AI · Governance Architecture
Enterprise AI Governance Control Plane
A lifecycle architecture connecting approved use, accountable ownership, data and model controls, evaluation, deployment, runtime evidence, incidents and change.
SECUREPLANE REFERENCE MODELEnterprise AI Governance Control Plane
Human accountability · approved purpose
01REGISTERpurpose · owner
02ASSESSimpact · risk
03VALIDATEeval · red team
04APPROVEhuman decision
05MONITORruntime · drift
06GOVERNincident · change
System card · evidence · provenance · audit
How can AI remain governed after initial approval and deployment?
Representative outputs
Artifacts that make the decision usable
No diagram is a deployable design until it is adapted to the environment, evidence, owners, and operating constraints.
AI governance modelUse-case register designModel/system card templateApproval and change workflowRuntime evidence architecture