Why Nobody Wants Full Automation w/ Adrian Gutierrez (Ep #60)

Adrian Gutierrez built AI that completes real estate investors' books 100% automatically - and his pilot users hated it. Nobody trusted a single number until a real CPA put a stamp on the output. That lesson, plus a year of doing every customer's books by hand before automating anything, is why 39% of his free users became paying customers. Adrian is the co-founder and CEO of Ledgre, an AI-native real estate bookkeeping company. Before this, he led embedded finance at TurboTenant, helping scale it to roughly $2 billion in rent processed annually. What you'll take away: Why doing the work manually first is the fastest way to build AI that actually works - and why full automation failed his pilot users until a CPA put a stamp on itThe "March 30 problem": why handing your CPA a shoebox of receipts once a year guarantees you leave money on the tableThe Schedule E mistake tons of rental owners make - reporting the check your property manager sends instead of gross rents and expenses Chapters: 00:00 Cold open 00:30 From molecular biology PhD to product 06:30 The real problem Ledgre solves (it's not productivity) 09:00 The year of doing the books by hand 12:20 Free to paid - 1,500 users and a 39% conversion 15:20 The co-founders (including Adrian's brother, a true AI/ML guy) 20:10 The vision: CPAs as strategists, not bookkeepers 24:50 Why Adrian walks away from prospects 26:40 The full-automation pilot that failed - and the trust fix 29:30 "System of record," explained like you're a third grader 33:00 Rapid-fire definitions: income statement, balance sheet, Schedule E 39:20 The big-check question: what Adrian does the morning after 44:15 Ray Dalio, comics, and getting his son to love reading 47:10 How to help Adrian + where to find him 🔗 Links mentioned: Ledgre.aiReach Adrian: adrian@ledgre.aiFind him on LinkedIn 📬 Follow Curiosity Class: ⁠⁠⁠YouTube⁠⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠⁠Apple Podcasts⁠⁠⁠⁠⁠⁠LinkedIn⁠⁠⁠ Interested in sponsoring? curiosityclasspod@gmail.com