Fixed-price engagement
Find exactly where your AI workflow is leaking quality, time and trust — then fix it with a 30-day implementation plan.
What this solves
If any of these are familiar, the audit shows why, and what to change first.
inconsistent output quality
repeated context rebuilding
low trust in high-stakes outputs
unclear boundaries around sensitive data
What you receive
01
Against a failure taxonomy: state-loss, frame-loss, governance-opacity, adaptation-lag.
02
Where your declared, behavioral and ambient signals actually sit today.
03
Ownership, revocation, auditability — who holds what, and what happens when you want it back.
04
Remediation ordered by what moves output quality first, not by what is easiest to write down.
Who it is for
What you leave with
Tell me how your team uses AI today and where it keeps costing you. Scoping happens over email before anything is booked.
Apply for an audit