01
Scope
Clarify the user, workflow, constraints, risk, and smallest useful proof.
Engagement model
The process is intentionally plain: understand the real workflow, choose the first valuable slice, ship it, and use evidence from the product to decide the next move.
01
Clarify the user, workflow, constraints, risk, and smallest useful proof.
02
Turn the scope into a build plan with milestones, tradeoffs, and launch criteria.
03
Ship working slices with direct review loops and evidence from the running product.
04
Deploy, verify, monitor, and decide what should be hardened or cut next.
Work range
The work can be software, an AI workflow, a coaching plan, or a hybrid system that turns coaching judgment into something repeatable.