The Talent Sherpa Podcast

AI Can't Learn What No One Wrote

19 min · 11. maj 2026
episode AI Can't Learn What No One Wrote cover

Description

Send us Fan Mail [https://www.buzzsprout.com/2546522/fan_mail/new] Most companies think the hard part of AI adoption is the technology. The organizations further along have hit a different wall: when you try to teach an AI system how your organization actually works, you find out nobody ever wrote that down. This episode breaks down HubSpot's three-stage AI adoption arc and what happens at Stage 3 — where the technology is ready but the organizational foundation isn't. This is where the CHRO has a clear mandate, if they move fast enough to claim it. What You'll Learn * HubSpot's three-stage AI adoption framework and why Stage 3 is where most organizations stall * Why your process documentation describes how you were designed to work — not how you actually run * The two types of missing organizational knowledge and why one can never just be "found" * Why decisions about what AI systems handle are organizational design choices, not engineering problems * Three immediate plays CHROs can run to get ahead of this work before engineers define it for them Key Quotes * "When you sit down to teach an AI system how your organization makes decisions, you find out nobody ever wrote that down." * "The technology is usually ready. The organizational part — that's the part that's not ready." * "Teaching AI systems how your organization actually operates forces every organization to confront what it was really running on." Sources for Statistics Cited * 94% of HubSpot employees use AI weekly — HubSpot Blog: How We Operate as an AI-First Company [https://blog.hubspot.com/marketing/how-we-operate-as-an-ai-first-company] * 3,900+ AI tools built by HubSpot employees — HubSpot Blog: How We Operate as an AI-First Company [https://blog.hubspot.com/marketing/how-we-operate-as-an-ai-first-company] * Recruiting cut 10 days off time to hire — Source not fully verified * 80% of scheduling automated — HubSpot: Human-Led, AI-Accelerated Talent Acquisition [https://www.hubspot.com/careers-blog/human-led-ai-accelerated-our-vision-for-talent-acquisition] SEO Summary CHROs must lead AI adoption's toughest stage — surfacing undocumented organizational knowledge before engineers define the future of work without them. Keywords: CHRO, AI adoption, human capital strategy, organizational knowledge, AI implementation, HR leadership, workforce transformation, CHRO mandate, talent strategy, AI systems Support the show [https://www.buzzsprout.com/talentsherpa/support] If this episode landed, the next move is yours.  Coaching is where it closes fastest — Jackson has developed CHROs from both sides of the table, as their leader and as their coach. The CHRO Ascent Academy, Private Coaching, Mandate Protocol, CHRO Chronicles, and the best-selling Substack are there too.  All at mytalentsherpa.com. _______________________________ In private equity: Propulsion AI surfaces workforce risk before the close and translates strategy into individual accountability after it. Before AI automation -  drive outcome clarity with digital teammates to do the work fast and at scale.  All at getpropulsion.ai. _______________________________ CHRO podcast, CEO Podcast, Business, Management CHRO strategy, HR strategy, talent management, leadership development, talent management podcast, human capital strategy, mandate clarity, peacetime wartime leadership, talent hat framework, leadership pipeline, senior leadership, people strategy

Comments

0

Be the first to comment

Sign up now and become a member of the The Talent Sherpa Podcast community!

Get Started

1 month for 9 kr.

Then 99 kr. / month · Cancel anytime.

  • Podcasts kun på Podimo
  • 20 lydbogstimer pr. måned
  • Gratis podcasts

All episodes

143 episodes

episode McKinsey Said Five Gaps. It's One. artwork

McKinsey Said Five Gaps. It's One.

