The Talent Sherpa Podcast

AI Can't Learn What No One Wrote

19 min · 11 de may de 2026
Portada del episodio AI Can't Learn What No One Wrote

Descripción

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, 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 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

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141 episodios

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, 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 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 de jun de 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, 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 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 de jun de 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, 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 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 de jun de 202619 min
episode The Ceiling Looks Like Success artwork

The Ceiling Looks Like Success

Send us Fan Mail [https://www.buzzsprout.com/2546522/fan_mail/new] Most CHROs are waiting for their CEO to evolve. They're educating upward, building sophisticated frameworks, and assuming CEO awareness is the lever. It's not — and that wait has a cost. Jackson and Scott diagnose the real constraint CHROs keep misidentifying, walk through the K-shaped loops that trap HR leaders in execution or disconnect them entirely, and lay out the terrain read and baby-step method for building a new reinforcing loop the organization can absorb. What You'll Learn * CEO awareness is not a variable CHROs can control — terrain clarity is, and most CHROs are diagnosing the wrong constraint. * The K-shape describes two career traps: one where strategic thinking outruns absorptive capacity, one where execution rewards become their own ceiling. * The three-part terrain read — external business environment, external talent market, honest internal assessment — surfaces the real constraint before any strategy gets built. * "Valued or utilized" aren't the same thing; most CHROs can't tell which one they are, and the CEO isn't doing anything wrong either way. * Constraint relaxation produces a result the CEO can feel; that evidence builds permission for the next step — baby steps are the method, not a compromise. Key Quotes * "CEO awareness is the variable that gets attention. CHRO terrain clarity is the variable that gets results." * "You don't get fired because your ideas are bad. You get fired because nobody can connect your work to what's mattering right now." * "A baby step isn't a compromise, it's a method." Referenced in This Episode * Baby Steps — What About Bob? [https://www.youtube.com/watch?v=fA7LGqwjhYs] * Bill Murray singing in a Limerick pub [https://www.youtube.com/watch?v=_exZyKiFeSA] Sources for Statistics Cited * "Fewer than one in three CHROs report having the CEO alignment they need to execute their full people agenda" — Gartner CHRO Research [https://www.gartner.com/en/human-resources/research/chro-global-leadership-board] * "Companies where HR operates as a design function outperform peers roughly two times on revenue per employee over five years" — McKinsey: Performance Through People [https://www.mckinsey.com/~/media/mckinsey/mckinsey%20global%20institute/our%20research/performance%20through%20people%20transforming%20human%20capital%20into%20competitive%20advantage/mgi-performance-through-people-full-report-vf.pdf]  SEO Summary Meta Description: CHROs keep diagnosing the wrong constraint. Learn the terrain read and baby-step method that builds CHRO altitude and CEO alignment from evidence up. Keywords: CHRO strategy, CEO alignment, human capital strategy, CHRO development, HR as a strategic function, terrain clarity, execution reliability, CHRO altitude, baby steps leadership, strategic HR 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, 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 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

28 de may de 202649 min
episode Stop Developing HR Leaders artwork

Stop Developing HR Leaders

Send us Fan Mail [https://www.buzzsprout.com/2546522/fan_mail/new] Nearly half of all CHRO appointments in 2024 came from outside the organization. The standard diagnosis: pipelines aren't keeping pace. The standard prescription: build better HR leaders, faster. Both are wrong. The pipeline isn't broken — it's aimed at the wrong destination. In this episode, Jackson Lynch breaks down why external CHRO hire rates keep climbing despite years of development investment, and what organizations need to redesign before the next seat opens. What You'll Learn * Why the CHRO role is not a more senior version of the HR job — it's a different job requiring a different identity * Why a faster pipeline aimed at the wrong destination just arrives wrong faster * How to audit the gap between what your development program produces and what the CHRO seat actually requires * Why organizations are eliminating the very roles that build enterprise judgment in senior HR leaders * How to use the external hire rate as a design diagnostic, not a development failure Key Quotes "A faster pipeline aimed at the wrong destination arrives wrong faster." "The pipeline is working. It is producing exactly what it was designed to produce." "Expecting an upgrade when the role requires a rebuild." Sources for Statistics Cited * Internal CHRO succession dropped from 73% to 53% in a single year — Talent Strategy Group CHRO Trends 2025 Report [https://talentstrategygroup.com/chro-trends-2025-report/] * External hire rate for CHRO approaching 50% — Talent Strategy Group CHRO Trends 2025 Report [https://talentstrategygroup.com/chro-trends-2025-report/] SEO Summary Meta Description (143 chars): Half of CHRO hires are now external. Jackson Lynch argues it's a design failure — your pipeline is aimed at the wrong destination. Here's what to fix. Keywords: CHRO succession, external CHRO hire rate, HR leadership development, CHRO pipeline, enterprise talent strategy, CHRO identity shift, human capital design, CHRO readiness, talent density, succession planning 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, 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 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

25 de may de 202615 min