaning no complaints or phone calls. Gerd emphasizes that the mindset should be on the customer side, focusing on providing the best possible service and experience for customers. Gerd also mentions that Telstra had to configure routers with customers' accounts, which was impossible. They found a solution that was cheaper and more efficient, saving them $3 each. This resulted in no phone calls or track roles, and customers were happy. On the Moving Home Process The conversation turns to the redesign of the moving home process for Telstra, which had a negative NPS of perhaps minus 50 and a churn rate of 85%. The process was outsourced for decades and was a nightmare for customers with multiple products and separate tech stacks. Gerd suggested that they started with a small percentage and then rolled it out to everyone. They used their control of channels to impose a better process, routing website orders wherever they wanted. They then convinced call centers to enter orders on the website instead of the internal system, resulting in a reversal where the website became the internal interface for employees. This principle was also applied to mobile phone ordering, resulting in faster and easier ordering for all employees. Gerd explains that importing these mindsets into Telstra was harder due to the bigger scale, complexity, and politics involved. However, the benefits were 100 times bigger in terms of cost, with savings of 40 minutes per mobile order. He now works for a telco in North America, applying similar mindsets to their operations. The Business Model of Telecommunications Companies Gerd discusses the business model of telecommunications companies, particularly telcos. Telcos spend billions of dollars on infrastructure and technology, which is then used to make monthly subscriber p

Dec 2, 202448 min

588. Daniel Bauer, Creating a Summer Entrepreneurship Program

Show Notes: Dan Bauer, a Harvard Business School graduate and independent consultant, talks about the NSLC "Business & Entrepreneurship" program , sponsored by Inc Magazine. The program offers a nine-day immersion in entrepreneurship for high school students aged 14 to 18 from around the world. The students are vetted on their GPAs, and the program takes place on six prestigious college campuses, including Yale, Columbia, Duke, Michigan, Cal-Berkeley, and UCLA. The NSLC Origins Story The origin story for the program began with Dan's business, the MBA Exchange, which focused on career and education consulting. After selling the business in 2016, he decided to find another outlet for teen entrepreneurship education and found that there was room for a better resource with the pedigree of top colleges and a platform for engagement with real-world entrepreneurs from various industries. Dan chose to aggregate best-in-class offerings, such as curriculum, camp teachers, and sponsors, and worked with them to create a successful partnership. Unpacking the NSLC "Business & Entrepreneurship" Program The National Student Leadership Conference (NSLC) provides campus housing, administration, supervision, academic adjacent components, social aspects, leadership training, field trips, and dorm life for high school students. It also offers a business simulation where students make real-time decisions that impact the share price of a fictitious public company. The competition is augmented by a pitch competition where students form small teams and work together to formulate a business idea using lessons learned about business and entrepreneurship. There are four sets of partners: individual colleges providing dorm space and classroom space, the National Student Leadership Conference providing administration, adult supervision, and teachers from the National Federation of Teaching Entrepreneurship. Inc. Magazine promotes the program and participates in the curriculum and structure. Teachers also participate in the judging panel and presentations for the group going to Columbia. Dan explains what his experience brings to the table and experiences gained through recruitment and outreach to CEOs who want to pay it forward and share their experience and knowledge. The NSLC Model Dan explains the structure of the business, which is a joint venture between a group of partners, with the NSLC being the core strength. They have a solid foundation in hands-on interaction with students and parents, with full-time staff. Dan handles interaction with entrepreneurs, speakers, and judges, while NFTE handles teacher selection training and placement. Inc. provides promotional support and weighs in on content topics and speaker selection. The conversation turns to building long-term, intensive relationships with schools, which involve multiple administrators on both ends. Dan explains that the typical profile of students attending is diverse, from introverts to Alpha students who demonstrate leadership and charisma. The teams are built accordingly, balancing EQ and IQ strengths. The diversity of the group, geographically, racial, racially, gender, and interest wise, is a plus for the experience. The Curriculum and Learning Outcomes The curriculum for the program is designed to provide students with a comprehensive understanding of marketing, operations, finance, and leadership. It is an interactive program that includes topics like break even ratios, valuations, partnerships, and strategic alliances. One of the highlights was the introduction of AI in business models, which inspired students to explore new ideas and Dan shares the range of impressive innovative ideas the students developed. The program fits well with traditional business education programs like Junior Achievement, which has an academic bias and advisors. The program mixes students from various backgrounds into the same classroom, allowing them to learn from each other, teachers, mentors, and pitch judges. This exposes students to meaningful, actionable concepts and practices every day. The Experience that Led to the Program Dan talks about how his experience led to establishing the program and making it work. From a Bootstrap startup to his business growth and sale journey, he believes that having a Inc. 5000 badge gave him credibility and familiarity with the pool of entrepreneurs he would tap as speakers. He believes that trust, openness, willingness to take risks, and willingness to help before asking for help are the core of the language he speaks. Dan explains how his background integrated with the program and opened doors to partners and contributors. Volunteering at NSLC To become involved with the program, Dan suggests starting at NSLC leaders.org. The speakers and mentors and pitch judges include Inc. 5000, EO Entrepreneurs Organization; Shark Tank CEOs, and Harvard alumni. The entrepreneurial community is a caring, open, and Pay It Forward group, and Dan encourages con

Nov 25, 202437 min

587. Jonathan Schwartz, How to Analyze a Manufacturing Company

Jonathan Schwartz discusses how to analyze a manufacturing company. Jonathan's background includes working in operations improvement, starting with manufacturing and then transitioning to banking and non-manufacturing roles. He has worked with private equity firms and has been a lean champion at a private equity firm. Sales and Operations Planning Process One of the first types of analysis Jonathan talks about is the sales and operations planning process (SOP), which involves integrating what is being told to the sales team with what is being produced. This alignment and match is based on the equipment and production capabilities of the company. The main idea is to align what is going to make the plant the most money with how it is incentivizing the sales team.The main idea is to align what is being sold with what is being produced, and to charge more based on the value added services provided by the company. This aligns with the company's goals and equipment to make the most money. Production Scheduling Process Jonathan explains that the production scheduling process in a company can be complex, with different tools used for larger plants and more complex situations. For example, a simple company might schedule production in batches, depending on the flexibility of their equipment and the economic batch size. This helps avoid having a large amount of inventory sitting in inventory when orders are placed for other parts. In some cases, private label products may not be suitable for production, while others may require make to stock or make to order processes. Delays in customization can affect the capacity to build up inventory. To assess the quality of a factory's production scheduling, it is important to consider the number of changes in the schedule over time and overall on-time delivery. An assessment of inventory levels can help identify bottlenecks, quality problems, equipment downtime, or matching schedules from pre-production steps to middle production steps. Visualizing the inventory levels and identifying visible metrics or schedules can help identify areas for improvement. Jonathan shares a couple of war stories as examples. New Process Implementation and Change Management The conversation turns to implementing a new process. In manufacturing, while some change management communications can be done ahead of time, training should be done right before the team starts using the new process, rather than a week or two weeks ahead of time. As soon as you implement something that makes their jobs easier, employees become a fountain of ideas and improvements, which can lead to quick changes in morale and overall productivity. Jonathan states that a clear production schedule is crucial for ensuring everyone knows what's up next for their line and is prepared for any changes. By implementing a two-bin system and addressing stockouts, organizations can improve on-time delivery numbers and predictability. He suggests that steady usage can help determine the appropriate amount of inventory to hold, while unpredictable demand can lead to overstocking. He explains how to avoid stock outs and also emphasizes the importance of supplier quality evaluation, which involves ensuring parts are qualified for new products before they are released to production. Jonathan shares an example from a Motorola plant in Atlanta. Supplier Quality Management Jonathan discusses the importance of supplier quality management in a manufacturing plant. He emphasizes the need for a sophisticated system to identify and address problems in parts and suppliers. This system involves intake department workers, who need to know whether a part goes into income inspection or goes straight to stock. Inspectors need to be trained to identify and address issues, as it is costly to inspect parts and impossible to inspect 100% of everything. When assessing a manufacturing plant's supplier quality management program, Jonathan talks about the metrics in place and how they are used. These metrics include the percentage of bad parts and good parts when present. He stresses that the system should be communication-intensive, with production line personnel communicating with materials managers when a part is bad or a whole set of parts is bad. Incoming receiving clerks should know which parts from which suppliers are flagged for inspection. Inspectors should track the issues and communicate them back to the supplier. Efficiency in Manufacturing ERP Systems Jonathan explains that this involves implementing Kanban and minimizing touches on work-in-process inventory. The conversation turns to the plant layout, including the dock, incoming warehouse, and presentation of parts to the line. Jonathan explains that traditional cost accounting practices can lead to mismeasurements. He provides an example where a plant manager was measured on absorption, which is the amount of overhead he could absorb based on the accounting cost per unit; this led to a lack of inv

Nov 18, 202435 min

586. Sanjar Iyer, How to Analyze a Telecommunications Company

Sanjay Iyer, a consultant for 25 years, discusses the evolution of telecommunications companies, focusing on network, infrastructure, quality, and coverage analysis. He explains that coverage is the first aspect of a network, determining the reach and number of homes it can deliver service to. The structure of networks has evolved over the years, with different types of networks for broadband, such as fiber to the home, hybrid fiber coax, and fixed wireless axis. Assessing the Infrastructure Quality Sanjay explains the process of assessing the infrastructure quality of a telecommunications company, which involves evaluating speeds, latency, and other factors such as the density of homes in the neighborhood. Speeds are rated at megabits per second, but factors like the number of people using television, density of homes, and latency can affect the speed of upstream and downstream packets. Latency is another factor that covers systemic network design quality. Sanjay also mentions that there are temporary issues in a coax network, such as fluctuation noise and overhead versus underground cables. To understand the total quality of a network, it is essential to separate temporary issues from systemic problems. He suggests measuring the quality at a home level, rather than at the broad network level. Network Assessment Factors Sanjay explains the importance of assessing network outcomes such as latency and speed when buying a provider and explains why companies should focus on outcome metrics and infrastructure quality. He talks about the first and second metric, capital expenditure efficiency and network upgrades. Sanjya explains why getworks have been continuously groomed and expanded to deliver more bandwidth over the years, and understanding how they have done it historically and what it will take to achieve the gold standard of one gigabits per second downstream to every home is crucial and what it would cost. Challenges Faced when Analyzing Networks The conversation turns to the challenges companies face in analyzing their own networks, as there is no single source of truth for determining their network coverage. One challenge is the cost of bandwidth, which can be expensive and unpredictable. To get the bandwidth right, companies must calculate the capex efficiency model, which assumes an average number of households per node and exploits it to the entire country. This model is often incorrect, leading to unpredictable network costs. Another challenge is fiber optic and broadband penetration analysis. The Federal Communications Commission has created a national database that tracks every household's speed and coverage from service providers. This information is publicly available and can be used to analyze homes and serviceable locations. The FCC has also created a service coverage map at a national scale, which can be used to allocate government capital to underserved areas and subsidize network bills. Analyzing Market Share Sanjay discusses the process of analyzing market share in a given market. He uses the FCC database to measure network footprint, focusing on census block group levels to determine customer penetration. Machine learning is particularly interesting as it provides insights into customer profiles, economic or household level information, which can help predict underperformance, overperformance, and areas for improvement. Iyer is currently working on building tools to predict the ROI of broadband investments, analyzing existing footprints and adjacent locations, and predicting expansion paths. He is also involved in generative AI, which is popular but not widely adopted due to issues with LLM tech adoption. Iyer is developing a governance model that looks at all aspects of Gen AI, from use cases to production and costs, and is building products with an AI-first approach, using tools like chat and GPT to develop software products based on specific requirements. Timestamps: 04:30: Assessing Infrastructure Quality and Network Economics 08:37: Capital Expenditure Efficiency and Network Upgrades 13:27: Challenges in Network Data Availability 17:52: Fiber Optic and Broadband Penetration Analysis 21:21: Customer Churn Rate and Retention Strategy 25:45: Subscriber-Based Growth and Market Share Analysis 27:32: Sanjay Iyer's Current Practice and AI Focus Links: LinkedIn: https://www.linkedin.com/in/sanjay-iyer/ Website: https://www.combinatree.com/ Resource: https://umbrex.com/resources/how-to-analyze-a-telecommunications-company/ Unleashed is produced by Umbrex, which has a mission of connecting independent management consultants with one another, creating opportunities for members to meet, build relationships, and share lessons learned. Learn more at www.umbrex.com.