Send us Fan Mail [https://www.buzzsprout.com/2546522/fan_mail/new] McKinsey's HR Monitor 2026 mapped five gaps for HR leaders to close. The data is sharp. But their HR strategy prescriptions describe the penthouse to leaders still trying to figure out who's mowing the lawn. This episode breaks down what the report found and why all five gaps are the same altitude problem in disguise. If HR can't make human capital legible to the business, finance and IT will build that system first — and talent becomes a cost line in someone else's spreadsheet. What You'll Learn * Only 11% of organizations plan their workforce on a long-term capability basis. Everyone else is doing headcount math for next quarter. * When 24% of employees get zero training and HR leaders overestimate development activity, you're not running a function — you're running a program. * Why AI dropped into an activity-measuring model just produces faster activity, not better outcomes, and what to do about it. * The McKinsey fork — lead AI integration or get absorbed by IT — is decided by one thing: whether HR can make human capital legible first. * Four plays to raise your altitude this week, starting with one role and one business metric. Key Quotes * "The function measures activity and calls it performance." * "Become legible to the business or become a data source in somebody else's model." * "Get your lease in your name before you redecorate the penthouse." Sources for Statistics Cited All statistics from McKinsey HR Monitor 2026 [https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/hr-monitor]: survey of ~1,300 HR pros and 5,500 employees across 10 countries; 11% long-term capability workforce planning; 24% zero training participation; 50%+ receive feedback annually or never; employees stay for pay (52%), work-life balance (46%), job security (45%); AI adoption +0–6 pts by domain. Support the show [https://www.buzzsprout.com/talentsherpa/support] If this episode landed, the next move is yours.  Coaching is where it closes fastest — Jackson has developed CHROs from both sides of the table, as their leader and as their coach. The CHRO Ascent Academy, Private Coaching, Mandate Protocol, CHRO Chronicles, and the best-selling Substack are there too.  All at mytalentsherpa.com. _______________________________ In private equity: Propulsion AI surfaces workforce risk before the close and translates strategy into individual accountability after it. Before AI automation -  drive outcome clarity with digital teammates to do the work fast and at scale.  All at getpropulsion.ai. _______________________________ CHRO podcast, CEO Podcast, Business, Management CHRO strategy, HR strategy, talent management, leadership development, talent management podcast, human capital strategy, mandate clarity, peacetime wartime leadership, talent hat framework, leadership pipeline, senior leadership, people strategy

22. juni 202617 min
episode Wrong Hat, Wrong Moment artwork

Wrong Hat, Wrong Moment

Send us Fan Mail [https://www.buzzsprout.com/2546522/fan_mail/new] A CEO stood on a Fortune stage in May 2026 and said he fired his HR team for creating problems that didn't exist. The loudest cheers came not from the usual HR critics — but from operating executives and senior leaders. That reaction isn't outrage. It's recognition, and it's worth understanding. This episode unpacks what actually drove the Bolt friction — and what it reveals about CHRO strategy, the three-hats framework, and why the HR function becomes the story when the mandate vacuum is never filled. Jackson O. Lynch and Scott Morris have both been on the wrong side of this. They're naming it plainly. What You'll Learn * Why the Bolt reaction spread to senior leaders and operators — and what that signal says about HR credibility under pressure * How the three-hat framework (compliance, advocacy, talent) breaks down in distress — and which hat must lead in a turnaround * Why the CHRO seat requires a categorically different identity than every other job in the HR function * The mandate vacuum loop: how unclear CEO direction produces compliance defaults that create friction and erode trust * Three plays to run this week — one for CEOs, one for CHROs, one for both — before crisis arrives Key Quotes > "Peacetime business leadership and wartime business leadership are not the same thing." > > "The head of HR is not an HR person. Period. Full stop." > > "The mandate is the contract that makes everything else possible." Sources for Statistics Cited * Bolt valuation dropped from $11B to ~$300M — Fortune, May 2026 [https://fortune.com/2026/05/19/bolt-ceo-ryan-breslow-cut-hr-department-causing-problems-fintech-startup-turn-around/] * Average CHRO tenure declined from 6 years to 4.8 years (25,000+ profiles) — Josh Bersin Company / Findem, Dec 2024 [https://www.prnewswire.com/news-releases/new-josh-bersin-company-data-spotlight-chros-now-face-complex-and-difficult-realities-302630712.html] SEO Summary Bolt fired HR and the C-suite cheered. Jackson Lynch and Scott Morris unpack CHRO strategy, the three-hats framework, and the mandate vacuum behind the friction.    Support the show [https://www.buzzsprout.com/talentsherpa/support] If this episode landed, the next move is yours.  Coaching is where it closes fastest — Jackson has developed CHROs from both sides of the table, as their leader and as their coach. The CHRO Ascent Academy, Private Coaching, Mandate Protocol, CHRO Chronicles, and the best-selling Substack are there too.  All at mytalentsherpa.com. _______________________________ In private equity: Propulsion AI surfaces workforce risk before the close and translates strategy into individual accountability after it. Before AI automation -  drive outcome clarity with digital teammates to do the work fast and at scale.  All at getpropulsion.ai. _______________________________ CHRO podcast, CEO Podcast, Business, Management CHRO strategy, HR strategy, talent management, leadership development, talent management podcast, human capital strategy, mandate clarity, peacetime wartime leadership, talent hat framework, leadership pipeline, senior leadership, people strategy

