Episode Details

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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
• 3,900+ AI tools built by HubSpot employees — HubSpot Blog: 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
  
  
  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

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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.