SaaS Backwards - Reverse Engineering SaaS Success

Ep. 183 - What $100M SaaS Companies Do Differently


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Guest: David Karandish, Founder & CEO of Capacity  

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Most SaaS companies don’t fail because the technology is bad. They fail because they build point solutions, chase the wrong markets, and struggle to turn AI into real, scalable value.

In this episode, David Karandish, Founder & CEO of Capacity, joins host Ken Lempit to share how his team scaled past 20,000 customers and toward $100M+ in revenue by evolving from an AI point solution into a full SaaS platform for support and contact centers.

David breaks down the pivots behind that growth, why mid-market SaaS often stalls, and how the compound startup model is reshaping modern SaaS — not by doing more, but by integrating smarter.

Key takeaways from this episode:

  • Why many AI SaaS products fail before reaching enterprise scale
  • The difference between “salad” vs. “brownie” AI projects
  • How platform consolidation creates GTM and pricing leverage
  • Why GTM motion must align with deal size
  • How integration becomes the true SaaS moat

If you’re a B2B SaaS founder, CRO, or CMO navigating AI adoption, platform strategy, or the leap from mid-market to enterprise, this episode offers a grounded playbook for building durable SaaS growth—without the hype.

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SaaS Backwards - Reverse Engineering SaaS SuccessBy Ken Lempit

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