The mid-market does not need more AI tools — it needs the data foundation that makes AI work.📹 All episodes: www.youtube.com/playlist?list=PL9v0c4da-hrzo6GpMdHGzHB5vB1LfcrXx📝 Newsletter: https://utopiadecisionroom.substack.comIn Episode 04 of The Decision Room — Ilan Man, founder of Paradox Machines, explains why he left a 20-year data career after helping scale a Data Co. through acquisition — to build enterprise-grade data and AI infrastructure for the underserved mid-market.We cover:- Why disconnected CRM, ERP, and spreadsheet data makes AI projects fail before the model matters- How founders can use data rooms years before an exit to identify risk and improve valuation- Why Ilan chose a venture studio over VC or bootstrapping to build faster with capital and operator support- How technical founders can sell trust, outcomes, and peace of mind—not another AI dashboardFor AI, B2B SaaS, and mid-market founders navigating data strategy, AI adoption, acquisition readiness, and US growth.Utopia is a private decision network for Seed–Series A and bootstrapped software founders building or expanding in the US. Pressure-test your most consequential US growth decisions with founders at a similar stage.Learn more: www.utopia-club.comChapters00:00 Why AI fails without a data foundation00:14 Meet Ilan Man and Paradox Machines01:34 From Brooklyn Data Co. acquisition to first-time founder04:37 Why getting value from data is harder than advertised07:32 How data and narrative drive acquisition readiness09:13 Why to prepare a data room years before selling13:46 Venture studio vs. VC vs. bootstrapping16:47 Who should build with a venture studio18:01 Why the mid-market is underserved by enterprise AI21:55 Why mid-market leaders feel overwhelmed by AI24:11 Selling data and AI through education, not pressure26:01 Why Paradox Machines targets private equity and family offices32:48 How to position AI around buyer outcomes35:03 The technical founder advantage in B2B sales39:19 Moving from inbound demand to outbound sales42:13 Why data services are ultimately a trust business43:14 Enterprise sales vs. mid-market sales48:37 Building a company while both partners are founders50:27 How Ilan makes high-stakes founder decisions51:43 Advice for experienced operators starting companiesSubscribe for founder conversations about the decisions behind building, scaling, and entering the US market.Follow Ilan → www.linkedin.com/in/ilanmanFollow Kim → www.linkedin.com/in/ginakimiza#UtopiaClub #MidMarketAI #DataStrategy #B2BSaaS