Nov 11, 202430 min

585. Matt Sobieski, How to Analyze a Manufacturing Company

Matt Sobieski discusses the process of helping a manufacturing plant improve its performance by understanding the problem statement and 47 different analyzes. He suggests talking to the plant manager or head of operations to understand the biggest challenges, cost buckets, operational constraints, and capacity constraints. Diving into One of 47 Analyzes Matt explains more about the 47 analyzes, one of which is the cost of goods sold, breakdown, and margin analysis, which helps in understanding the cost structure of the plant. This includes examining production, backlogs, inventory levels, and other factors. In the case of an agricultural manufacturing company during the pandemic, the focus was on streamlining their ordering process to increase productivity. Matt also discusses the importance of understanding the big cost buckets, such as labor, materials, waste, and inventory management. He shares a case where a client had issues with their cost per unit, where they could not get their arms around their cost per unit. The data provided by the client was not high-quality, and it was difficult to differentiate between different lines. Matt shares a few ways to address this issue. Dealing with an Inflationary Environment In the current inflationary environment in the US, costs have been increasing, particularly labor costs. Consultants can help plants by asking questions and providing a fresh perspective to understand why material costs and overtime costs are high. This can lead to better scheduling and equipment utilization, which can help reduce costs and improve productivity. One example of this is an agricultural manufacturing plant where the plant manager was unaware of the importance of morning production meetings. By asking open-ended questions and being curious about how things run, consultants can identify areas for improvement. Overall Equipment Effectiveness Operations professionals should always have a plan for the day and recover from deviations when necessary. Asking open-ended questions and understanding the fundamentals of operations can help identify areas for improvement. One analysis that consultants like to use is the overall equipment effectiveness (OEE), which is a measure of overall equipment effectiveness. OEE is calculated by comparing the performance of different pieces of equipment and identifying areas for improvement. Matt goes on to explain how the analysis of OEE is defined and quality calculated. He stresses that it is crucial to calculate the correct OEE and quality first time, as not all units are produced correctly. It is important to ensure that the correct approach is taken when analyzing OEE data. Identifying Waste in Manufacturing Plants Matt discusses the concept of identifying waste in manufacturing plants, including the classic seven or eight types of waste. They highlight the importance of removing waste to improve efficiency and productivity. One such type is intellect, which involves people using their brain power inefficiently. To identify waste, they suggest using GEMBA (Go where the work is happening) to observe people and their actions. One example is an automotive plant that had a production cell with two operators, causing a lot of motion. To address this, they moved parts from one end of the line to the middle, reorganizing the path for forklift drivers. This resulted in faster unloading times for parts coming in and out of the area. Matt emphasizes the impact of simple things like moving parts to central locations and reducing the time spent on unloading parts and shares an example that helped eliminate waste and improve efficiency and productivity. The Importance of Fresh Perspectives when Addressing Issues in Supply Chains Matt shares an example of a company that had to print labels for products and then wait for them to be printed. To address this, they developed a Kanban system where labels were printed ahead of time for all SKUs, eliminating the need for waiting for labels. This solution was cost-effective and efficient, as it saved labor costs. He also discusses the importance of managing risk in supply chains, particularly during the pandemic. He highlights the importance of understanding the risk associated with individual suppliers, which can help in making informed decisions about ordering buffer stock, onboarding another supplier, or building capability in-house. Matt explains the importance of eliminating single sources of failure in manufacturing. He cites examples of poor performing plants and underinvestment in automation and offers suggestions on factors that need to be analyzed and used to understand what drives failures. Asset Management Analyzes The discussion moves on to asset management analyzes, such as make versus buy, capex, effectiveness, equipment and technology, and life cycle management, which are crucial for businesses to understand their costs and make the right capital investments. Capex is important in determining the cost of

Nov 4, 202435 min

584. Paul Millerd, Good Work

Show Notes: Paul Millerd, author of The Pathless Path and Good Work talks about his books. He explains the behind-the-scenes process of writing about work and the relationship to it. He explains the origin story of The Pathless Path, and how falling love with a woman and with writing led to a complete change in his professional direction. Paul, who had worked in strategy consulting for many years, left his full-time job and became a freelancer. He talks about this experience and how he felt like he was wasting his talent and needed a new story to make sense of how he felt and identify the possibilities that were emerging. The book is not a how-to book, but a friendly companion or guide for people already on similar paths. The book offers mental models, frameworks, and inspirational stories to help them venture into their own work. The conversation turns to money earned and why Paul chose to make less as a freelancer than he had in an employed position. He also talks about the impact of the money script and how societal views on taking a less-trodden path. A Discussion on Good Work Paul explains that 'good work' is defined as connecting with oneself and the work, which can be done in various forms. He believes that good work is time well spent, things one cares about, and that it will be interesting to see if people will connect with it. Paul shares his experience of writing for seven and a half years, where he has earned less than 30 grand a year due to some sales in his first book. He and his wife are aligned on the trade-offs and sacrifices they make, such as not owning a house or moving abroad for lower costs. Paul believes that good work is not for everyone, but rather for those who find it fulfilling and want to point their life in this direction. He has met hundreds of people from around the world who have material circumstances, but generally, they are not elite, educated, or high-wage workers. He doesn't recommend it for high achievers with expensive lives, as it is difficult to break out of the identity around status and continued achievement. Examples of Good Work Paul also shares examples of people doing what they consider good work, which is not necessarily creative pursuits. For example, someone taking care of a sick relative can shift work during their career, while a singer in Greece shares his music and feels good when he does so. He believes that good work is about prioritizing something of value in one's life and not just making money from it. Over the last year, Paul has been doing nothing but write and take care of his daughter, spending more than he has brought in, and seeing his income decline dramatically over the past six months. However, he believes that if he can get five to 10 experiences of writing a book or doing similar things, he will be happier with how he spends his life. Exploring the Concept of Leaving Money on the Table In the chapter Leave Money on the Table, Paul explains the importance of leaving money on the table and the challenges faced by those on unconventional or creative paths. He shares his experience of taking a pay cut to get a job at McKinsey from GE, leaving before receiving bonuses one month before. After quitting his final job, he watched his savings dwindle, but as he slowly started to make money, he found he was enjoying life more. He talks about getting paid in different ways, in experiences, time, and fun. He started to attract good people into his life and values these experiences. The conversation turns to how this concept applies to independent consultants. They should consider factors such as learning something, liking the people, having a decent lifestyle, making decent money, and potentially leading to future work. Paul believes that independent freelancers must leave money on the table to sustain their journey. He advises asking questions like how much would be paid for a project, how excited he is, and what he would do with the money he gets from each project. This approach helped him start his first book. Thoughts on Status Paul talks about losing his previous status due to the loss of an impressive job and career trajectory. However, while he still craves appreciation, respect, and admiration from others, he values status for aspects that are not necessarily measurable by money or standing on the top of the corporate ladder. Paul mentions that having a community of thinkers and being plugged into that community is more enjoyable than being anonymous. He believes that the internet has made it possible to build an intellectual life without going to academia or being in a PhD program. Reclaiming Ambition Paul explains that he associated ambition with working in the corporate arena and making as much money as possible. He had no one in his life who was an entrepreneur or working independently, so he had to find those people. Through conversation with a friend, he realized that he was ambitious about living a big life and being an active and pres

Oct 28, 202452 min

583. Christian Hyatt, Growing a Cybersecurity Firm

Show Notes: Christian Hyatt, Founder of Risk3Sixty, discusses the top three or four things that chief information security officers at sub-enterprise firms are most worried about right now. He explains that these concerns include the business environment, threat actors, cybersecurity regulation, nation-state actors like Russia and China, and phishing campaigns. He also highlights the unique bridge between cybersecurity and information technology coming to a head with the recent CrowdStrike incident. Advice to Clients on Cybersecurity Christian suggests that independent consultants should ask clients questions or warning signs to raise their concerns and consider consulting a cybersecurity expert. He suggests that clients are looking for someone who is a good listener and not operating off fear, uncertainty, and doubt. By listening to clients' needs and concerns, consultants can offer advice on implementing best practices on their existing toolset and spreading security awareness. Christian emphasizes that many big enterprise tools, such as Office 365 and Google Suite, have built-in security, covering many bases. Independent consultants should listen for how well implemented their tools are, listen for business problems they have, and offer security assurance. Offering advice on implementing best practices and spreading security awareness can help firms understand how security is impacting their business and make informed decisions about investing in security measures. Cybersecurity Due Diligence In the context of due diligence, Christian states that it is important to consider the company's internal infrastructure, including its cloud-based and on-premises systems. This can help identify potential red flags and ensure the company's sustainability and scalability. For example, if a product company is being acquired, it is crucial to ask about its application security, product security, and scalability. Additionally, understanding the company's mastery of its own product and its ability to scale without the team is essential. Another key factor to consider is the company's internal infrastructure, whether it is cloud-based or on-premises. Integrating with the acquiring firm can impact the cost of the process. Cybersecurity for Independent Consultants and Boutique Firms Independent consultants and boutique firms with a few employees should also take cybersecurity precautions. Some good tools for small businesses include G Suite or Office 365, which have built-in tools for file share sharing, email security, and internal messaging. These tools help protect against cybersecurity attacks that originate from email. Installing antivirus tools like CrowdStrike and Sentinel can help prevent attacks at the endpoint level. Blocking and tackling security processes, such as using file sharing platforms like OneDrive or Dropbox. It's also important to identify areas where money changes hands and take protective measures. Creating an offline backup of key files once a month can help protect against ransomware attacks. Office 365 or G Suite can also be used to store files in the cloud, with tools like spanning for Office 365 creating backup copies of cloud storage. Exploring the full suite of options available to small business owners can help them get coverage for their biggest risks. Employee Training on Cybersecurity The conversation turns to the importance of raising employees' awareness of phishing dangers. He recommends using tools that periodically send white hat phishing messages to test employees' skills. Christian suggests that small businesses should focus on creating a culture of awareness and vigilance, letting candidates know about potential scams and asking questions if they feel uncomfortable. There are several tools available for security awareness training, including Curricula. Additionally, he suggests using YouTube videos as part of training, as they can be more effective than expected. By implementing these tools, businesses can create a culture of vigilance and prevent employees from clicking on suspicious links. The Origins and Growth of Risk 3 Sixty Christian started his firm as an independent consultant eight years ago, with a trajectory of impressive growth. He initially had one client, a $30,000 one-off engagement, but from there eventually grew the business to 60 clients. Christian shares a few of the tactics behind the growth, including his shift towards cybersecurity. He focused on a few cybersecurity services that had great demand and packaged them as multi-year deals, and recurring revenue. He also learned that organizations have huge compliance requirements. They built a SaaS platform to help them manage the information. They invested in the SaaS platform and started selling it as a subscription. Today, their services are tech-enabled services, where companies often outsource their entire programs to them due to the need for human labor. Christian made strategic decisions early on, scaling t

Aug 12, 202432 min

582. Strategy Mavericks: Disrupting Traditional Approaches to Business Strategy

Show Notes: In this panel discussion, Lisa Carlin, director of Future Builders and author of the newsletter Turbocharge Weekly, and strategy execution specialist introduces the three panelists, who discuss the challenges of traditional strategy development, including volatility, uncertain business environments, and significant digital and AI disruption. The panelists, Will Bachman, Founder of Umbrex, a global community of independent management consultants, Alex M.H. Smith, breakthrough strategist and author of No Bullshit Strategy, and Rob McLean, investor, philanthropist and co-author of two books on strategy, discuss the challenges of traditional approaches to business strategy. The Problem of Business Strategy Rob emphasizes that, previously, strategies were deterministic and assumed certainty in business plans. However, increasingly, there is global uncertainty, and risk and probability should be included in a strategy. He mentions that there are assumptions about uncertainty that don't hold true. He also highlights the fast change and that the cadence of strategy is changing, but despite this, many enterprises are locked into three and five-year plans. Alex explains why he believes that many businesses lack understanding of effective strategy development and deployment. He emphasizes the importance of making precepts accessible, engaging, interesting, and usable for medium-sized businesses. He believes that traditional strategy is not bullshit but has limited purchase as it doesn't address the needs of small and medium-sized businesses. Will shares his experience with 500 conversations per year with clients seeking consultants, and he shares the main trends in what clients want from consultants and states that it has not changed dramatically over the years, but he also stresses the need for alignment, clarity, and action. Alex identifies the importance of substance and the ability to convert to action. He mentions the difficulty of achieving engagement, encouraging action, and the underemphasis of style in communications. He suggests thinking about strategy as a motivational discipline. Alex suggests that focusing more on sexing up the strategy can make a significant difference in making progress. He suggests that if strategy is viewed as a motivational discipline, it is essential to motivate people to do it. He believes that making the strategy "sexier" will bring stronger results in engaging and motivating buy-in. Problem-solving, Strategic Intent and Strategic Development Robs talks problem-solving as a driver of strategic development. The identified problems are viewed through different lenses to achieve a 360-understanding. He mentions the greater premium on new data, and on trials and experiments, and mentions strategy that includes peeling back layers of uncertainty, putting people in a position where they can make decisions and evolve the strategy. He uses an example from Amazon to illustrate this. He also points out that strategic intent is often confused with strategy, as strategy is an integrated set of actions that build value and competitive advantage. Rob shares his experience with the concept of continuous development, and how businesses have changed the timeline on strategic development and clarity on the future. Alex states that medium-sized businesses face a challenge in understanding strategy literature, as it is often constructed to be relevant to large, polar businesses like Amazon. This makes the strategy literature inaccessible for single-brand founders or CEOs, as it is often too broad. This gap in communication between the concerns of large companies and those running small businesses makes it difficult for the latter to effectively develop and communicate their strategies. Business Strategy in the Context of Technology and Culture The discussion revolves around the impact of AI on consulting and strategy building. Lisa mentions a top-rated technology podcast, which emphasizes that the number one difference will be strategy and that the most significant impact of AI will be on product managers. Will builds on the use of AI for strategy consultants. He explains the difference between skills and services that rise in status and which ones are lower in status and where using AI is applicable. He offers examples on both using an energy storage company as an example. Dark Room Consulting Lisa brings the discussion towards "dark room" consulting where the consultants and executives operate in private before disclosing the strategy to the company at large. Alex explains why he prefers this approach, stating that while it may not be politically beneficial, it can provide a sense of involvement and ownership for a radical, meaningful move. However, this approach can also lead to a slightly autocratic approach, as seen with Steve Jobs and Elon Musk, who were both successful business leaders but also tyrants in their own businesses. Rob talks about the workers' strategy as bifurcating, a

Aug 5, 202454 min

581. David A. Fields, Pursuing Cold Leads

Show Notes: In this episode of Unleashed, Will Bachman discusses cold outreach with David A. Fields. David advises that cold outreach is a last resort tactic and should not be included in the mix of marketing strategies. Instead, he suggests that consulting firms should focus on the five marketing musts to build their network. Why Cold Outreach is Inefficient David emphasizes that cold outreach is remarkably inefficient for most consultants, as it is often slow to close and has a long sales cycle. He suggests that firms should experiment with cold outreach to find the best approach based on client feedback and experience. David also shares some historical insights about cold outreach. Cold outreach tends to respond better when closer to product sales when hardcore selling messages works better. David states that, when selling expertise and experience which is trust driven, cold outreach doesn't work well. The Aggressive Reframe Approach Aggressive reframe, which involves asking for something rather than just asking for it, can also work well for cold outreach. David suggests that most consulting firms think they should differentiate versus competition, but this is not how they win business. David explains what the aggressive reframe approach is and how it works for consultants. The 111 Messaging Effective Outreach Technique David discusses the effectiveness of 111 messaging, a technique developed for cool contacts in your network core. This approach is particularly effective for cold outreach on LinkedIn, as it requires some modifications. He explains that 111 messaging is a way to construct messages to people, focusing on the other person and their needs. It is a right-side-up email, one line, and one question that must be easy to answer. The 111 approach is designed for cold outreach and works well on LinkedIn. The message should be one-sided, one-line, and asks one simple question. The message should be short and simple, and the recipient should be able to answer the question easily. David shares the response rate from this technique, which is better than any other engagement technique, and offers examples of simple questions to ask. How to Use Cold Outreach Effectively David talks about using cold outreach correctly in acquiring clients. He believes that it is not efficient enough to get leads, as it requires a long sales cycle and a high close rate. To do cold outreach correctly, he suggests viewing it as the first step in a three-year process of winning clients and think of it as an investment in gaining future clients. David shares his tips on how to engage someone connected through LinkedIn who may be a potential client. The best practices in messaging are discussed, including keeping messages short to the point and focused on a topic that meets the needs or interests of the recipient. David also shares a story about using focus groups and how companies can be encouraged to launch products that nobody wants. He talks about the Ben Franklin approach, which involves asking for a small favor instead of trying to give a favor, such as asking for help on articles, webinars, research, podcasts, or other activities. How to Use Content as Lead Magnets The conversation turns to the concept of lead magnets, which is content that people can download and engage with on social media. David offers the example of his two published books which have generated millions of dollars in business. He believes that a book is a lead magnet, but it is not free on the website. He suggests that the best way to convert people who consume content into clients is by creating an opportunity for them to join in and engage in conversation. It is suggested that, instead of just putting content out there, it is important to create engagement and opportunities for people to join in and interact with the content. It is recommended that, if someone comments or downloads a piece, there are steps that need to be taken to reach out to that person. Higher engagement approaches, webinars, and podcasts that generate a conversation have been more successful than just putting content and lead magnets out there. David discusses the importance of making it easy for people to reach out to a firm. He believes that longevity and having published around 500 articles in addition to books contribute to this success. He also mentions that they do not engage with their tribe members, but rather let them know about the Boutique Consulting forum and he discusses models for engaging with tribe members. Timestamps: 04:55: Cold outreach techniques, including Ben Franklin approach and 111 messaging 10:03 Using 111 outreach for consulting firms to re engage with leads 17:16 LinkedIn outreach strategies for connecting with potential clients 20:37: Lead magnets, cold outreach, and converting blog subscribers to clients 26:35: Creating opportunities for conversation in content marketing 32:24: Cold outreach effectiveness with client success stories Links: Sales Ben

