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EP03946:22 · Oct 29, 2026

AI Is the Next Excel: Internal Builders, Token Economics & the CS Team of 2030

Jay and Jeff dig into what happens when everyone in the business can build software. They get into internal "forward-deployed" builders, why chat can't be the interface for agents, the $30K Claude bill that has CFOs paying attention, and Jay's questions for a "CS Team of 2030" exec session.

KEY TAKEAWAYS

  • AI is the next Excel: Building tools is moving out of IT and into the hands of operators, as long as guardrails come first.
  • Platform team + embedded builders: Central teams provide the secure "bowling lane"; loaned-out builders help each team ship what it needs.
  • Reimagine, don't iterate: Ask whether the process needs to exist at all, but roll change out with care. Most people want consistency.
  • Prototype to beat paralysis: "You can configure anything" doesn't land. A mock-up an hour later does.
  • Chat isn't the agent UI: A process run 15 times a week needs a structured interface that steers human judgment.
  • AI spend governance is coming: One mid-level manager ran up a $30K Claude bill in a month. Expect business cases and caps.
  • Unused tokens are wasted capacity: Always-on agents and shared job queues could put idle subscription capacity to work.
  • Humans stay accountable: When an agent goes off the rails, the person who deployed it owns the outcome.

CHAPTERS

  • 00:00 - Halloween costumes and intro
  • 02:01 - Engineer with AI vs. domain expert with AI
  • 04:20 - Will companies build internal software teams?
  • 07:05 - Chief of staff models and internal forward-deployed engineers
  • 09:56 - Jeff's customer segmentation app
  • 11:45 - "AI is the next Excel" and rolling out Claude Code
  • 13:36 - Reimagining vs. iterating on processes
  • 15:52 - First principles and the human side of adoption
  • 18:57 - Real-time prototyping to beat configuration paralysis
  • 21:55 - Agent design sprints: one agent, many interfaces
  • 24:02 - Why chat can't be the interface for agents
  • 26:23 - The $30K Claude bill and AI spend governance
  • 28:15 - Unused tokens, always-on agents and a token marketplace
  • 35:01 - Why interfaces still matter: accountability and observability
  • 38:56 - The enterprise adoption gap and intelligence sovereignty
  • 44:19 - Lightning round: the CS team of 2030
  • 46:53 - Letting non-engineers ship code

About the Show: Chief Customer Officer Podcast is a show about real strategies for customer-led growth in the AI era—from leaders actually executing, not just talking about it.

Your Hosts:

  • Jay Nathan – CEO of Balboa Solutions and Co-Founder of ChiefCustomerOfficer.io
  • Jeff Breunsbach – Head of Customer Success at Junction and Co-Founder of ChiefCustomerOfficer.io

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