Alex Lirtsman, founder & CEO of CorralData, joins Stu Willson to make the case that most "data-driven" companies are really just "data-adjacent." After ~15 years building and selling the digital agency Ready Set Rocket (clients including the NBA, Pfizer, and Sweetgreen), Alex started CorralData to automate the entire data stack — unifying 600+ fragmented data sources, generating reporting, and now letting AI agents take autonomous action on insights, all within HIPAA-compliant boundaries. The conversation covers why appointments, leads, and ROAS are vanity metrics; what it actually takes to bridge EMR, CRM, and paid-media data to get a real LTV:CAC picture; the move from read-only AI to autonomous execution (and why "just because you can act doesn't mean you should"); a detailed case study from a PE-backed med-spa platform; and why brand and data are the only two assets a company can't rebuild.

Chapters:
00:00 – Intro: who is Alex Lirtsman and what is CorralData
01:07 – The one thing he wants you to do: just get started
01:47 – From digital agency to automating data ("Shopify for data")
02:47 – Why he turned 15 years of consulting into a platform
04:06 – Why every report and dashboard has a dead end
05:33 – What changed — technologically and culturally — to make this possible
07:41 – How CorralData actually works: connect, warehouse, semantic layer
10:32 – Beyond dashboards: talking to your data and acting on it
12:26 – The hidden value in EMR/ERP data — and bridging systems
14:55 – Data-adjacent vs. data-driven
17:23 – What teaching at Columbia/NYU taught him about usable data
18:54 – From read-only AI to autonomous execution
19:55 – Guardrails: just because you can doesn't mean you should
22:10 – Where leaders go wrong when they say "we need AI"
25:27 – Case study: a PE-backed med-spa optimizing appointments vs. revenue
29:15 – How long it takes to unify EMR + CRM + paid media
32:47 – What changed first once the data was connected
34:40 – ROI: customers growing ~7x faster

Keywords: Stu Willson, Stuart Willson, Just Curious, Pluris, Alex Lirtsman, CorralData, data analytics, AI agents, autonomous AI, data-driven, data-adjacent, healthcare data, HIPAA compliance, LTV CAC, marketing attribution, private equity, med spa, operational effectiveness, business intelligence, Reverse ETL, data warehouse, AskCorral Agent

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