David Flynn
Technical product leader, AI-native builder, and founder of Automatic.
I’ve spent 22+ years building products, internal systems, and operator tooling. This site is the personal side of that work: background, proof, projects, and a few notes from the field.
Selected work across products, clients, and systems
A mix of client platforms, internal tooling, and founder-led product bets.
How I operate
Ship fast, iterate faster
I prefer a real system in motion over a polished deck explaining why nothing has shipped yet.
Stay close to execution
I like strategy, but I trust strategy more when it survives implementation details, weird edge cases, and actual users.
Use AI as leverage, not theater
Most AI demos die the moment they hit production. I care about the stuff that keeps working after the novelty wears off.
Build systems people can live with
The goal isn’t more software. The goal is clearer workflows, better decisions, and less operational drag.
What People Say
Automatic is where the company-side work lives
This site is my personal hub. Automatic is the company I founded for the more commercial side of the work: offers, audits, sprints, and productized services.
Want to connect?
I’m always open to a good conversation about roles, product work, or interesting systems.