Conformity assessment gate
A formal pre-deployment authorization step — honestly framed: it changes who may act, not how the system behaves.
What it changes
Who can pull it
What it looks like institutionally
Regimes like the EU AI Act attach conformity assessment to high-risk systems: documented risk management, quality processes, and third-party or self-assessment before deployment. As a governance pattern this is an authority gate — it determines whether deployment is permitted and creates the paper trail accountability later depends on.
The honest framing matters and the PAN framework models it deliberately: passing a conformity gate changes no flow in the running system. It is not a dial on error or adoption; it is a lock on the door. Institutions that treat certification as a safety property confuse permission with behavior — the robustness gap opens after exactly this confusion.
Used well, the gate is the anchor for everything else: the assessed documentation defines the baseline that monitoring, cadence reviews, and circuit-breaker thresholds are measured against.
Addresses: Undocumented deployment · No accountability baseline. Test a version of this lever in the PAN Lab.