For thirty years we bought software off the shelf and reshaped our processes to fit it. Jay and Jeff argue that era is ending: at Junction, a salesperson and an ops leader each shipped their own internal pricing app, and Shopify's River agent now authors one in eight pull requests merged into the main monorepo.
This episode is about what happens when building beats buying — and where those agents should actually live.
KEY TAKEAWAYS
- Skip the spreadsheet: The old path was spreadsheet, no-code, point solution, platform. Now you build the personal point solution first.
- Configurability becomes table stakes: If your platform can't be customized, customers will build around you or find a vendor who lets them.
- Business people are the builders: Junction's lab pricing tool came from a salesperson, the test kit tool from an ops leader — not engineering.
- Back-burner problems finally get built: Pricing lookups were always real friction, never big enough for an engineering sprint. Now they take a weekend.
- Go to fewer places, not more: Agents should meet your team in the inbox or Slack, not add another app to the switching tax.
- Systems of record go headless: Jeff's internal wiki lives in a GitHub repo as markdown, built for agents to read first and humans second.
- One meta-agent, many specialists: A central agent that delegates beats one agent holding every context — and it can query a teammate's agent for what it doesn't know.
- Modeling behavior drives adoption: Shopify's CEO works with River in an open Slack channel. 5,983 employees followed across 4,450 channels.
- The middle is thinning: Everybody's a builder. CS coverage moves from 50 named accounts per CSM toward 150.
CHAPTERS
- 00:00 - Intro
- 00:45 - An NFL survivor pool tool and the Benedict Evans thread
- 02:08 - Spreadsheet, no-code, point solution, platform
- 04:54 - Do platforms need to open up customization?
- 07:16 - Junction's lab pricing app, built by a salesperson
- 09:59 - The test kit pricing tool
- 12:16 - Consolidating point solutions into one internal platform
- 12:41 - Creativity is the limitation, not the technology
- 14:51 - Instinct and Town: agents in your inbox
- 17:16 - Building a wiki for agents first
- 19:18 - One agent or many? The meta-agent pattern
- 26:13 - Shopify's River: an AI teammate in Slack
- 29:13 - Why CEO modeling drives adoption
- 31:47 - Tactical vs. strategic work
- 33:01 - Middle managers and bigger books of business
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