Jul 29, 202436 min

580. Tish Baldez, Training Consultants

Tish Baldez, a leading expert in management consulting, has worked with small and mid-sized consultancies and 20,000 professionals worldwide. She shares the trajectory of her career from an independent consultant to a managing partner and leader at P31 Consulting LLC, a training program for professionals in management consulting, life science, IT consulting, finance, banking and more, and how they became a 100% referral-only business. The Foundations of the Consultants Training Program Tish introduced the foundations for consulting skills program about a year and a half ago, which enables small businesses hiring new analysts, consultants, and engagement managers without formal structure training on how to do consulting or work in a consultative way. The program focuses on providing foundational skills, storyboarding, and teaching how to synthesize data and communicate it meaningfully for clients. The program is currently running multiple sessions a year in the US, UK, and Latin America. The P31 Academy offer to help scale up and accelerate the learning curve of consultants, allowing them to be more effective and successful. Storyboard Presentations for Consultants Tish also trains 30-40% of their people on how to storyboard presentations in the traditional consulting way, teaching the principles of how it works and why it works. They also have a special version for scientists, medical professionals, and people working within Life Sciences or data science organizations, helping them become business fluent. This program helps them understand what they're presenting and translate it into language that is meaningful for their audience, making it easier for them to make decisions and take actions based on the presentations. The Foundation for Consulting Skills Program The foundation for consulting skills is a 100-day experience that combines online, self-directed, and self-paced learning in addition to a combination of in-person and virtual-led instruction with expert consultants. The program includes a three-day intensive, where participants work independently for a few weeks, then come together for a three-day intensive in different locations in the UK and the United States. The remaining weeks involve small group exercises and one-on-one coaching and group coaching sessions. The focus is on major transformational bills, such as skill development, practical application, and theory. The program ends with a celebration of completion. One unique aspect of the program is the incorporation of neuroscience, which is intentional about engaging the brain and getting synapses going to ensure learning sticks and becomes habitual. The program also uses brain exercises to activate both the left and right side of the brain. The program is fun, engaging and conducive to adult learning, with participants finding it challenging but ultimately gaining the necessary skills. Breaking Down the Consulting Skills Program The program typically has 20 participants, with four coaches in the room, two of whom serve as facilitators. Each pod is assigned to a coach, who ensures that the participants receive individual coaching and feedback. This approach helps maintain a one-to-five ratio, ensuring individual coaching and that participants feel comfortable participating without feeling overwhelmed. The program begins with framing the problem, teaching the hypothesis-based problem-solving model, breaking down analysis and synthesis into separate pieces. Storyboarding is introduced, with the principles and reasons behind its effectiveness, as well as articles and papers that have been studied and proven effective. The program also emphasizes content and messaging, with key messages supported by evidence. The final presentation is a case-based course that covers various industries, including science, data science, finance, and accounting. The purpose of the case-based training is to provide a good foundation upon which the participants can apply their skills. The Demographic Profile of Attendees Tish discusses the demographic profile of attendees, which includes people coming out of college, mid-career professionals, and robots. They initially intended to cater to individuals who were hired by their consultancies and needed training for their skills. However, they found that many consultants from industry had never been taught how to do consulting, leading to a need for foundational training. Tish also talks about the pricing for their programs, including a course that specifically addresses the unique needs of these experts, scientists, and medical professionals, who need to learn how to translate their brilliant work into meaningful messages that make sense for the business. The Key Values of a P31 Coach Tish discusses the role of facilitators in their business. They are looking for experienced consultants with a background in management consulting to facilitate effective training. They believe that consultants should not just be great le

Jul 22, 202432 min

579. Michael Rubenstein, Organizational Culture in Mergers and Acquisitions

In this episode of Unleashed, Michael Rubenstein discusses the importance of organizational culture in mergers and acquisitions (M&A). Michael's expertise is broader than organizational culture; he offers a bird's eye view of an organization to help move it to the next phase in their evolution which includes: Strategy, M&A, Value Creation, People and Culture, etc. It's all about moving an organization to the next phase in their evolution and includes: Strategy, M&A, Value Creation, People and Culture, etc. He believes that culture is the key to a successful integration and that it often goes unnoticed. He suggests that when assessing a company's culture, it is essential to identify the culture elements of the current company and the target company, and identify any gaps. Key Points in Assessing Company Culture To do this, Michael recommends conducting self-assessments and assessments of both companies, as well as conducting interviews with stakeholders such as leadership, employees, customers, and suppliers. These interviews can help identify critical issues that could be problematic or could be beneficial. A culture diagnostic is a process that involves asking open-ended questions about how decisions are made within a company. This can include whether the organization is meritocratic, where instructions come from the top, or more empowered, where people have more autonomy in their roles. It is also important to consider whether the decision-making process is customer-driven, or operationally driven. Unpacking Elements of Company Culture Michael states that culture is a complex concept that encompasses behaviors, norms, and rituals. Behaviors involve people working together, collaborating, hiding information, and doing things for the greater good or their own benefit. Norms are standards that hold individuals accountable for values, self-integrity, and communication within an organization. Rituals are important and often involve stories and networking opportunities. The Benefits an Organizational Diagnostic An organizational diagnostic can help identify gaps in culture, which can be useful in assessing the current state of the organization and the target acquisition company. A visual representation of the organizational diagnostic can help identify gaps and areas for improvement. For example, if the company being acquired is more advanced than the current one in terms of collaboration, it can help probe and identify areas for improvement. Michael explains that a case study can help assess the impact of a mismatch between cultures and the success of a merger. In a successful merger, culture was a key factor, as the acquiring company focused on taking the best people, processes, and models from both organizations. However, in a failed merger, the acquiring company ignored the value of the best people and processes, leading to a loss of billions of dollars in acquisition costs. The Importance of Culture in Organizations Michael discusses the importance of culture in organizations. He suggests assessing gaps, identifying positive aspects, and assessing alignment. He emphasizes the need to create a sense of unity and use language that is meaningful. Rubenstein also suggests soliciting input from stakeholders about creating a future state and creating a cultural strategic weapon. Culture is crucial as it is unique and cannot be duplicated by competitors. He suggests using a culture lens to frame people processes and tools, and building initiatives around this. Michael's practice is a boutique advisory firm that focuses on culture across various industries. He believes that culture can either facilitate or kill any other initiative, whether it's about strategy, change management, or continuous improvement. In conclusion, culture is a crucial aspect of any organization, and it can be a powerful tool for fostering harmony and success. By addressing cultural gaps and fostering a culture of alignment, organizations can create a more successful and successful future state. Timestamps: 00:12: Organizational culture in M&A deals, including diagnostic tools and assessing gaps 05:50: Organizational culture, behaviors, norms, and rituals 13:01: Culture in M&A deals and its impact on success Links: Email:[email protected] Unleashed is produced by Umbrex, which has a mission of connecting independent management consultants with one another, creating opportunities for members to meet, build relationships, and share lessons learned. Learn more at www.umbrex.com.

Jul 1, 202421 min

578. Lisa Carlin, Growing a Membership Community

Lisa Carlin, founder of Future Builders Group, discusses her experience in consulting and the need for a more passive income stream. She has over 50 strategy execution projects and programs that focus on business strategy, project management, and change management. Lisa believes that achieving scale in these areas requires changing the focus of the business and execution messages to what is important to the culture. In this episode, Lisa talks about developing and running a membership community. Building a Subscription Business The TurboCharge Hub membership offers a platform for functional experts to learn how to develop and execute strategies. The group is currently launching its own website called TurboChargers.com, and she meets with members twice a month on Zoom. One of the biggest lessons learned from her experience is the importance of understanding the client's pain points and tailoring their solutions accordingly. As people join, Lisa learns about their ideal customer profile and their biggest pain points, which allows her to provide key messages to the market. Lisa also shares her lessons learned from her own experiences, such as being clear on the ideal customer profile and understanding the key message. By learning from her clients and focusing on their needs, she hopes to help others build their own successful memberships. Key Steps in Recruiting Members for a Subscription Business Lisa shares how she built a following, which included learning more about building a strong brand, and reaching out to B2C and B2B communities. She started doing podcasts, signing up for conferences, and having a lead generation machine set up on LinkedIn. This has been effective in growing her LinkedIn profile and inquiries. She met with people she knew would sign up. The next phase of people signing up was people who heard her on a podcast or at a conference. The audience is mostly business leaders, CEOs of medium to large organizations, and entrepreneurs with a strong innovation flair. Lisa has also learned to hone her writing skills and set up a newsletter. The community now consists of 7300 people, mostly CEOs of medium to large organizations and entrepreneurs. Working with a Podcast Agency Lisa discusses their experience with a podcast agency and the results she has received from it. She shares information on fees and services, which involves developing a podcast profile and reaching out to potential clients. The agency also offered the opportunity to choose the podcasts she wanted to produce and post them on LinkedIn as native content and as YouTube clips for their YouTube channel. She also mentions that she has not considered offering a special discount code for listeners of the podcasts, but she is interested in taking on affiliates to distribute their software. She is also interested in partnering with consultants to help spread the message that understanding culture is essential for success. The Benefits of the Digital Funnel Lisa shares her experience with the digital funnel and the benefits it provides. She has a cohort of about 40 subscribers, some of whom are clients and colleagues, and some are paying members. She uses Tekmatixs software, based on a system called Lead connector, which includes an education platform. The platform allows users to sign up for a newsletter, access a lead magnet, or resource, and eventually become paying members where they can access the modules, master classes, and playbooks of frameworks. The system also includes access to Tekmatixs, which is an affiliate link for those interested in trying the system. Group coaching sessions are also available for users to take and participate live. Lisa also shares her experience with email marketing and conversion rates. Working with a Podcast AgencyLisa discusses their experience with a podcast agency and the results she has received from it. She shares information on fees and services, which involves developing a podcast profile and reaching out to potential clients. The agency also offered the opportunity to choose the podcasts she wanted to produce and post them on LinkedIn as native content and as YouTube clips for their YouTube channel. She also mentions that she has not considered offering a special discount code for listeners of the podcasts, but she is interested in taking on affiliates to distribute The Turbocharge Hub. She is also interested in partnering with consultants to help spread the message that understanding culture is essential for success. The Benefits of the Digital FunnelLisa shares her experience with the digital funnel and the benefits it provides. She has a cohort of about 40 subscribers, some of whom are clients and colleagues, and some are paying members. She uses Tekmatix software, based on a system called Lead connector, which includes an education platform. The platform allows users to sign up for a newsletter, access a lead magnet, or resource, and eventually become paying members where they can access

Jun 24, 202457 min

577. Jeremy Greenberg, AI-powered Audience Simulator

Show Notes: Jeremy Greenberg discusses the AI-powered audience simulator built by the Avenue Group. The tool allows users to provide a set of custom instructions for different audience segments, like research or interviews. It allows users to ask questions of qualitative and quantitative nature, and within minutes, results from simulated respondents are obtained. The tool mirrors the sentiment of collective segments and audiences, similar to chats or LLMs on a one-on-one basis. This tool is useful for collecting the opinions of celebrities, for example, Steve Jobs, highlighting the immense power of LLMs in capturing the distributions of the underlying population. Creating an Audience Jeremy discusses the process of updating the front end and the first section of the tool. He states the importance of setting this to create an audience, which is the global population interested in a specific topic, such as Americans drinking Coca Cola. This audience is then used to create sub-segments within the audience, each with its own criteria. For example, if the audience is comprised of decision-makers who decide on software for small businesses, they can segment them into different countries. The Creation of Segments The second section of the tool allows for the creation of segments. These segments can be categorized by industry, such as executives responsible for sourcing and procuring uniform rental services. For example, if the audience is comprised of executives in the food service industry, they can create a segment with one trait, such as "work in the food industry." The third section allows for the addition of more traits, such as "work in the food service industry," to further narrow down the audience. This allows for more targeted and targeted marketing efforts. An Example of Segmentation Jeremy uses the example of the janitorial services industry to identify the three segments. They create a review section that outlines the different traits and elements that comprise each segment, with a sample for each and a percentage base of the total. The group is asked questions about their current use of uniforms and key buying criteria. Jeremy recommends starting broad and going deeper with research, such as asking about the company, title, years in the industry, demographic information, and other relevant details. Open-ended questions can be added to gauge the industry's knowledge and understanding. For example, asking about the company's history and the number of vendors they work with could provide valuable insights. Quantitative questions can also be added to gauge the wallet fragmentation and the primary vendor's satisfaction level. For example, asking about the number of vendors they have for uniform rental services could provide insight into the distribution of the wallet. Additionally, asking about the top three criteria for selecting a vendor can help determine the industry's competitiveness. The Inspiration for Building the Tool The inspiration for building the tool came from research in academia. He cites a podcast called "Me, Myself, and AI" where they talked about research they'd done and hypothesis tested on price sensitivity related to income and brand value, which demonstrated that AI can understand these factors. They also wanted to understand the distributions of different responses, mirroring the reality of the world. To achieve this, they worked with an advisor and member of a research team at the Wharton School. This allowed them to learn how to use the tool in more advanced and creative ways. The tool is currently being developed and is in the process of being bolted up with all its features and capabilities. Analyzing Responses from Segments Jeremy talks about the process of creating a tool for analyzing responses from different segments. He discusses the importance of creating a sequence of events within the tool, such as creating 60 different personas and interviewing each one individually. The tool also ensures that subsequent respondents are aware of previous responses to avoid repetition and create a distribution that is representative of the actual segment. The results of the survey can be viewed in Excel and Google Sheets, with column headings that represent traits and the segment response. The questions include the industry, company, title, years in the industry, and number of vendors. Jeremy explains how the tool provides information on the internal consistency of the responses. Conducting Research and Comparing Data Jeremy emphasizes the importance of getting comfortable with the tool's accuracy and comparing it with their own data. He believes that this will be a significant impactful tool for conducting research. He also mentions that the panel industry faces challenges in getting surveys and finding people, and the power of these models is strong. He believes that the future of the survey tool will likely involve collaboration with various organizations, such as consulting firms, re

