The Chief Customer Officer Podcast

Jeff Breunsbach shipped three things in one week—a community platform, a Claude-built CSM training academy, and an agent-powered internal wiki. He and Jay Nathan unpack the Karpathy-inspired philosophy of designing knowledge systems for agents instead of humans, why the engineering bottleneck has moved to customer success, and how to map product usage to P&L outcomes a CFO can see.

KEY TAKEAWAYS

• Design for agents, not h...

Forward deployed engineers are the new hotness—but Palantir's model was built for eight-figure deals with zero competition. Jay and Jeff break down what your team actually needs instead, from onboarding agents that cut a week off time-to-value to cataloging work your CS team shouldn't be doing.

KEY TAKEAWAYS

• Think critically before copying Palantir: Their FDEs are deep AI engineers on eight-figure deals with no real competi...

Jay Nathan and Jeff Breunsbach break down an exercise Jeff ran with his CS team offsite—sorting every activity into keep, start, automate, delegate, or cut. Plus reverse roadmap reviews, cutting 50% of check-in calls, and the self-hosted agent platform Jeff's building with Buzz.

KEY TAKEAWAYS

• Five Buckets: Jeff's team sorted last week's activities into keep/start/automate/delegate/cut. Only a small share landed in "keep it"...

Jeff and Jay get honest about where the Chief Customer Officer podcast lost its spark—and what reignited it: a seven-capability framework for post-sale teams that cuts through the roles-and-titles noise. Support, onboarding, adoption, engagement, feedback, renewal, expansion. The fundamentals haven't changed. But how you build for them—and where AI fits in—has everything to do with what kind of CS org you'll have ...

Jeff is back from paternity leave and building a company brain. Jay challenges him to think bigger: before you can run agents, you need a context layer. They dig into data architecture, call transcript intelligence, and what it actually takes to build enterprise-grade AI for customer success.

KEY TAKEAWAYS

• Source data stays in source systems: Pull via API from your existing tools rather than duplicating data. The real question is...

Jay and Jeff dig into two very different but connected stories: Jeff's homegrown AI "chief operating officer" for his household, and the $10B forward-deployed engineer boom reshaping enterprise services. Along the way: why task automation isn't the same as agents, and the skill that will matter most in the age of AI.

KEY TAKEAWAYS

• Personal agents teach real agent behavior: Jeff's household agent, Mr. Baxter, learns from ongoing t...

Jay and Jeff go deep on what's actually blocking enterprise AI adoption—and it's not the technology. They cover building a shared organizational brain from call transcripts, why Zapier banned Slack DMs, the $7.5B bet on forward-deployed engineers, and personal AI coaches that are already changing daily habits.

KEY TAKEAWAYS

• Enterprise AI Blockers Are Legal and Cost, Not Tech: The technology is far ahead of adoption. Legal, ...

Jeff and Jay get into the gap between vibe coding your own AI tools and building something your whole team can rely on. From PRD skills to master customer data files to ClickUp's "foundry" model — this episode is about what it actually takes to move from single-player AI to enterprise AI, and why slowing down now might be the fastest path forward.

KEY TAKEAWAYS

• PRDs as AI bumpers: A PRD skill forces you to define goals, non...

Jay and Jeff are back with a live build episode — two operators comparing notes on what's actually working with AI. From Jay's Agent Command Center at Balboa to Jeff's Linear task ingestion system and a viral VS Code ad hack, this one's packed with real examples. Plus: why the moat in AI is attention, not technology.

KEY TAKEAWAYS

• AI slop is a real leadership problem: Unedited Claude output is hitting inboxes everywhere. Je...

Jay and Jeff kick off the show by getting into the real stuff: managing agent sprawl, why most teams aren't ready for multiplayer AI, and whether tech layoffs actually have anything to do with AI efficiency. Unfiltered and practical.

KEY TAKEAWAYS

• Agent Sprawl Is Everyone's Problem: Agents are spinning up in every tool—Planhat, HubSpot, Gainsight, Claude. Without a team-level agent command center, you're burning tokens on e...

Jay and Jeff are joined by Jack Nathan — our "engineering manager" for Uncommon — to share what they've actually shipped in 48 hours using Claude Code. Plus: Gainsight's retention-as-a-service bet, N8N automations surfacing customer quotes in Slack, and why the player-coach is back.

KEY TAKEAWAYS

• Non-engineers can ship now: Jeff (not a developer) built and deployed Uncommon features using Claude Code while Jack review...

Jay Nathan flies solo to break down Emergence Capital's AI Native Services Playbook — what it gets right, where it falls short, and what it completely misses.

Using a recruiting firm as an end-to-end example, Jay walks through the shift from selling software to delivering outcomes, and why the founders who win in this space won't come from SaaS — they'll come from services.

KEY TAKEAWAYS

• AI Native Services defined: A ...

Neil Erickson, Founder and CEO of Owner Enable and former SVP, Global Platforms at Equifax, joins Jay and Jeff to unpack why so many CS and small business leaders feel stuck with AI. The conversation moves from Jeff's live renewal-automation build to context engineering, token economics, and why fundamentals beat shiny objects.

KEY TAKEAWAYS

• Most teams are less mature than they think: Jay's read of 50 CS leaders — solo oper...

Jay and Jeff get into the weeds on two of the biggest questions in CS right now: how to build a community that doesn't devolve into spam and consultant pitches, and how the Forward Deployed Engineer role is reshaping who actually sits in front of customers. Plus what Junction is learning about building a product for agents, not just humans.

KEY TAKEAWAYS

• Charge for the community. Paying members self-filter out the people trying t...

Jay and Jeff debrief last week's AI Show & Tell — 150 customer leaders watching four real builds in production. A custom CS platform in Claude Code. A sales reference agent. Renewal workflows that adapt to customer health.

Plus the launch of Uncommon, a new community for AI-forward customer leaders: https://www.chiefcustomerofficer.io/uncommon

Join us live for AI Demo Day on May 27 at 2pm ET: https://luma.com/i3kbo9m2

KEY TA...

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 la...

Is the CSM role actually dead? Jay and Jeff unpack Chad Hornfeld's viral Avoca post on replacing CSMs with Technical Account Managers and forward-deployed engineers — and what it means for how Jeff is hiring at Junction right now. Plus: Jay's weekend-built HubSpot dashboard, why Claude is winning B2B, and rebuilding onboarding around the patient journey.

KEY TAKEAWAYS

• The CSM role is splitting in two: The emerging model pai...

Jay Nathan goes solo to share what his team at Balboa is actually building—a call intelligence system, Claude-powered skills, and a company operating system called Balboa OS. He also shares the top themes from 90 days of SaaS conversations: broken CSM ratios, the AI sidekick-to-agent gap, messy data, and why onboarding is still the highest-leverage retention moment.

KEY TAKEAWAYS

- Call Intelligence Over Raw Transcripts...

Aurelia Pollet, VP of Customer Experience at CarParts.com, led a small team that built a fully custom AI chatbot and ticketing system from scratch in three months.

She shares how they did it, what went wrong when their AI agent Harper made promises it couldn't keep, and why the real value of AI isn't cost-cutting — it's creativity that was never possible before.

KEY TAKEAWAYS

• Build vs. buy is a real question: Off-the-shelf ...