Lucas Jans writes about AI product leadership and execution — from inside the AI shift.▍

Field notes for AI founders and product leaders who need outcomes, not artifacts. Business strategy → Product approach → AI execution → Measurable results.

I build AI products and translate models, data pipelines, and evaluation frameworks into strategies teams can ship: stronger quality signals, faster iteration loops, and enterprise-ready demos. I share patterns and pitfalls from real B2B SaaS work so you can dodge dead ends and get to durable wins sooner. Ex-founder (Agency Revolution, acq.), now VP Product at FMG; I've also built high-performing teams in Vietnam.