The Chief Customer Officer Podcast

Why CS Teams Are Building Their Own Stack


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Jay and Jeff swap real examples of building custom AI tools instead of buying software — a $1K brand video that beat $750K agency quotes, a content planner built in 35 minutes, and a renewal digest that surfaces customer context weekly with zero manual effort. Plus: why the CS platform category is stalling, and the difference between a service blueprint and a customer journey.

KEY TAKEAWAYS


  • AI collapses the agency middle layer: A CEO got $500K–$750K quotes for a brand video, spent $1K in AI credits instead, and got 70% of what he wanted in a weekend. The agencies only offered 10–20% discounts when asked to use AI themselves.


  • Fewer people = faster output: The Mythical Man-Month principle applied to AI: every person you add to a project adds communication overhead. The real superpower of these tools is reducing the number of people in the middle of a problem.


  • Build your content system, not just content: Jeff built an AI-powered content planner in 35 minutes — 9 posts/week, post-type by day, 40-idea backlog, status tracking, and a draft button that fires his LinkedIn writing skill. MVP in a morning.


  • CS cockpit over CS platform: The question isn't which CS tool to buy — it's whether you can build exactly what your team needs. Jeff's team built a weekly renewal digest from support tickets, emails, Slack, and call recordings in one day.


  • The CS platform category is stalling: The layer of workflows that's truly common across software companies is thinner than vendors want to admit. Domain-specific, product-specific nuance is where the real work lives — and that can't be bought off the shelf.


  • Service blueprint vs. customer journey: Service blueprint = what you need to do to interact with a company. Customer journey = how customers mature and get value. CEOs want to hear about the journey. CSMs need to stop confusing the two.

CHAPTERS

  • 00:01 - Raleigh, end of quarter, baby incoming
  • 02:43 - $750K agency quote vs. $1K AI video build
  • 05:15 - Building exactly what you need: Jay's HubSpot pipeline dashboard
  • 07:28 - The Mythical Man-Month and reducing communication layers with AI
  • 09:15 - Paying for expertise, not pixel-pushing
  • 10:24 - Jeff's AI content planner: built in 35 minutes on Cowork
  • 15:56 - How the draft button and LinkedIn skill work together
  • 17:46 - Hosting the planner: Cowork vs. Claude Code
  • 21:12 - The CS cockpit idea: custom workflow hub for CSM teams
  • 24:50 - Junction's interactive onboarding demo environment
  • 25:53 - Why the CS platform category is stalling
  • 31:41 - Service blueprint vs. customer journey
  • 33:28 - Team AI day: CS team builds a weekly renewal digest
  • 35:51 - "You just described Staircase AI" — and built it in a day
  • 37:44 - Why PlanHat over HubSpot
  • 40:59 - Slack account pulse bot: ping for an AI-written account summary


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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The Chief Customer Officer PodcastBy Jay Nathan & Jeff Breunsbach

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