01 · Services
Product management and AI strategy.
For businesses of one and of a thousand. The trouble is rarely a missing feature. It is a trust break — delay, risk, a spreadsheet holding the system together, or a model nobody can tend.
Map the real system, find the break, ship a proof that holds. Stay long enough to operate the result.
Product management
Leadership and judgment for consequential systems — fractional, diagnostic, or a defined proof.
AI strategy
Where to apply it, what not to automate, and how the operation holds after it ships.
A working path
Not a roadmap deck. Something the people who have to live with it can actually run.