The Governance Flow
From AI output to defensible decision posture.
Three governed stages stand between the document on your desk and the decision your organization is about to make.
01
Stage 01
AI Output
The document, deck, memo, or narrative the decision is leaning on.
02
Stage 02
UPCOA Review
Five-layer audit: evidence, confidence, authority, consequence, posture.
03
Stage 03
Decision Posture
Clear, Revise, Hold or Escalate — with recommended actions attached.
What we audit
The five layers of the UPCOA review.
Evidence Layer
Supported claims, unsupported claims, missing documentation, and source gaps — surfaced line by line.
Confidence Layer
Certainty inflation, overstated conclusions, assumption-heavy language, and claims that require explicit qualification.
Authority Layer
Where expert, legal, financial, medical, compliance, or executive sign-off is required before the document can be relied upon.
Consequence Layer
Business, decision, reputation, compliance, and operational risk associated with the document as written.
Governance Posture
A single, defensible verdict — Clear, Revise, Hold, or Escalate — alongside recommended next actions.
Before You Act
Submit the document. Receive a governed posture.
One run of the engine separates a defensible decision from a regrettable one.