11. juni 202643 min
episode What Nobody Tells New CHROs artwork

What Nobody Tells New CHROs

Send us Fan Mail [https://www.buzzsprout.com/2546522/fan_mail/new] Nobody tells first-time CHROs what the game actually is. On this episode of The Talent Sherpa, a CHRO podcast for senior HR leaders, Jackson Lynch lays out 10 things he wishes he'd known before sitting in the seat — not frameworks, not best practices, but specific truths that change how you operate. You'll walk away knowing why your mandate is made of assumptions until you write it down and get it challenged; why talent management at the CHRO level means identifying the 5% of roles driving disproportionate outcomes and loading them with A players; why your engagement survey is an autopsy and not a prediction tool; why your org chart is a hypothesis nobody has revisited; and why peer alignment is a system you design before you need it — not relationships that develop naturally. Whether you're in year one of the CHRO seat or heading into it, this is the CHRO strategy briefing that should have been waiting for you on day one. Subscribe to The Talent Sherpa Podcast for weekly conversations on CHRO strategy, talent leadership, and how to operate at enterprise altitude. Support the show [https://www.buzzsprout.com/talentsherpa/support] If this episode landed, the next move is yours.  Coaching is where it closes fastest — Jackson has developed CHROs from both sides of the table, as their leader and as their coach. The CHRO Ascent Academy, Private Coaching, Mandate Protocol, CHRO Chronicles, and the best-selling Substack are there too.  All at mytalentsherpa.com. _______________________________ In private equity: Propulsion AI surfaces workforce risk before the close and translates strategy into individual accountability after it. Before AI automation -  drive outcome clarity with digital teammates to do the work fast and at scale.  All at getpropulsion.ai. _______________________________ CHRO podcast, CEO Podcast, Business, Management CHRO strategy, HR strategy, talent management, leadership development, talent management podcast, human capital strategy, mandate clarity, peacetime wartime leadership, talent hat framework, leadership pipeline, senior leadership, people strategy

8. juni 202617 min
episode The Doom Cycle of Low Expectations artwork

The Doom Cycle of Low Expectations

Send us Fan Mail [https://www.buzzsprout.com/2546522/fan_mail/new] Most CEOs carry a number in their head for what HR is worth. They set it early, from the HR leaders they inherited, and they've run the company on it ever since. That number is probably wrong — and the gap between it and reality is costing them real money. This episode isn't for the HR team. It's for the person they report to. Jackson Lynch and Scott Morris bring in Ted Forbes [https://www.linkedin.com/in/tedforbesdivitiuspartners/] — former CHRO, co-author of Making HR Matter [https://www.amazon.com/Making-HR-Matter-What-Deliver-ebook/dp/B0GZLZ57HY] — to name the mechanism and show the exit. What You'll Learn * The "doom cycle" of low expectations: why it's self-sealing, rational from every angle, and what the interruption actually looks like. * Why screening your next HR hire for credentials is screening for the past — and the three interview questions that actually identify the right profile. * How income statement thinking converts HR from overhead into a measurable investment with a real return attached. * The $40M Capital One University story: how Ted's team cut training costs and improved job performance scores at the same time. * What a CEO can do Monday morning to break the pattern — no new budget, no search firm, no external help required. Key Quotes "The number you carry in your head for what HR is worth isn't a fact. It's a decision you made with the inputs you had at the time." "Nobody is entitled to a seat at the table. Not a single function. You earn it by speaking the language of business and adding value." "Ask for the engagement score and you'll get the engagement score. Ask for the constraint and the people move — that's what arrives instead." Sources for Statistics Cited * 51% of CEOs regard HR function as strategic (down year-over-year) — McKinsey HR Monitor 2025 [https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/hr-monitor-2025] * 58% of PE-backed CEOs replaced within two years — AlixPartners PE Leadership Survey [https://www.alixpartners.com/newsroom/alixpartners-ninth-annual-private-equity-leadership-survey/] * Top-quartile PE exits: 20% had CHRO at exit vs. 9% in bottom quartile — The People Space [https://www.thepeoplespace.com/ideas/articles/chros-linked-big-wins-private-equity-exits] * SHRM Competency Model: 9 areas, 1 is Business Acumen (11%) — SHRM BASK [https://www.shrm.org/credentials/certification/exam-preparation/bask] * 70% of joint ventures don't meet expectations — HBR / McKinsey, multiple sources [https://hbr.org/2005/06/your-alliances-are-too-stable] * $40M training consolidation / job performance 79%→86% at Capital One — Source not independently verified (internal data, Ted Forbes) SEO Summary Meta Description: CEO and CHRO alignment in PE: Ted Forbes names the doom cycle of low HR expectations and the income statement thinking that breaks it for good. Keywords: CHRO strategy, CEO HR alignment, human capital ROI, income statement thinking HR, private equity talent leadership, HR cost center vs investment, CHRO Ascent Academy, Making HR Matter Ted Forbes, doom cycle low expectations, talent density executive leadership Support the show [https://www.buzzsprout.com/talentsherpa/support] If this episode landed, the next move is yours.  Coaching is where it closes fastest — Jackson has developed CHROs from both sides of the table, as their leader and as their coach. The CHRO Ascent Academy, Private Coaching, Mandate Protocol, CHRO Chronicles, and the best-selling Substack are there too.  All at mytalentsherpa.com. _______________________________ In private equity: Propulsion AI surfaces workforce risk before the close and translates strategy into individual accountability after it. Before AI automation -  drive outcome clarity with digital teammates to do the work fast and at scale.  All at getpropulsion.ai. _______________________________ CHRO podcast, CEO Podcast, Business, Management CHRO strategy, HR strategy, talent management, leadership development, talent management podcast, human capital strategy, mandate clarity, peacetime wartime leadership, talent hat framework, leadership pipeline, senior leadership, people strategy