Jun 17, 202434 min

576. Bryan Caplan, The Science and Ethics of Housing Regulations

Show Notes: In this discussion, Professor Bryan Caplan discusses the science and ethics of housing regulations and the argument for housing deregulation, which he believes benefits everyone across the political spectrum, including lower costs and more equity. Barriers to Radical Housing Deregulation Bryan believes that to achieve radical housing deregulation, it would require convincing a large audience of people that it is a good idea. He explains that most people don't see the connection between letting people build and low prices, and there is a hypersensitivity to the harms a building can cause. The conversation also explores issues of environmental regulations and renewable power, and opposing forces lobbying to keep current housing regulations in place, such as community activists and the construction industry. Housing Developers and Zoning Laws The discussion turns to various types of regulation and barriers faced by developers, including zoning laws, which are often used to separate industry from commercial and residential areas. He talks about the expression "the zoning tax", used by economists. Bryan believes that abolishing these regulations would be the best solution, and that, unfortunately, there is a slippery slope in allowing owners to preemptively stop someone from using their property as they want, it stymies action of any kind, and it can lead to laws that are overreaching and, most often, unnecessary. He talks about the law of nuisance and the burden of making a lawful complaint should be the responsibility of the complainer and not of the court to mitigate potential complaints in advance. Historical Preservation and Housing Regulations He discusses the issue of historical preservation regulations, which may not necessarily lead to the demolition of historic buildings. Market forces play a role in preserving historic buildings, as people often value them and don't want to tear them down. However, if there is a significant difference between the value of renting office space in historic buildings and the extra value from turning them into residential spaces, the market is spoken. He mentions that every historic building was built on the rubble of a previous, more historic building. Bryan states what he believes is the best, most easy solution to this problem. He also offers an example of why the motivation to preserve many historic buildings is quite ironic. Environmental Building Regulations Bryan addresses the environmental regulations that new builders face when building new buildings. He believes that current environmental protection laws are counterproductive, as they prevent developers from building in areas with favorable climates and reducing carbon emissions. Instead, he suggests making it easier to build in areas with good conditions, such as Southern California, where the weather is good and housing units can be built for millions of people. He talks about the importance of privatizing government land, particularly in the US, and suggests that developers should focus on what people want to pay for rather than environmental philosophy. He also discusses the lack of research on building codes and standards, which are often focused on land use regulations and safety regulations. He believes that the free market can ensure quality products, and explains how licensing, certification, and insurance companies play a role. Accessibility Requirements in Housing Regulations The conversation turns to accessibility requirements, such as the Americans with Disabilities Act (ADA). Bryan suggests a voluntary system where developers can target specific markets for ADA accessible buildings. He also discusses the challenges of building skyscrapers and density regulations in the United States. He argues that while technology has allowed for the construction of tall buildings, getting government permissions to build them is difficult, especially in desirable areas. He suggests that if skyscrapers could be built closer to desirable locations, it would make living in these areas more affordable. Density regulations are another issue, as 80% of residential land is zoned for single-family homes. This makes it difficult for builders to build multi family homes, which is often expensive due to the paperwork involved. However, if housing is cheap enough, it is possible to have spacious apartments and entire floors of skyscrapers at a reasonable cost. Bryan also discusses the difference in cost per apartment or per square foot between single-family and multifamily housing. Building Costs and Economies of Scale Building costs can be influenced by economies of scale, with skyscrapers being more expensive per square foot. Research shows that, averaging over the United States, regulations roughly doubles the cost of housing, with San Francisco and Manhattan having the worst regulation costs. Deregulating a small part of New York City could lead to skyscraper development almost immediately due to high prices i

Jun 10, 202455 min

575. Maria Isabel Rios, How to Make Your Consulting Firm Work for You

Show Notes: Maria Isabel Rios discusses the importance of making a firm work for you, rather than working for your firm. She emphasizes that firm leaders often immerse themselves in their firm in service to growing the firm to make it successful. Maria Isabel suggests that a better way to be a firm leader is to make your firm work for you. This involves finding ways to evaluate your firm, add value to your life, and bring success into the picture. A Formula to Make Your Firm Work for You A formula for making a firm work for you includes identifying key areas of importance in your personal life, and looking at your consulting firm's purpose, values, and intentions. Then, you can look at how these elements can intersect. The formula should be tailored to your needs and preferences, and should be specific to your goals. For example, if you want to spend one weekend day with family, zero work, every week for the next 52 weeks, this can be a more specific goal. Another example is a firm leader setting their goals for financial success, which can be a specific percentage of their income that goes into their retirement account. By making these personal intentions specific, you can create a formula that works for you and your firm. Personal Intentions and the Intersection with Work Maria Isabel discusses the importance of identifying personal intentions and focusing on what brings joy to oneself then move on to the intersection with a firm. She describes five models of intention for firms and how this intersects with personal goals. Maria Isabel gives examples of firm leaders intentions and what they want in their personal and professional life, and how they make both work. She suggests that, by focusing on these models, individuals can better understand their intentions and make decisions that align with their goals and objectives. Maria Isabel explains how the different models work in both professional and personal life. Shifts and Growth in Business Models Maria Isabel talks about the concept of a shift in business model. She shares examples of clients who are overworked and need help to reduce their hours and focus on a healthier lifestyle. She emphasizes that independent consultants often have an embedded model in mind, which often involves working long hours for high profits and success. However, when clients feel burnt out, they may need to consider the happiness the firm life brings to the firm leader. To make a shift, Maria Isabel suggests that clients should consider their personal intentions and work backwards to determine how to achieve this. This could involve taking larger projects or creating more sustainability in their pipeline. Additionally, they should strategically shift the model of how they deliver to reduce the firm leader's role in delivery. Maria Isabel also touches on other aspects of the firm's role, such as building a reputation as a thought leader or creating an online course to generate revenue. By planning ahead and aligning activities to achieve these goals, clients can create a sustainable firm that can deliver on their desired lifestyle. Maria Isabel emphasizes the importance of being intentional about what they want and not automatically taking on more projects and hours each week. Timestamps: 08:07: Prioritizing personal intentions and defining firm goals for the next 3-5 years 15:55: Building a business model for impact vs. financial gain 23:32: Scaling consulting firms sustainably, prioritizing firm leader's well-being 30:35: Planning and intentionality for consulting firms Links: https://www.davidafields.com/mondaylive Website: https://www.davidafields.com/blog Unleashed is produced by Umbrex, which has a mission of connecting independent management consultants with one another, creating opportunities for members to meet, build relationships, and share lessons learned. Learn more at www.umbrex.com.

Jun 3, 202437 min

574. Lindsay McGregor, Co-founder and CEO of Vega Factor

Show Notes: Lindsay McGregor discusses her firm's focus on building high-performing organizations. She explains that the highest performing organizations motivate people in a specific way, unlocking play, purpose, and potential for the problem they're solving. The firm trains leaders to be inspirational and consults with organizations on designing their operating models. She shares a story about how the firm explained the deeper concepts of play at work and how implementing these concepts of play was worth millions of dollars to the fund's portfolio managers every year. Play is often seen as something we do during our hobbies, but when we feel engaged by what we're solving, we perform at our best.Utilizing Play Concepts for Growth ManagementLindsay talks about the tools used to facilitate the play process and shares a sample engagement with a client who was the founder of a tech company that had scaled rapidly and the former processes no longer worked. Lindsay shares examples of the challenges faced in managing a team due to the rapid growth of the organization, including issues of talent retention, burnout, and AI adoption. To address these issues, Lindsay's firm found three simple, easy-to-implement routines: goal checks, health checks, and skill checks. She shares a story that demonstrates the benefit of problem-solving activities. She explores each routine and explains that, by focusing on these strategies, companies can ensure their teams are equipped to handle the demands of their rapidly growing environment and maintain a competitive edge.Outcome-related Goals, Process-related Goals, and Idea-related GoalsThe conversation moves to outcome-related, idea-related, and process-related goals in a company. Lindsay emphasizes the importance of tracking process metrics and idea metrics to track how many ideas or experiments are being run. Aggressive goals can lead to increased effort, but it's crucial to manage experimentation and work smarter instead. For example, a tech company's recruiter had to fill double the number of jobs in the coming quarter than she normally does. By breaking down her goal into six categories, AI helped her create five sub-goals that focused on working smarter, not harder. This allowed her and her leader to focus on creatively adapting their approach.Team Alignment, Strategy, and Outcome GoalsIn some organizations, having a senior leader join the goal meetings and challenges can be powerful, as it allows senior leaders to help block the team and identify blockers that are outside of their control. This creates a sense of understanding and cooperation between the team and the executive. The quarterly health process and skill check are essential for ensuring the right goals are set and the team has the necessary skills to accomplish them. Motivation in the workforce is a key factor in achieving success. A study found that people who learn valuable skills on the job and have good work-life balance are more motivated. However, many find learning new skills difficult, as it is often seen as a big training or time-consuming process. Lindsay talks about the problem of skills gaps and how to deal with this issue. Lindsay also mentions the benefits of remote work culture, which can be great but requires more intentional skill building and offers a few approaches to team skill building.Vega Factor Certification for ConsultantsThe discussion revolves around the firm's resources and tools for consultants to access, such as goal checks, health checks, and skill checks. One of their current offerings is a platform called Factor, which enables consultants to run goal checks, health checks, and skills checks. They train and certify consultants to do these checks with their organizations. The certification and training process for using the platform is a six-part learning session that goes deep into how to conduct these checks. The platform is designed to help consultants and leaders retain top performers by putting in place good processes, making it easier for them to problem solve with their teams. Lindsay talks about the popular training sessions, including how to solve problems cross-functionally and how to make cross-functional collaboration and problem-solving easy for high performers. One of the leaders mentioned that this way of asynchronous problem-solving brought depth, breadth, and lightness to his job. He was able to go deeper into the problems, look at the solutions, and make informed decisions. In conclusion, the firm's platform offers valuable resources and tools for consultants and leaders to improve their work and retain top performers.High Performers and the Play ProcessesCompanies need to focus on retaining high performers and fostering a culture of play, purpose, and potential. High performers are more likely to leave a company that is bureaucratic and dysfunctional, while non-high performers are more likely to stay due to the perks and benefits they receive. Millennials are mor

May 27, 202447 min

573. Ron Razmi, AI Doctor: The Rise of Artificial Intelligence in Healthcare

Dr. Ron Razmi discusses his book, AI Doctor: The Rise of Artificial Intelligence in Healthcare, which focuses on the applications of AI in various areas of healthcare. Ron talks about AI as a foundational technology that uses statistical methods to analyze data and understand its meaning. It can be applied to various areas, such as coding and documentation, and can create algorithms to analyze heartbeats and detect abnormal rhythms. AI Use in Diagnostics In diagnostics, AI can be helpful in analyzing clean structured data, such as radiology files from CAT scans or MRIs. AI can be trained to identify bleeding or abnormalities on these scans, but it must be trained on specific abnormalities. Currently, AI excels in radiology due to the digitized and structured data, but it's not as effective in narrative formats. Ron states that AI's applications in healthcare are vast and deep, and while it's still in its early stages, it has the potential to revolutionize various sectors, including healthcare. AI Tools in Radiology and Triage AI is increasingly being used in various fields, including radiology, dermatology, and sound AI. In radiology, AI tools are helping radiologists identify potential issues that might have been missed in traditional workflows. There are applications that read CAT scans for bleeding and stroke in acute settings, allowing radiologists to quickly identify and treat stroke patients. This helps in regaining function and ensuring patient recovery. AI can also aid in triage, prioritizing tasks based on urgency. AI in Dermatology In dermatology, AI applications can help diagnose skin lesions. Additionally, sonar technology can be used to monitor people's activity and detect falls. This passive data collection method allows AI to analyze the signals and take action, reducing the need for manual data entry and manual data input. This technology is particularly effective for elderly individuals who may not want to be monitored with cameras, as 50% of falls occur in the bathroom. This technology is particularly useful for those who prefer to stay home but still need constant monitoring, such as those in assisted or independent living facilities. AI in Cardiology In cardiology, AI tools can help read EKGs, which are crucial for diagnosing heart conditions. Historically, algorithms have been used to read EKGs, but they were often basic and inaccurate. AI has shown great promise in finding abnormalities on single lead data collection, as it can discern the rhythm of an EKG from a live core or smartphone application. This field-based data collection could significantly reduce the simple analytic and downstream work needed by clinicians in the medical staff. AI in Therapeutics AI takes action in therapeutics, such as providing assistance to patients with mental health issues. AI chatbots can interact with patients who need help and provide frontline assistance until they see a mental health professional. Generative AI has improved natural language processing capabilities, which has been a problem area for AI in healthcare due to the heavy use of medical jargon in doctor's notes. This will allow for more efficient interactions with healthcare consumers and better guidance in their care. However, there is still much work to be done in this promising area. Technology and Medication Adherence in Healthcare The conversation turns to medication adherence, which is a significant problem in healthcare. Long-term studies show that people who have had a heart attack are more likely to stay compliant with their medications, with the refill rate for statins being the highest documented rate. However, most people do not follow their prescription advice. Technology is part of the solution to this problem. AI technology can potentially analyze data and interact with patients at the appropriate moment to ensure they are aware of the needs, issues, and dates of medication use or the lack of, which is crucial in healthcare. How AI Helps Doctors AI applications in healthcare can help alleviate the burden of documentation work for physicians and nurses. One example is the use of AI in critical care settings, where doctors often spend time typing notes into the electronic health record, which can lead to missed information and negatively impact the quality of care. AI can also analyze conversations using natural language processing, which can identify the meaning of words and improve communication. For example, AI can listen to conversations and extract key elements that need to be documented, allowing doctors to focus on the patient and generate notes in their preferred format. AI can also perform downstream tasks, such as prescribing medication, making referrals, and creating prior authorization letters. This could save time for medical staff, preventing them from seeing more patients and making them less productive. Another use case could be for AI to assist nurses in creating notes for patients based on interaction with

