Kaleb Thompson — product-minded data & AI leader with 11+ years building and running the data and AI function at enterprise scale in regulated industries. Enterprise-scale leadership with hands-on delivery.https://kalebthompson.com/https://kalebthompson.com/writing/baseline-first/https://kalebthompson.com/writing/baseline-first/The discipline that lets ML projects survive contact with operations: measure what you are replacing before you build the thing that replaces it.Sat, 30 May 2026 00:00:00 GMTmachine learningmethodologyhttps://kalebthompson.com/writing/data-informed-not-data-driven/https://kalebthompson.com/writing/data-informed-not-data-driven/Why I pushed the business toward being data informed — pairing data with judgment, context, and experience — instead of blindly data driven.Thu, 11 Sep 2025 00:00:00 GMTdata strategydecision scienceanalytics