EP018 Aim Small, Miss Small: Picking AI Use Cases That Pay Off w/ Neil Erickson
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Narrated by:
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By:
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 operators, constant hallucinations, no shared context, some buying their own Claude licenses.
- Context is the unlock: Pointing AI at your whole SharePoint produces nonsense. Curate the directory, files, and MCPs you load so agents stay skilled, not polluted.
- Memory turns reps into shortcuts: Teach the model "next time, use the Playwright MCP" and stop fumbling through 12 iterations on the same task.
- Aim small, miss small: Pick two or three use cases, put a dollar value on them, then prove feasibility by mapping the exact data the LLM needs.
- The juice has to be worth the squeeze: Token costs are not dropping. Energy and compute constraints make intelligence a real line item.
- Renewals are a perfect first target: Jeff is rebuilding his renewal motion with AI-drafted proposals — roughly 20 hours a week back across the team.
- Information management is the boring work that matters: KISS, clean inputs, governed access, real APIs — table stakes most companies skipped.
- The great role collapse is here: A dollar of ARR is worth 2–3x, not 10x. Account teams of 10 become teams of 1.5, and AI fluency is the new baseline.
ABOUT OUR GUEST
Neil Erickson is Founder and CEO of Owner Enable, helping small business owners use AI to make more money and save time by connecting the tools they already have. He's also a Partner at PeerCxO, advising mid-market and PE-backed executives. Neil spent seven years at Equifax, most recently as SVP, Global Platforms, with prior leadership roles at Travelport, IHG, and Starwood.
CHAPTERS
- 00:00 - Welcome and Neil's enterprise background
- 03:52 - Jeff's renewal automation build
- 06:00 - Templated proposals, Playwright, and MCPs
- 13:27 - 50 CS leaders, hopelessness, and missing context
- 17:53 - Context and memory, explained simply
- 22:35 - Why every AI lab is launching services
- 25:00 - Anthropic for small business and the partner gap
- 30:30 - Where to actually start: KISS and information mgmt
- 36:00 - Token costs and the juice vs. the squeeze
- 40:00 - The great role collapse
- 44:21 - New skill sets for an AI-native workforce
- 46:30 - Inside Owner Enable
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