May 20, 202443 min

572. Divya Agarwal, Somatics 101

Show Notes: The Benefits of Somatics Divya Agarwal, founder of Vivekam, explains what somatics is and what the benefits are. Somatics is a term used to describe ​body-based techniques that can be used with the body to build more body/mind awareness, manage emotions, and respond more effectively. ​T​hese practices involve using ​techniques such as breathing, generating heat, and visualization practices to sense oneself better and improve self-awareness. These practices can help individuals feel more connected to their emotions and be present in various situations, such as negotiations or job evaluations. Mindful presence, which has been emphasized in mainstream literature and coaching, is another way to be present. However, there is a growing trend towards using "embodiment" (the quality of being/feeling the body) as a way to enter presence. Some simply techniques to build embodiment involved breathing exercises, visualization exercises, and body scans. Divya explains that somatics works at the nervous system level. Over time, these practices rewire the body and teach the nervous system to respond differently, making it easier to come into presence and calmness. Building Embodiment with Somatics Divya discusses the difference between exercise and somatics. She touches on the concept of embodiment, or being embodied, in relation to exercise. She believes that being in the body allows us to be more present and feel emotions such as anger, joy, anxiety, and fear and to manage those emotions. Divya states that the more we are embodied, the more we can be aware of emotions (since they show up as sensations in the body), and then choose how we respond with those emotions. Body-based techniques like breathing and visualization can help manage these emotions. The science behind starts with some basics of the brain and nervous system. To keep it simply, understand three areas: the amygdala​ (base of brain, often called "the reptilian brain"), the sympathetic nervous system, and the parasympathetic nervous system. The sympathetic nervous system responds to reactive stimuli and triggers the amygdala into action (fight, flight, or freeze), while the parasympathetic nervous system allows us to be calm and relaxed. The goal of body-based techniques is to help us be in the parasympathetic mode more effectively and more easily. The Parasympathetic Nervous System and Heart Variability Rate Divya talks about the importance of the parasympathetic nervous system in maintaining a healthy balance and resilience. She mentions heart rate variability, which is a biomarker that reflects the variations in the amount of time between your heartbeats. The more variation your heart has, the higher your HRV. Higher heart rate variability indicates that the heart can have and manage different intervals of time. ​Those in the medical field will discuss how high HRV is good and indicates that there is balance in the nervous system between Sympathetic and Parasympathetic nervous system response. In short, high HRV is an indicator of someone's capacity to have higher resilience​. The nervous system is connected to our whole body as a response mechanism to our outside world. Practices to Improve the Parasympathetic Nervous System Divya introduces three practices to build embodiment. The first practice involves rubbing hands together, focusing on the lower belly and noticing breath. The second practice is box breathing, which involves inhaling for a count of four, retaining the inhale, exhaling for your own count of four, and retaining at the "bottom of the exhale." Over time, as one develops the capacity for expanded breathing, you may increase this to 4 in / 6 out, 6 in/ 8 out etc. She encourages reflection on what may be noticed during these practices. Divya states that it helps people remember their physical container around the mind and brings awareness of a deeper breath. She also mentions that shallow breathing, which involves inhaling and exhaling at the chest level, is not effective to bringing a parasympathetic response. Divya also shares a meditation practice, focusing on the bones of the body. Somatics Coaching Benefits The conversation turns to the importance of paying attention to the body over time and the parasympathetic nervous system. Divya believes that each person has the right and responsibility to operate from a place of choice or knowing why they're doing what they're doing. This involves understanding and managing emotions, which can be challenging in professional environments. Body-based practices, such as somatics, help her clients slow down, be more present with themselves, and manage their emotions effectively. Divya explains how her coaching practices help her clients in a variety of common business situations. Divya's coaching practice focuses on different use cases, such as manager level professionals who have received feedback and are looking to improve their performance. She uses body-based practices and competenc

May 6, 202444 min

571. Kathy Hines, Unleashing Brand Fundamentals

Kathy Hines, former Chief Marketing Officer at brands like Dickies and Vice President at brands like North Face and Kipling ,shares her experiences. She started her career in career management consulting at Bain and later went on to Nike, where she gained foundational experience in lifestyle and sports marketing. At Kipling, she led marketing strategy and E-commerce. She then led marketing and strategy for the North Face in Europe. After a four-year stint in VF Europe, she returned to the US and took on the role of global chief marketing officer for Dickies in Texas, where she was also responsible for licensing. Her experience at VF has given her a broad range of skills and experiences. Developing a Professional Marketing Plan Using a sports and lifestyles brand as an example, Kathy shares her process for developing a professional marketing plan. She begins by identifying the brand's aligned corporate strategy and working closely with the leadership team to understand financials and operational opportunities. The team then collectively develops long-term objectives, such as being the leader in performance and lifestyle apparel across key markets. For example, strategic choices include improving gross to net profits, targeting specific geographies, such as the UK, China, and the US, or focusing on elevating iconic products to consumers. The latter approach allows the brand to ensure it is the best in the world at that product. The marketing strategy should align with these strategic objectives and align with the brand foundations, which include the purpose of the brand, brand values, and brand personality. The Importance of Brand Foundations The brand foundations are essential for the marketing team to align on who they are and why they exist. These foundations include the brand purpose, the brand values, which define the brand, and the brand personality, which guides the direction of the brand in terms of the brand and design guidelines which are visual manifestations of the brand, while the tone document informs global communications, PR, and social media. The marketing plan should also include a clear vision for the brand, a clear mission statement, and a clear communication strategy. By focusing on these areas, the marketing team can create a comprehensive and effective marketing plan that aligns with the brand's long-term objectives and strategic choices. Examples of Brand Purpose and Its Place in the Marketing Plan Kathy shares several examples of brand purposes, including Kipling's brand purpose of making happy, and Napapijri's brand purpose of Unlimit the Future. These examples demonstrate the power of brand purpose in shaping a company's identity and strategy. A marketing plan can be a singular page or a series of sub-chapters, with the brand purpose at the top. The purpose is the pinnacle of the brand, defining its values, personnel, and personality. Sub-chapters can include marketing-related details and strategic choices to align the brand foundations with corporate strategy. If the brand purpose is a one-page manifestation, subsequent pages can further explore the brand purpose, values, personality, and how these factors inform communications in PR, social media, and ecommerce. These drill-downs are crucial for ensuring alignment with the brand's overall vision and strategy. Segmentation in Marketing Kathy discusses the importance of segmentation in marketing, stating that while it is important to understand a brand's core consumer base, it is also crucial to consider the potential of the audience and the growth of that audience. For example, if a brand is rooted in an extreme sport, and the core consumer is an extreme athlete, branching out from there to less extreme athletes who do not compete, or a consumer who is inspired by the sport can help unlock and grow the brand by connecting the core consumer to concentric circles that ripple out from the center. Price Strategies in Marketing Price strategy is another important aspect of marketing, often set by the product team. However, when a brand has a multi-geographic product, it can lead to price and brand differences as well disruption to brand cohesion. To address this issue, a cross-functional team from product design, merchandising, marketing, and leadership teams should conduct a full pricing study to understand the brand's potential. In ecommerce, it is essential to be cautious about discounting the product to maintain a healthy, profitable business. Ecommerce growth often drives top line sales through occasional sales, but if the product is discounted, the rest of the market will follow, making the brand less profitable and less desirable. Full price sell-through is another key metric for identifying a strong brand. This indicates that a significant percentage of the product is selling through at full price without any discounts, which is a strong indication of brand health and helps avoid market degradation. The Importance of Monitoring

Apr 29, 202436 min

570. Dimitris Samouris, Founder of Junior, Harnessing AI to Extract and Structure Expert Call Insights

Show Notes: Dimitris Samouris discusses the development of a tool called Junior, an SaaS tool built on large language models and speech to text models. It leverages AI to help process primary research workstreams, particularly in the due diligence process, especially for primary interviews. How Junior Works - A SaaS Tool to Clean Transcripts Junior helps automate a significant portion of the administrative tasks associated with research execution, allowing users to focus more on the big picture answer rather than the execution side of things. The tool provides a highly accurate transcript of each call, including the name, segment, company, customer size, date and time of the interview, call status, and review status. The call tracker is a knowledge repository that displays the names, segments, job title, company, customer size, country, date and time of the interview, call status, and review status. The call screen is a customizable project management tool for running the call workstream. Junior has three parts: a call drawer, which has three parts: verbatim transcript, clean transcript, and audio file backup. The first step is to chunking the verbatim transcript into relevant question and answer pairs, then cleaning those pairs for colloquialisms and repetition interruptions. This process typically strips out about half of the text in the verbatim transcript, making it more digestible. The Benefits of Using Junior - Workflow Tools for Consultants Junior allows users to create a clean transcript of a call and then convert it into a call summary. The tool has two components: a stats box that extracts every numerical data point referenced in the call and stores it in one place for review after the call, and a set of key takeaways that are AI-generated summaries of the key points of the call. The tool leverages information from the beginning of a project, such as a scope document or interview guide, to help guide the summary. The tool also offers workflow tools specifically designed for the consulting industry to help get to the slide output faster. One of the main features is Ctrl. F. This feature helps users find relevant quotes and questions related to the topic, such as contract structure, pricing, implementation, and renewal processes. This feature is particularly useful for human consultants who may struggle to trace quotes due to sanitization or paraphrasing issues. An AI native spreadsheet table automates data input for questions that need to be tracked systematically across research or used in market models. It allows users to set up questions and track transcripts, with the source information attached for verification. The data is exportable into Excel for further analysis. Junior also has a chatbot that handles transcripts for consulting and investment research use cases. It produces structured answers with evidence attached to each argument, providing a comprehensive data access and customization tool. Pricing and Signup for Junior The presentation also touches on the pricing and signup process for clients, including six of the top 10 consulting firms, boutiques, and private equity funds. The pricing is $100 per transcript, which typically gets billed back to the client as part of the research expenditure along with the extra networks used to source calls. Overall, the presentation emphasizes the importance of auditability and traceability when using Gen AI tools in procurement research. Junior saves time on analysis and synthesis for clients who are already paying for interviews on big alpha sites or GLG. The tool is priced at an extra 100 dollars per interview, but it can be refunded back to the client. The signup process involves reaching out to the company, who spin up a new instance for each user due to data security concerns. The platform can be set up within a day of reaching out. Timestamps: 01:02 Using AI to automate due diligence process, including transcription and summarization of calls. 05:53 Using AI to summarize and analyze audio calls for consulting industry research 09:02 Ctrl F functions 12:57 AI-powered tool for analyzing audio interviews and providing structured insights 14:26: SWOT analysis capabilities Links: Email: [email protected] Website: https://www.myjunior.ai/ Unleashed is produced by Umbrex, which has a mission of connecting independent management consultants with one another, creating opportunities for members to meet, build relationships, and share lessons learned. Learn more at www.umbrex.com.

Apr 22, 202417 min

569. Ran Harpaz, Automating Tax Accounting for Solopreneurs

In this episode of Unleashed, Ran Harpaz, founder of Lettuce, discusses the importance of an automated tax and accounting system for businesses and that Lettuce is entirely focused on independent consultants. Independent consultants who make over $100,000 per year often overpay their taxes by $10,000 or more. Lettuce is a FinTech software company that helps these professionals incorporate their business into the right S corporation with the IRS, open a business bank account, run bookkeeping, run accounting, predict and file taxes, all done automatically through software. The company offers two levels: Pro (300 dollars a month) and Premium (700 dollars a month). The service includes accounting, bookkeeping, tax preparation, and tax preparation. Tax Strategies for the Independent Consultants Ran explains how many independent consultants are often double taxed as sole proprietors due to the IRS's coordination on annual tax returns. He offers an example to demonstrate how this works. Ran also discusses the concept of an S Corp and its implications for tax calculations. He mentions that Lettuce exists as a software solution that does this daily on every dollar, as income fluctuates throughout the year. This automated solution monitors every payment, calculates and withholds the right amount automatically, and keeps the balance to the IRS constantly close to zero. The S Corp also offers more advanced tax strategies, such as retirement matching, qualified business income deductions, and better healthcare premium payments. Once an S Corp is established, it can unlock all the tax strategies typically available to corporations. The tax system and everything around it are well optimized for corporations, and larger organizations have a finance department, FEMA, and tax experts. While the savings on Social Security and Medicare may be capped, other benefits like retirement and healthcare premium payments open up once an S Corp is established. Using Retirement Plans as a Tax Strategy Ran discusses the advantages of using retirement plans as a tax strategy for individuals, particularly those with limited liability companies (LLCs). They mention that having an SEP IRA or a defined benefit plan can provide tax-free income, but it also comes with higher limits. The speaker emphasizes that this becomes a multivariable optimization problem, as individuals may want to save more through retirement, allocate more to Social Security, optimize for salary distribution, maximize expenses, and consider factors like business use of home and mileage. He suggests that these tax strategies should be solved by software products rather than human efforts. He explains that Lettuce is a replacement for QuickBooks accounting bookkeeping packages. Instead of having multiple software solutions, Lettuce provides a single solution that includes incorporating LLCs, making S corp elections, running books, opening a dedicated bank account, and managing payroll processing. How Lettuce Offers Tax Accounting Solutions Ran also mentions that Lettuce can handle payroll for individuals who hire employees. They focus on serving businesses of one owner, as they are the essence of the business. The free business bank account is provided by TransPecos Bank, a Texas bank, FDIC insured, and provides the infrastructure for keeping money safe.The company is offering accounting and bookkeeping software that helps with automating quarterly taxes, which are a requirement for people. The software handles complex tasks such as forecasting, withholding the right amount, filing, and payment. It also handles complex transactions like multiple jurisdictions or income from Canada. The company has partnered with a CPA company to serve their specific market segment, offering additional services when needed. This includes offshore investments and rollovers from past investments. The company is also working on rolling out an AI accountant to answer customers' questions 24/7. They are training and fine-tuning the AI engine on specific tax code areas, providing answers as good as human but faster. The AI will be released in the next couple of months, and the company expects to receive positive feedback from users who want guidance and information without having to call a CPA. Timestamps: 03:45 Tax savings for independent consultants 09:39 Tax strategies for small business owners 17:44 Financial management and accounting software for independent professionals Unleashed is produced by Umbrex, which has a mission of connecting independent management consultants with one another, creating opportunities for members to meet, build relationships, and share lessons learned. Learn more at www.umbrex.com.

