The Intercom AI Transformation

The Intercom AI Transformation

From The Metrics Brothers by Ray Rike & Dave Kellogg

April 29, 2026 · 24 min · Episode 119

About this episode

This episode discusses Intercom's dramatic AI-first transformation and the strategies that led to a significant growth turnaround.

Dave "CAC" Kellogg and Ray "Growth" Rike tell the full story of how Intercom, a $400M ARR company that stalled at 4% growth, executed one of the most dramatic AI-first transformations in B2B SaaS. From writing off tens of millions in ARR to building a proprietary vertical AI model, this episode breaks down what it actually took to reinvent a mature SaaS business from the ground up. Topics Covered From 4% to 26% Growth: The Numbers Behind the Turnaround. Intercom hit rock bottom with five straight quarters of declining net new ARR before founder Eoghan McCabe returned and went all in on AI following the ChatGPT launch in November 2022. Ray and Dave walk through the growth trajectory and what made the timing of the reset both urgent and actionable. The "Burn the Ships" Organizational Decision. Intercom rotated roughly 80% of its R&D team onto the new AI product, deliberately wrote off 50 to 60 million in ARR, and created small startup-like teams of 10 to 15 people with directly responsible individuals leading each workstream. Ray and Dave discuss why half-measures fail and how a stuck business actually has an advantage: very little to lose. Board Dynamics and Why Committees…

People in this episode

Hosts: Dave Kellogg, Ray Rike

Topics covered

  • AI transformation
  • B2B SaaS
  • growth strategy
  • organizational change
  • board dynamics
  • financial implications

Keywords

  • Intercom
  • AI transformation
  • B2B SaaS
  • growth
  • organizational change
  • Eoghan McCabe
  • CAC
  • ARR
  • board dynamics

Mentioned in this episode

Organizations: Intercom

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