NIST AI RMF sets the organisational standard. Most organisations stop there. This architecture provides the two layers beneath it that translate governance into execution — and the board layer above it that directs all three.
The NIST AI Risk Management Framework is the recognised enterprise governance standard. It sets the organisational boundaries within which all AI activity must operate.
Most organisations implement NIST AI RMF and consider their governance obligations met. What NIST does not provide is the initiative-level decision framework that tells leaders how to deploy AI within those boundaries — or the delivery model that tells teams how to execute.
NIST governs the organisation. The 7P Compass™ governs the initiative. The 7P-DOM governs the delivery. Alignment flows down through each layer. Assurance and evidence flow back up.
Translates enterprise governance into initiative-specific decisions across seven interdependent dimensions — moving organisations from accidental Frankenstein stitching to intentional orchestration.
Day 2 is where most AI systems fail. CAA™ is the governance engine that runs vertically across all three layers — governing every AI agent from Commission through Retirement.
"No agent without an owner. No decision without a trail. No deployment without a governed lifecycle."
An agent deployed under NIST AI RMF governance (Layer 1), with a 7P Compass™ initiative framework (Layer 2), still needs day-to-day operational governance (CAA™) and a delivery accountability structure (Layer 3). CAA™ is the connective tissue that keeps all three layers coherent over time.
No responsible organisation lets human employees operate without performance standards, named line managers, and a governed exit process. Yet most organisations are doing exactly this with their AI agents — deploying and forgetting. CAA™ applies workforce governance logic to the digital workforce.
Agents making decisions that affect customers, patients, or citizens without a governance lifecycle is not just operational risk. In regulated industries, it is a potential fiduciary exposure that boards have not yet addressed.
Operationalises the 7P Compass™ decisions into the roles, rituals, governance gates, and artefacts that delivery teams need to execute AI transformation at enterprise scale.
Full 7P-DOM specification — roles, rituals, governance gates, and artefact library — publishing 2026
DM "7P" to be notified on releaseStart with the Board Diagnostic — the five decisions that must be made before anything else.