THE UTILITY STACK
DIAGNOSE. HARDEN. GOVERN.
AI-assisted teams move fast. But when product behavior is undefined, speed creates two costs:
Users lose trust in workflows they cannot understand, correct, or recover from
Engineering inherits product decisions that should have been defined before build.
Choose the intervention based on where undefined behavior is showing up:
Diagnose the gaps.
Harden one high-risk workflow.
Govern the backlog before ambiguity reaches engineering.
01 / DIAGNOSE
A 72-hour diagnostic that maps where one high-risk workflow has undefined states, missing rules, or AI build risk.
Best for: teams that need to locate the gaps before committing work to build.
Investment: $1,200 fixed fee
THE LOGIC READINESS AUDIT
02 / HARDEN
THE AI READINESS SPRINT
A 5-day sprint that turns one blocked or high-risk AI workflow into verification-ready product logic.
Best for: teams that already know which workflow needs to be hardened before implementation.
Investment: $4,800 fixed fee
03 / GOVERN
AI DELIVERY GOVERNANCE
Ongoing backlog hardening so AI-assisted work enters engineering with defined behavior and reviewer-verifiable logic.
Best for: teams where ambiguity is becoming systemic across the roadmap.
Investment: $9,000 / month
NOT SURE WHERE TO START?
START WITH THE AUDIT.
The Logic-Readiness Audit gives you a focused map of where one workflow is exposed before AI or engineering fills in the gaps.