Apr 15, 202424 min

568. Salah Zalatimo, Integrating AI into a 100-year-old Media Business

Salah Zalatimo, former Chief Digital Officer at Forbes, discusses the history of magazines and digital transformation. Magazines have been around for a while, with many well-known brands being founded around 100 years ago. Technological innovations have enabled new businesses to launch, such as the Direct to Consumer (DTC) boom and the cheaper printing costs around the turn of the last century. A Short History of the Magazine Industry Salah talks about the background of Forbes, which was launched around the Great Depression, and goes on to why the magazine industry was much like VC Investing today, and how it changed with the advent of the internet. The tension between maintaining journalistic integrity and separation was a challenge. However, the internet revolutionized the way magazines operated, leading to many magazines going out of business in the past 20 years. Integration with the Digital Media Space Salah started his career in 2001, drawn to the digital media space after experiencing the first broadband connection and discovering Napster and music. When he arrived at Forbes, he found it to be one of the few companies that successfully adapted to these new business models. Forbes had more traffic and audience than any other magazine and competed with some of the largest information and news websites in the world. He joined Forbes in 2016 and discovered that their adaptation to the new business model was kind of outside their capabilities. Forbes adopted a new business model in 2016 when they acquired True Slant, a platform that allowed writers to write articles and receive a revenue share on the content. This aligned the incentives of all stakeholders in the content creation process, with writers and publishers trying to generate more revenue and being paid based on the success of the content. Forbes adapted this business model to their own newsroom, increasing their content production and SEO significantly. How Forbes Maintained Zero Liability The Google algorithm, which was maturing at the time, was a link-sharing system, making it difficult to lose a lead in SEO. Forbes was one of the first companies to dramatically increase their content production and SEO, leaving everyone behind. This led to a virtuous cycle where writers had their own social media accounts and audiences, which added to putting Forbes ahead of the curve in terms of adaptation. However, content production still operated as a newsroom, and digital transformation was needed to adapt the business model. Salah explains why tension arose between traditional journalists and freelance journalists and how Forbes maintained zero liability for user-generated content.. Problems Facing The Digital Media Business Model The digital media business model is facing a number of problems, including misaligned incentives and the need for a more efficient business model. Digital advertising is the primary way to monetize the media today, and traditional newsrooms focus on journalistic excellence and fact-checking. Salah explains how Forbes addressed this issue which incentivized writers to optimize their content for new distribution channels like Google and Facebook. This led to a dramatic change in the way Forbes worked and enabled them to grow. Challenges Managing Freelance Writers The newsroom faced challenges in managing freelance writers and managing quotas, which created stress. As a technologist, it was clear to Salah that many of these tasks could be simplified, automated, and made more consistent and flexible. To improve processes and outcomes, the company looked at the publishing platform as an opportunity. WordPress, the most widely used platform, is meant for smaller publications, and it couldn't handle the volume of Forbes. By aligning incentives and improving processes, Forbes was able to grow and thrive in a time when other digital media companies were either losing money or going sideways. How Forbes' Platform Was Improved To improve the platform, Forbes evaluated various third-party options and found that there were many components available in the market that could be customized and further developed for their platform. They considered AI and automation machine learning. To gather insights, Forbes hired data scientists to analyze content performance and identify patterns. They discovered that certain headline words had a 40% higher ranking in Google than comparable synonyms, and placing images after the first paragraph dramatically increased completion rates. They also developed a proprietary viral early warning system called views, which could predict with 95% accuracy whether an article would go viral within the first 15 minutes of publication. Publisher Challenges One of the biggest challenges faced by publishers is first-party data collection, which is crucial for their success. Forbes didn't have any connection between the different platforms and sharing, Salah explains how they overcame this issue and what the signifiers are

Apr 8, 202439 min

567. Henry Oliver, Author of Second Act, on The Secrets of Late Bloomers

Show Notes: In this discussion, Will Bachman interviews Henry Oliver, author of the forthcoming book Second Act about late bloomers. Oliver has a background in English literature and marketing. He worked for an MP and later in employment marketing. Defining a Late Bloomer Henry's interest in late bloomers came from his work in employment marketing, and during his research, he found a wealth of talent in an older demographic. During the course of his research, he found that cognitive ability is the number one predictor of job performance regardless of age. A late bloomer is someone who is no longer expected to achieve anything significant. However, Henry states that many people start a successful career late in life. Henry's book is structured as a series of short biographical sketches that illustrate themes such as the right people, networks, influence, being at the right place, the right time, and meandering career paths that many high profile leaders, including Margaret Thatcher, are prime examples of the late bloomer. The Focus on the Book His decision to focus more on the biographical sketch approach was influenced by his background as an A talent and employment brand consultant. He believes that the book should be focused on more than just the social science approach, as it allows him to explore the complexity of life. The concept of inefficient preparation, as discussed by Henry, is a concept that has been gaining attention in recent years, especially with the emergence of AI. He talks about the meandering career path of Calvin Coolidge. He explains that many people are considering how to prepare for different careers. However, he emphasized that this approach is not necessarily always the best career strategy, as it can lead to inefficient outcomes. One example of this is Dwight Eisenhower, who was a young soldier during World War One and was kept in America to train on tanks. Despite the shrinking army and the lack of pay at the end of the war, Eisenhower continued to study military strategy and find mentors, which eventually paid off with the advent of World War Two. Henry mentions that many people have a meandering inefficiency in their careers, and if they can find a way to switch into a more challenging job, it can pay off well. This combination of a wait-and-see approach and serious planning can help individuals make the most of their time and achieve their career goals. How to Make Networking Work Henry talks about the problem of focusing on building a network and why it's important to find the person with the right influence for whatever it is you want to do right now. He shares an example of this with the story of Margaret Thatcher's leadership election in the conservative party. Henry discusses the importance of corporate culture in shaping one's career trajectory, and how the culture helps or hinders how you work. He cites studies of young men sent to the Second World War. The study found that a more ambitious, fast-paced environment with strong leadership and opportunities for development can lead to better performance. He also talks about the detrimental effects of a toxic environment. The discussion turns to putting yourself in the right place in today's work environment. The most fundamental piece of research that Henry found is about hot streaks, where people produce their best work over a long period of time.The study found that people have an explorer phase, where they try out different ideas and move around the world. This is followed by the exploit period when they take action to take steps connected to their primary interest. In today's world, there are no universally-accepted answers to what constitutes an "exploit phase." It depends on the individual's career goals and the circumstances they are in. Steve Jobs, for example, was an example of someone who dropped out of various fields to pursue what eventually became Apple. The Importance of Exploration and Perseverance in Career The book emphasizes the importance of active exploration and perseverance over a sustained period. It emphasizes that people cannot simply move to a new location and hope for success. Instead, active exploration involves attending social events, meeting people, and participating in self-study programs. Second acts involve investing in self-improvement or relationships. Henry emphasizes the importance of live practice and building skills, which can be broad and involve socializing, learning, and networking. He suggests that the rule of 10,000 hours of deliberate exploration should be expanded to include practicing in new areas, including networking and meeting new people. He also believes that it is essential to be prepared to take opportunities. Henry talks about the importance of right timing and the concept of increasing your luck surface area. He gives the example of Ray Kroc who turned McDonald's into the biggest business in the world. At 53, he was a milkshake mixer salesman at McDonald's when he di

Apr 1, 202450 min

566. Craig Callé, Third Party Risk Management and Cyber Security

Show Notes Craig Callé talks about third party risk management (TPRM), with an emphasis on cybersecurity. TPRM is a subset of Governance Risk and Compliance (GRC), which aims to help organizations achieve their objectives, address uncertainties, and act with integrity. TPRM is crucial as over half of all data breaches occur through insecure third parties. Companies need to understand their third party relationships and monitor them more carefully, which requires a variety of tools and processes. Craig explains that TPRM can cover a variety of risks, including cybersecurity, but also financial viability, compliance with privacy, sanctions and other regulations, reputation management, supply chain issues, and alignment of ESG and sustainability objectives. Defining GRC and Third Parties Craig explains that GRC is a broad category that includes TPRM, but also enterprise risk management (ERM), business continuity or operational resilience, policy management, controls compliance, privacy and ESG. ERM typically includes a risk register, which compiles all the potential threats that can affect a company, and it is crucial to building a more predictable and measurable system to achieve its objectives at the lowest possible risk. He mentions that the term "third parties" should include not just vendors and suppliers, but also often overlooked entities such as outsourced service providers, software as a service (SaaS) apps, cloud hosts, contractors, ecosystem partners, technology partners, and financial counterparties. GRC Frameworks He mentions that a lot of the governance aspect of GRC work involves picking a suitable framework and building a program around it. For example, in cybersecurity, a popular standards body would be NIST, and he mentions a few others that give leaders a roadmap apropos to achieving high standards of operation. Organizational Relationships The head of GRC is responsible for ensuring that the organization operates within its control frameworks. For example, in a Fortune 500 company, the executive responsible for GRC might report to a Chief Risk Officer, if there is one, with a dotted line to the board audit and risk committee. Since many TPRM programs have an exclusive focus of cybersecurity risk, the head of TPRM often reports to the Chief Information Security Officer (CISO). Third Party Risk Management Responsibilities The head of third party risk management is responsible for several processes, such as onboarding new third parties, periodic audits, ongoing real-time monitoring, reporting functions, and investigating and dealing with incidents and responses. However, the responsibilities depend on the organization's level of maturity and the complexity of the process. Craig offers a few examples to clarify the complexities that have to be taken into consideration, including the fact that risk management processes can be seen as blockers, and additionally, offers a tip on how to overcome this issue. Software for Third Party Risk Management Craig talks about the importance of selecting the right software for clients, highlighting the pros and cons of a best of breed approach versus a multi-module suite. Craig mentions examples of TPRM workflow automation platforms, including ProcessUnity, MetricStream, ServiceNow, LogicGate, BitSight, and many others. These platforms facilitate questionnaires and other assessments issuance, response review, routing of issues to specific people or groups within an organization, risk scoring and reporting to stakeholders. Cyber risk ratings, which have been around for over 10 years, are now a natural complement to workflow platforms. Ratings provide objective data that help triage the community of third parties by quantifying vulnerability to data breaches. They provide easy-to-digest results that don't require an IT certification to understand, based on FICO-like scores or letter grades. He explains that companies may want to share data across modules, although some organizations can be siloed and don't realize opportunities to collaborate. For example, if a company has both privacy management and TPRM software, there is a natural logic to connect the data map required by privacy regulations to the third parties that might hold customer data. He also emphasizes the need for an advisor to understand the customers' problems and inherited solutions, as well as the timeframe and budget constraints. Ripping and replacing existing solutions is rarely feasible and desirable. AI has become an important tool for parsing through voluminous data to identify critical facts, although human involvement remains an essential element in the process. Predicting Improvements in TPRM Craig believes that over the next decade, the focus of third party risk management will involve high-level orchestration across CISOs, risk officers, and procurement people, perhaps led by what he calls a Chief Third Party Officer, or CTPO, leading to a more comprehensive view of not just risk, but

Mar 25, 202434 min

565. Ivan Oransky, Co-founder of Retraction Watch

Show Notes: In this conversation with Will Bachman, Ivan Oransky, a co-founder of Retraction Watch, shares his experience as a medical journalist and with Retraction Watch. Ivan explains that his friend and co-founder, Adam Marcus had uncovered a massive story about scientific fraud in Western Massachusetts, where an anesthesiologist had made up all clinical data. Adam, who was managing editor of an publication called Anesthesiology News got the scoop on the story, and Ivan, who was impressed with the story, suggested they start a blog about retraction notices, it turned out there were far more happening than previously thought. 13 and a half years later, Retraction Watch is still going strong and has a large audience. Adam and Ivan are volunteers but have four staff two of whom run a database of retractions that was recently acquired by CrossRef, a nonprofit that tracks scientific data and papers. The other two staff continue to contribute to the journalism work they started 13 and a half years ago, while Ivan and Adam still supervisor edit and direct it. How to Evaluate an Article Ivan shares his advice on how to evaluate an article in a medical journal or any published article. He emphasizes the importance of showing one's work and examining the evidence used to reach a conclusion. He explains that, when looking at articles, it is crucial to consider the original sources, citations, and the journal's track record of quality. He also emphasizes the importance of humility in making claims and not making pronouncements about things he or she doesn't know anything about. He also warns against trusting credentials to suggest expertise, as it can be misleading, Ivan shares the example of a time when he was asked to peer review papers about COVID-19, simply because he had co-authored a letter about retractions of work. However, he is not an expert on the subject. Ivan believes that an expert should only be asked to peer review papers that they believe are likely to hold up or should not be published. Leading Causes of Retraction Ivan explains that factors that commonly lead to a retraction. Two-thirds of retractions are for misconduct. This number is consistent across various works and he goes on to explain that there are several definitions of misconduct to take into consideration, including fabrication, falsification, and plagiarism. About 20 percent of the time, it's due to a what's known as honest error, and Ivan offers a few examples. The deeper cause is the requirement that researchers must publish in certain places to get a job in academia, tenure, promotion, and prizes. This drives people to do all sorts of things, and while this drives most people to work harder and try to work more efficiently, others may take a different approach. In fact, Ivan states that 2 percent of researchers admit to committing misconduct. The Replication Crisis Ivan talks about the replication crisis, which has been a topic of interest in the social sciences and hard sciences. When Retraction Watch was first launched, there were about 400 retractions from journals a year. Last year, there were more than 10,000, a big increase despite the rising number of papers published. The root cause of this issue is the same problem: replications are not new research or findings and should be cherished and prized, but they are not. Big journals don't like to publish replications, so they don't reward new research. To get into a big journal, researchers need to publish new research, which is simple behavioral incentive economics. The discussion turns to incentives for people to write about scientific misconduct and fraud. Ivan states that, while there is more incentive not to write retractions, he cites a page on Retraction Watch that has dozens of stories from people committed to revealing issues with research, including well-known figures. These individuals face legal risks, such as lawsuits, and are usually not paid for this work. The conversation also touches on the potential negative repercussions of challenging senior professionals in their field, such as professors or presidents of universities. However, most of these individuals do not work in science anymore, or their career trajectory is not dependent on pleasing or failing to displease senior members of academia. These individuals often publish on sites like PubPeer, which allows users to leave comments on published studies. This helps expose the issues and claims in the media, helping to raise awareness and support for those who need help. Retraction Watch offers resources and social media platforms for those interested in learning more about the topic. They welcome feedback and story tips, and they are open to sharing more information about their work. Timestamps: 01:03 Scientific fraud and retractions 04:41 Evaluating credibility in scientific articles and peer review 09:10 Research retractions and the root causes 13:05 Replication crisis in science and the challenges faced by

