I help SaaS and AI products turn more trial users into paying customers.

Grow more revenue from the users you already have: more paid conversions, more upgrades and better retention, through data-driven growth experiments.

The feature exists and people still will not use it. I design the flow until conversion, retention, or time saved moves.

A working prototype first, then specs and front-end your team can ship. AI agents and workflows, proven with users before you fund the platform.

You have more AI ideas than you can fund. I map the workflow and name the one that pays for itself.