4. juni 202655 min
episode Wrong HR Costs More Than No HR artwork

Wrong HR Costs More Than No HR

Send us Fan Mail [https://www.buzzsprout.com/2546522/fan_mail/new] Most growth-stage companies don't have an HR problem. They have a talent architecture problem — and they're trying to solve it with a people operations brief. The HR function runs clean. Handbooks get built. Engagement scores tick up. And the business quietly loses execution speed for months before anyone names what's actually broken. Ben Horowitz argued in 2014 that growth-stage companies need HR earlier than most founders think. He was right. But the harder question isn't whether to bring HR in — it's what you ask HR to build. Most companies answer that by accident. This episode breaks down why the brief matters and gives you four concrete plays to fix it before the function gets built around the wrong mandate. What You'll Learn * The difference between a people operations mandate and a talent architecture mandate — and why conflating them is the root of most HR failures. * Why the chaos of no HR is visible and acute, but the cost of wrong HR is invisible and chronic. * How the HR brief gets written by the loudest problem in the room instead of the business strategy — and how that shapes everything the function becomes. * Why talent density and role clarity matter more at 30 people than at 3,000 — and what happens when the talent architecture question is answered by default. * Four plays to establish mandate clarity before HR starts building: name your pivotal roles, write the mandate first, separate the disciplines, and have the conversation now. Key Quotes "The chaos of no HR is visible and acute. The cost of wrong HR is invisible and chronic." "The decision to bring in HR is not the hard decision. The hard decision is what you ask HR to build." "The mandate determines the model. What HR is asked to produce determines what it builds." Sources for Statistics Cited No statistics cited in this episode. SEO SUMMARY Meta Description: Most HR failures trace back to the wrong mandate. Jackson Lynch breaks down why growth-stage companies need talent architecture, not just people ops. Keywords: CHRO strategy, talent architecture, HR mandate, growth-stage HR, people operations, talent density, HR alignment, CEO CHRO alignment, human capital strategy, talent function design Support the show [https://www.buzzsprout.com/talentsherpa/support] If this episode landed, the next move is yours.  Coaching is where it closes fastest — Jackson has developed CHROs from both sides of the table, as their leader and as their coach. The CHRO Ascent Academy, Private Coaching, Mandate Protocol, CHRO Chronicles, and the best-selling Substack are there too.  All at mytalentsherpa.com. _______________________________ In private equity: Propulsion AI surfaces workforce risk before the close and translates strategy into individual accountability after it. Before AI automation -  drive outcome clarity with digital teammates to do the work fast and at scale.  All at getpropulsion.ai. _______________________________ CHRO podcast, CEO Podcast, Business, Management CHRO strategy, HR strategy, talent management, leadership development, talent management podcast, human capital strategy, mandate clarity, peacetime wartime leadership, talent hat framework, leadership pipeline, senior leadership, people strategy

1. juni 202619 min