Mar 18, 202420 min

564. Melanie Espeland, Executive Presence Presentation

Show Notes: Melanie Espeland, a TEDx speaker and executive coach with 17 years of experience in strategy, operations, and coaching, she's former McKinsey, and in this episode, she discusses the importance of executive presence and how to achieve it. Communication in Executive Presence In this workshop, Melanie explains that executive presence is important because it provides access to insider discussions, meetings, events, and happy hours. Access is crucial for success, and influence is essential for those with a purpose or vision. Executive presence allows for a balance and integration of power, authority, respect, trust, warmth, and likability. Melanie also discusses the concept of compassionate authority, which she sees as a combination of power, authority, respect, trust, warmth, and comfort with the people you are speaking with. This external communication and ability to share thoughts and feelings are key to achieving executive presence. By understanding the value of executive presence and its impact on success, individuals can better navigate their roles and achieve their goals. Melanie explains that executive presence is a complex concept that varies across different personalities and people. There is no one-size-fits-all formula for expressing presence, as there are different ways of expressing it. Steve Jobs and Michelle Obama are examples of individuals with different styles, each with their own unique qualities. However, there are common threads or levers in executive presence that can help individuals build their personal and professional style that aligns with their strengths and personality. Building Executive Presence A structured approach to building executive presence consists of two pillars: the literal (physical, tangible) and the figurative (mental, emotional). Under each pillar, there are three common threads or levers: voice, body, and appearance. Voice refers to the speaker's voice, verbal communication, body language, posture, and physical presence. Body language, posture, and physical presence are also crucial. Application is the first impression, and it is important to consider how our appearance may impact our professional image and relationships. By understanding these common threads and levers, individuals can develop a unique and authentic executive presence style that aligns with their strengths and personality. The figurative pillar of executive presence is relevant for mid to senior level professionals as they move up the ladder. Authenticity, confidence, and vision are important for connecting with others and understanding one's strengths, weaknesses, wants, intentions, and motivations. Authenticity is crucial for connecting with others and making them feel comfortable. Confidence is different, as it involves feeling confident in oneself and being clear on one's goals. Vision is crucial for building an executive presence, especially as you get more senior. Effective Communication for a Large Audience To communicate effectively in large audiences, it is essential to understand media skills, such as how to talk to the media and communicate ideas consistently and coherently. As you become more senior, you will be thrown into meetings and need to control what people leave with. These six common threads or levers of executive presence can be divided into two pillars. By measuring up in these areas, you can identify areas where you have more opportunity. Exercises can be done together to practice these skills at home, starting with voice and body exercises. By focusing on these areas, you can develop new skills and improve your executive presence. How to Improve Verbal Communication Melanie discusses the importance of voice and body verbal and nonverbal communication in executive presence. One technique that often surprises people is tongue placement exercises. She believes that the body is an instrument that needs to be controlled, rather than controlled by it. They encourage participants to try these exercises at home and see if they stick better after practicing with them. Tongue placement exercises help improve diction, projection, and warmth in speech. For example, in American English, the tongue tends to be in the middle, which can lead to a more accurate and clear voice. This is particularly beneficial for those who may be uncomfortable with their accent or question their pronunciation. Projection is the distance sound travels from the mouth, which is different from volume. This helps give the voice gravitas and resonance, giving it authority and warmth. Melanie provides various exercises that can improve diction. In conclusion, voice and body exercises are essential for improving verbal and nonverbal communication. By practicing tongue placement exercises, individuals can gain a deeper understanding of their voice and body, ultimately leading to improved communication and overall performance. Breathwork for Executive Presence Breathing is crucial for a great voice and ov

Mar 11, 20241h 7m

563. Alex Brueckmann, Author of The Strategy Legacy

Show Notes: In this episode of Unleashed, Alex Brueckmann discusses the concept of strategy and its importance in business. Alex states that strategy is defined as a set of integrated choices made to win in a chosen marketplace. It is not just about playing the game, but about creating value that convinces or influences customers to buy from the company. A good strategy should be cohesive and integrated, making sense together, and Alex explains what defines a good strategy. Defining Key Factors in a Strategy When discussing a strategy, it is important to understand what the company does, for whom, what they offer, and who their customer is. This information can help businesses define their niche, mission, and goals. The next piece of information should be a clear description of what the business will look like in the next few years. The end state of the business and the strategy cycle should be defined, with what will be achieved by implementing the strategy and what actions will be taken. By knowing what you do, for whom, what you work toward, and the few choices that make 80% of the impact, businesses can focus their resources on the most important aspects of their strategy. Helping Companies Develop a Strategy Alex talks about the process of helping companies develop their strategy. He begins by helping clients understand their playing field, recent past changes and challenges, and aligning them with what the reality looks like. He discusses future changes and challenges, dissecting them into opportunities and defining target markets and clients. Alex helps clients understand what they need to do to make clients choose them over competitors in various industries. He also introduces the framework of the nine elements of organizational identity, which is an integrated approach to understanding every aspect of an entity. This includes customer experience, who the company is as a company, and the impact they want to have by providing a service to the world. The Nine Elements of Organizational Identity Alex talks about the frameworks he uses to help clients develop a strategy, including the nine elements of organizational identity and how he has defined key factors into the inner circle, the middle circle, and the outer circle. The Inner Circle Business Strategy He talks about the inner circle of a business and what it involves, including impact, mission, and principles. Impact is the change you want to create, based on your purpose and reason to exist as an organization. Mission is what an organization aims to do, and principles are the underlying values and behavioral guidelines.He explains how each element works and what the difference between impact and mission is. Iimpact is the change you want to create, while mission is what an organization aims to do. For example, a vehicle company's mission is to produce vehicles and sell them to a specific target group. However, the impact they create is deeper than their business definition. For example, producing affordable vehicles can be a game changer for families in third world countries, and having your own vehicle can also be a game changer depending on the security situation. The Middle Circle Business Strategy The middle circle is your business strategy, which includes a vision, choices made, and measurable goals. SMART goals are specific, measurable, and timed, but they lack specificity and, instead, hope that passion will carry them forward. To create a cohesive business strategy, it is essential to have a clear vision, intermediate goals, and visual representations, such as a strategy map. This helps ensure that the story you are telling with your strategy is cohesive and effective. The Outer Circle Business Strategy Alex discusses the outer circle, which includes management system capabilities and targets. This outer circle is likened to a scaffolding that prevents a business from breaking down again. However, without enabling everyone in the business to lead effectively and help individual contributors understand that their job matters, and help them achieve their individual targets. It also helps ensure alignment with company values.He mentions that targets should be both cultural and strategic. The third element in the outer circle is management systems, which help adjust organizational structure and processes to support change. These systems are designed to help the company stay stable and develop, but they are not designed for change. Therefore, building new systems and then removing the old ones is crucial to create strategies that support strategy, implementation, and culture. Preparing the Foundation of Strategy Development Alex emphasizes the importance of understanding the playing field and reality, as well as the diamond values that define who a business is. Diamond values are hard to alter, even under pressure, and are hard to lose clients if they don't align with the company's values. He mentions that the distinction between irrational and

Mar 4, 202433 min

562. Karen Friedenberg: AI Project Case Study

Show Notes: Karen Friedenberg discusses a project she worked on to design an Intelligent Automation Center of Excellence for a Fortune 500 medical supply company. The challenge was that the organization was initially looking to leverage robotics process automation (RPA) technology to automate repetitive and manual processes. This led to the development of Intelligent Automation, also known as hyper automation. Defining the Meaning of Intelligent Automation The first step in this project was defining Intelligent Automation and defining its meaning. The client wanted to develop a center of excellence to coordinate efforts across the company to take advantage of new technology and benefits quickly and in a coordinated way. The center of excellence would serve various needs and be a resource for the organization. Karen explains that the first step was to identify the pockets within the organization where people were learning about robotics, process automation, AI, and chatbots. She then interviewed stakeholders to understand their strategic imperatives and goals, and a key understanding was to let business lead the way, not the technology. The second step focused on developing the structure of the Intelligent Automation Center of Excellence (COE), its interaction with other teams, and the roles and competencies of the COE team. The COE team would be responsible for staying on top of the evolving technologies and coordinating efforts to leverage project management and program management capabilities in a coordinated way. One of the great things about new technology is putting it in the hands of the business and users, allowing them to solve problems themselves. However, there were challenges, opportunities, and fear to address, such as change management and fear of the business starting to do this. For example, IT was beginning to fear redundancy in many of their roles. As a solution to these challenges, it was necessary for the COE team to identify their mission, roles, and responsibilities. The Center of Excellence Explained The Center of Excellence (COE) is a team that works to identify and prioritize automation candidates in business units. Karen talks about the knockout criteria they use to assess if a process is an automation candidate and if it can be done within existing systems. The COE then uses a box prioritization matrix to assess the impact and effort of each candidate. If it is easier and less risky, it may be a candidate for a citizen developer role. Governance is also a key aspect of the COE's role. The COE's role involves oversight and sharing best practices. They train and certify citizen developers to use new technology and processes, ensuring proper controls are in place. The SDLC (Software Development Lifecycle) is a model that aims to maintain flexibility and speed while ensuring proper controls. People submit requests through various methods, such as email, phone, or using shared systems like Leisha shared through SharePoint and Microsoft tools. The COE's role is to ensure that the process is secure and efficient, while also ensuring that the right controls are in place to prevent unauthorized changes to code. Discussion on the Design Phase of a Project Karen explains that they are still in the design phase and it has not been fully executed yet. The vision was to analyze incoming requests and determine who gets help. The team is divided into a business lead and an IT lead who would work with business analysts to assess the project's feasibility. The group provide different levels of support, such as a half-hour conversation or a three-month project with a business analyst and consultants.The first step is to train the business unit citizen developer and to provide regular reviews to the client. The team would also provide additional technical, business process, and change management assistance. The goal is to help the client team navigate their blockers and be a centralized source for sharing learnings and best practices across the business. Integration with The Center of Excellence The COE is complex and interacts with multiple systems, including project management teams and various departments across the business. The team would also be aware of other projects in the company and work with them to ensure each project is documented and shared within the ecosystem to share information across departments and projects as required. Karen discusses the development of an Intelligent Automation center of excellence and the marketing approach taken to promote the service. The center consists of five people and is being promoted internally through business optimization managers. The company is taking a crawl, walk, run approach, starting small and growing. She explains that some barriers to the center include resourcing, funding, and fear of AI impacting employees' jobs. Organizational change management is crucial in these efforts, as it ensures sustainability and avoids unintended consequences fo

Feb 28, 202418 min

561. Why and How to Become an Adjunct Professor

Show Notes: In this episode of Unleashed, the panel discussion focuses on the pros and cons of becoming an adjunct professor. The panelists discuss the motivations behind teaching courses as an adjunct professor, how to get hired, whether to teach in traditional MBA programs or other certificate or degree programs, the amount of work involved, typical pay, relationship building opportunities, project opportunities, and ancillary benefits such as access to datasets or research services. The discussion kicks off with Adam Braff, a data analytics executive/advisor, shares his reasons for teaching, stating that the best reasons to teach are not practical instrumental reasons but more passion and love for teaching and believes it is a creative act. Mary Kate Scott follows Adam. She teaches at the University of Southern California, Marshall School of Business in the MBA program, and Keck School of Medicine, focusing on healthcare. She has taught the business of healthcare, innovation and health care, new business models in health care, entrepreneurship and health care, and medical device business models. Mary Kate also shares her background with Procter and Gamble and later joined McKinsey for two years to become a better professor. She found she loved the position and stayed there for seven years, but she states that she found the joy of teaching to be both inspirational and fun. She enjoys the level of engagement and interaction in her classes. Sven Beiker teaches Strategy Making in an MBA program at Stanford Business School, and also at a university in Sweden about AI and product development. He discusses his experience teaching at Stanford and their passion for teaching. He began his teaching career at Stanford which led from a position as an automotive program manager. He also enjoys working with younger people, finding it intellectually stimulating. He has also found the position to be an asset in branding, and has found that it helps in terms of being considered as a keynote speaker from Stanford Business School. Mohannad Gomaa shares his experience teaching at US Navy PostGraduate School, which was motivated by a contract with a colleague and his subject matter expertise. He designed and delivered the curriculum. He has also taught in consulting colleges, and recently, he was authorized by the Association of Supply Chain Management to teach supply chain certifications, including the CSCP certified supply chain professional certification. This allows him to associate with a reputable knowledge body and meet with stakeholders interested in his work. He has also signed an agreement to be a consulting partner for the ACM, which will allow him to explore more opportunities across industries. He believes teaching is a passion that can generate revenue beyond the passion. An adjunct professor at the University of Copenhagen shares her passion for teaching consulting and adds to her reputation for expertise in her field, but she finds teaching fun and energizing. How to Secure a Position as an Adjunct Professor The conversation also touches on how to get started as an adjunct professor. To do this, one should be flexible about the institution they want to teach in and focus on the dimensions that are necessary to their field. Many schools have executive MBA programs and masters of leadership programs and other programs that are growing and need teachers who can teach their specific subject matter area and create and pitch syllabuses. To reach out to the right people in these institutions, one should reach out to the Academic Director of different degree programs. This person will be responsible for the substantive side of these programs and can help with informational interviews. For example, if one wants to teach in New York City, one could reach out to HR or the dean of the school. Mary Kate discusses the benefits of adjunct teaching, including the joy of publications, networking, and credibility. She suggests starting as a guest speaker and gradually delivering classes, either shorter or elective, and eventually creating the curriculum. She also encourages reaching out to people teaching similar courses to your field to get started. She also mentions simply letting people know you are interested in teaching. Sven mentions that many full-time professors don't like to teach, but they are constantly looking for someone to bring real-world experience into the classroom, to interact with a class, and bring their knowledge to the table. He states that, there are continuing education programs at universities, such as Stanford, that offer continuing education programs on both the professional side of education. These programs can help students gain experience and develop their interest in graduate programs and could be a first step into teaching. Networking is a key aspect of adjunct teaching, and can lead to a board position. The Evaluation Process Revealed The panelists discussed the typical evaluation process for t

