Build AI products that ship.

If it cannot survive real users, real risk, and real constraints, it is not done. I help teams build what holds up.

Consulting services

Define the product, the bet, and the path to production. Tie it to outcomes.

Turn plans into shipped work. Tight loops, clear owners, fewer surprises.

Roles, workflow, decision rights, and metrics. The system behind the product.

Share the goal, the deadline, and what’s blocked.