Platform
The UPCOA Control Stack
A governance perimeter built from four integrated modules — purpose-built for the moment AI outputs become real-world actions.
Module 01
Evidence Auditor
Every AI claim is run against source provenance, contradiction checks, and confidence calibration. The Auditor surfaces what's defensible — and quarantines what isn't — before downstream systems act on it.
● Policy-as-code
● Tamper-evident
● Human-in-the-loop
● Reconstruction-ready
> upcoa.evidence_auditor.invoke()
status: GOVERNED
evidence_score: 0.97
audit_packet: issued
Workflow
Observe. Test. Gate. Record.
Every governed decision follows the same defensible loop.
01
Observe
Capture evidence
02
Test
Validate claims
03
Gate
Apply governance controls
04
Record
Generate audit trail
Outcome
Defensible Action