Feb 27, 202454 min

560. Russell S. Reynolds, Jr. Building a World-class Professional Services Firm

Show Notes: Russell Reynolds, founder of Russell Reynolds Associates and RSR Partners, shares his story of starting his own executive search firm in the 1960s. He served in the Air Force and later joined JP Morgan. After working there for six or seven years, he joined William Clark Associates. However, shortly after, he decided to start his own firm with his friend OB Clifford and a few other friends. They collected $50,000 and started Russell Reynolds Associates. He also decided to invite his friend Lee to join the firm as partner. The firm was established in 1969, and the partnership worked well. Today, Russell Reynolds Associates is one of the largest search firms in the world. As a big producer, Russell believes that success in a service business is about doing a good job and connecting with clients. He was introduced to the senior partner of Oppenheimer and company; they became great friends which eventually led to many more clients. Key Factors in Hiring Talent Russell states that it is important to look for people who are well adjusted, positive, and excited about the future. He believes that integrity is the single most important ingredient for success, and if people are honest and try to do the best they can, they will prevail. He shares the key points he looks for in people, including whether they are givers or takers and the questions he asks candidates. When hiring for Russell Reynolds Associates, one of the key questions is whether the person has integrity or adapts to their style of client service. Russell asks for samples of their writing, because communication skills are so important, and he also asks about family relationships and what they do on weekends. He also emphasizes the importance of taking them off base to see how they really behave, and allows him to see how well they are prepared and how they can be receptive to new ideas. Russell believes that bright young people are the key to success in a business because they are motivated, hungry, and want to please you. Building the Board and Expanding the Firm Russell discusses the role of an external board of advisors, which included prominent business leaders from JP Morgan and Shell. He shares the firm's approach to governance, and how it was run like a public corporation. He also discusses the institutions and practices set up to develop people. The firm grew through branch offices, and rules established by each branch, but there were certain rules that were set up across all branches, and he explains what they were and certain aspects which were encouraged such as involvement in charitable and political activities. Russell shares stories of when he was involved in fundraising for both charitable and political campaigns, including meeting then Prince Charles, and time spent raising funds for George H.W. Bush and Ronald Reagan. Success Factors of the Firm He talks about maintaining and building relationships and shares a few tips on maintaining positive client relationships and how his firm offered new ways of providing value to clients. The firm's search businesses are broken down into practice areas such as healthcare, financial services, wealth management, consumer, industry, board, and recruiting. He also talks about building a service firm and practice management. In 1993, Russell sold his shares in RSR Associates and decided to start RSI Partners. The firm expanded into executive search, which is still going well today. He explains why he made this decision. He is now chairman emeritus, and although he is not directly involved, he is on the board. He shares why he sold RSR Associates and why he decided to come out of retirement to start a new company. The conversation turns to career mistakes and Russell recounts a story of being charmed and betrayed, why he believes physical fitness is important in the assessment of a candidate, why he's leary of academic achievers, and what he considers valuable assets. Professional Career Advice Russell advises young college graduates to focus on developing their skills and investing in them. He suggests attending seminars, conferences, and listening to podcasts to learn new skills. He emphasizes the importance of having a balanced life, including vacations, family, and relationships. He also suggests being on outside boards, both charitable and for profit, for educational and helpful experiences. For those building a professional services firm, Russell suggests not taking no for an answer, not to be limited by one's imagination, and the importance of being grateful, humble, respectful, and recognizing that they are not the most important person in the world. He emphasizes staying in good health physically and mentally. However, he also recognizes that the advice depends on the individual's interests and goals. Timestamps: 05:37 Leadership, client service, and hiring practices in professional services 16:01 Leadership, governance, and talent development in a consulting firm 24:42 Political con

Feb 26, 202445 min

559. Paul Gaspar: AI Project Case Study

Show Notes: In this episode of Unleashed, Paul Gaspar discusses his experience working with artificial intelligence at a major global insurance conglomerate in Japan. The company faced pressure to streamline operations and reduce costs within its auto business. Paul, who was in a role leading the data science function, suspected that the claims area in insurance was a target-rich environment for delivering value with advanced analytics and technology. He found that similar processes were being utilized on claims regardless of the size, leading to the opportunity to put analytical rigor behind the claims estimation process. AI Use for Processing Insurance Claims Paul and his team looked at information flows at various points in the process, specifically evaluating how information collected at the time of the accident could be used to provide insight on losses. Using this information, they built predictive models using AI techniques that would allow them to predict the ultimate value of these claims from a $1 perspective, using a subset of the initial information collected at the time of loss. By building models that could do this quickly and accurately, they were able to set thresholds that would allow for automated processing and payment of claims amounts on about a quarter of the total claims volume. This reduced the workload for the team handling claims and sped responsiveness to customers with smaller claim amounts. The Process of Assessing Information Paul explains the process of assessing the quality, consistency, and reliability of information for a client. This involves assessing the types of information, blending them with data analysts experienced with using different modeling techniques and programming languages. Paul and his team used Python to investigate particular approaches, and testing results to identify useful data elements for creating meaningful insights. This process is not necessarily feasible for a data analyst with minimal data science knowledge. Instead, a step-by-step approach involves evaluating the data, considering viable modeling techniques, and experimenting with them to ensure accuracy, speed, and processing power. A team of experienced data scientists can help guide the technical approach and modeling techniques used in the case. This approach is essential for evaluating claims and determining the appropriateness of claims based on the available data. To ensure precision across various claim types, it is crucial to segment claims by value and look at the ones with the lowest value. This helps identify potential risks and minimizes leakage, which is the risk of overpaying for claims relative to processing costs. Predictive analytics is a complex art and science, and it is essential to be careful about how and where to use it, ensuring that risks are well understood and balanced against the benefits of the process.To turn a scalable business process into a working scalable business process, Paul states that change management work must be done across various functional areas. This includes ensuring that information is passed into payment systems, how automation impacts existing processes, and how to contact customers and inform them of potential benefits. Building AI Algorithms to Prevent Human Errors In the claims process, Paul states that human errors can be a significant issue, as they can lead to false positives and false negatives. To prevent human errors, AI algorithms should be trained to match human judgments and set error tolerance thresholds. This is a time-consuming part of the process, and it is essential to work with claim handling professionals to assess the performance of the models and identify errors. He also mentions that risk management is crucial in ensuring that systems make accurate decisions and avoid making mistakes. Machine learning operations (ML ops) have emerged as a concept that accounts for model performance over time, and it is crucial to continually monitor and adjust models as needed. To ensure that the model does not become overly sympathetic to human errors, it is essential to conduct testing and monitoring over time. Companies that excel in this field have developed software programs that allow for systematic monitoring of decisions. By setting thresholds and balancing processing time and error, companies can set acceptable thresholds and auto-process claims at risk-acceptable levels. The Evolution of Predictive AI Paul discusses the evolution of predictive AI, specifically generative AI, which uses existing knowledge bases and training models to generate content that is most likely to be related to an end user's query. This is the basis of foundational models used by open AI and Perplexity to create a new paradigm and use case for predictive AI. The accessibility, power, and intuitive nature of these models make them exciting for experimentation. Generative AI tools have become multimodal, allowing them to take textual, voice, image, or vide

Feb 19, 202419 min

558. Astrid Malval-Beharry: AI Project Case Study

Show Notes: In this episode of Unleashed, Astrid Malval-Beharry discusses an AI case study with a top 50 homeowners insurance carrier in the US. Astrid was approached by their underwriting and innovation teams to digitally transform their underwriting workflow. Astrid shares an overview of the industry at present. The industry is facing challenges due to an increase in natural catastrophes, inflation, disruptions in the supply chains, and policyholders who prefer to have an Amazon or Uber experience with their insurance carrier. The client had three goals for the digital transformation project: increasing the level of straight-through processes, improving risk assessment, and realizing greater investment in inspection. Astrid explains what straight-through processing is and how it works using data analytics and AI-based and technology solutions. The second goal was to improve risk assessment by analyzing the location of the property, the condition of the property, and the policyholders themselves. The client wanted to know how AI solutions could help enhance risk assessment, reduce premium leakage, and charge the right price for coverage. The third goal was to improve the inspection process, which currently costs carriers a lot of money but only yields a few actionable insights. To achieve this, Astrid's team shadowed underwriters across both regions and senior IDI to understand how consistently underwriting guidelines are being applied. The team also interviewed and benchmarked against competing carriers, InsurTech carriers, and carriers that look at the underwriting workflow with a different lens. This allowed them to see the art of the possible and make informed decisions about their underwriting practices without disrupting the workflow. Employing AI Solutions for Insurance Companies Astrid talks about what follows the research and benchmarking exercise and how they mapped the workflow and the ideal future state. Premium leakage occurs when insurance companies charge less for a policy than the actual premium should be to reduce losses and charge the right price for the coverage. The inspection process is often done by agents or license inspectors, leading to a lack of actionable insights. To address this issue, a preferred digital transformation engagement was conducted by shadowing underwriters across both regions and senior IDI. This allowed the team to understand the consistency of underwriting guidelines and the impact of different levels of underwriters on the process. Competitive intelligence benchmarking was conducted against carriers with similar profiles and InsurTech carriers. This allowed the team to map the workflow as the ideal future state from an underwriting workflow perspective. However, the change should not be too abrupt, as the procurement process in the insurance industry is notoriously long. A middle ground was identified by analyzing claims activities on the book of business NIS to identify the biggest losses and how implementing AI solutions would give the highest return on investment. Change management is also important, as it involves both technology and people and processes. The organization's readiness to implement new digital tech-driven solutions is also crucial. Astrid also touches on the convergence of people and processes when implementing technological solutions in change management. Questions to Ask an AI Vendor Astrid shares a list of questions to ask an AI vendor, including accuracy, model explainability, model bias and fairness, and scalability. She has experience working with insurance carriers, analytics, technology vendors, and private equity firms, giving her a deep understanding of what solutions work and don't work. When selecting an AI vendor, it is important to understand a series of fundamentals about the solution. The first question is about the accuracy and performance of the AI model. It's crucial to understand how the vendor measures accuracy and how they handle situations where the model may not perform as expected. The second question is about model explainability, which is crucial in the highly regulated insurance industry. The third question is about model bias and fairness, and how the vendor addresses and mitigates biases in their AI models. The fourth question is about scalability. While some solutions are considered vaporware, and Astrid explains what vaporware is, there are legitimate, enterprise-grade solutions that have legitimate AI technology. By asking these questions, clients can better engage with the right AI vendor and ensure the right decision-making process. She states that licensing data from a vendor is the right path due to the ongoing maintenance required. AI vendors are now incorporating large language models, such as chat GPT, into their AI models. However, this is not the core competency of an insurance carrier, which is to assess risk. Astrid stresses that results should not be expected too quickly. However, she does mention

Feb 18, 202421 min

557. Julie Noonan: AI Project Case Study

Show Notes: Julie Noonan shares a case study on using AI while working with a top 15 global pharma company to get the most insight from the data and reduce time to market or time to development of their particular molecules and drugs. In early 2022, the pharma company was using artificial intelligence and machine learning to analyze clinical and research data. The organization Julie worked with was a digital and data concentration alongside data scientists and computer scientists. Julie shares where this organization placed focus and what their goal was with regards to using AI and machine learning(ML), and the role she played in developing this center of excellence. Company Use Cases of AI and ML Most of the early use cases involved clinical data and research data. Clinical groups were conducting the first clinical trials with animal populations, and recording their data in various tools. They were studying a specific model molecule to understand its implications across projects. For example, they were studying a molecule for one disease indication and wanted to predict its relevance for another project that another team was working on. AI and machine learning prompts were used against the data, allowing them to organize and prompt data to return potential other indications that could be tested with the collected data. Julie talks about how companies are grappling with the rapidly evolving AI technologies, and a center of excellence can be a solution. However, concerns may arise about adding bureaucracy and slowing down innovation. She explains how she helped her client deal with these concerns. The company culture of this global organization highly values entrepreneurialism, and allows data ownership within its group, allowing for experimentation unless it directly impacts patients. She mentions that they were able to educate interested groups about the importance of patient safety and ethics. The organization rewards innovation by publicly recognizing those who come forward with project ideas. Even if the project is not great or a failure, it is a lesson learned. The company's top priority is the patient, and they reward those who come forward with ideas without imposing penalties or shutting down projects. The organization also stresses the need to comply with correct procedures to avoid ethics violations. Inspiring a Company Culture of AI and ML Innovation Julie talks about how her role in change management helped inspire innovation within the company. They used polls to encourage innovation and encourage change. They run exciting advertising, competitions, and partnerships with universities, allowing for the introduction and excitement of new AI technologies. This approach helps companies navigate the challenges of AI adoption and ensures that their innovation is not stifled by bureaucracy. Julie explains that for change to be successful, leader support plays a key role. The center of excellence (COA) is a key change management initiative within an organization. It involves making people aware of AI and machine learning, which can be achieved through various marketing strategies. The organization chose a name that aligns with its culture and annual message from the CEO, highlighting the future and benefits of AI and machine learning in drug delivery. The COA also held pop-up events where individuals could access learning materials, certifications, and practice using fake data. Office hours were provided for those who had no idea about IT architecture or how the organization operated. Newsletter articles, posted posts, and video monitors were used to promote the COA's existence. A community of practice was formed, which met monthly for educational sessions and discussions on AI usage. Julie also explains how they monitored ethics and DEI to represent the target patient population. Measuring the Efficacy of the COA Measuring the effectiveness of the COA is challenging due to the lack of metrics. Julie talks about measuring awareness, and how the organization has grown from six members to a global community of over 1500 people. She also mentions accessing use of the learning, accessing use of the sandbox, and the number of projects brought into be evaluated, focusing on their metrics. For example, in the first year, 10 projects were part of a competition with a local university, where teams of university and company employees worked together to implement AI/ML elements in their projects. The project metrics included surprises, opportunities, and lessons learned. This success was significant in the pharmaceutical industry, as more drugs and experiments fail than succeed. Over the last two years, the number of data scientists has grown dramatically, and the COA has become a vital tool for the organization's digital transformation efforts. Timestamps: AI use cases in pharma company 06:33 Balancing innovation and governance in a large organization 11:29 Marketing a new AI center of excellence internally 15:4

Feb 17, 202418 min