Enabling organizations to govern AI-influenced decisions with clear ownership, defensible escalation paths, and accountable decision practices under real operational conditions.


What This Dimension Examines
Enable organizations to govern AI-influenced decisions with clear ownership, defensible escalation paths, and accountable decision practices under real operational conditions:
- We identify who truly owns each AI-influenced decision, distinguishing formal roles from de facto authority and accountability during execution
- We define clear escalation and exception handling paths tied to real decision events so governance works when stakes are high.
- We verify where governance holds and where it breaks under operational pressure, including informal overrides, workarounds, and execution drift
- We help formalize governance artefacts, such as decision contracts, authority matrices, and control boundaries, so governance persists in practice
Why This Matters
AI-influenced decisions do not govern themselves. Without clear ownership, escalation paths, and defensible protocols, organizations accumulate hidden risk, especially under pressure or scrutiny. Our governance support makes decision behaviour observable and accountable, not just aspirational

What Leadership Gains
Clear Decision Ownership & Authority
By clarifying decision ownership and authority, leadership gains transparency into who can commit actions, who can override, and who must answer for decisions under board or regulatory scrutiny.
Operationally Defensible Decision Practices
With grounded governance support, decisions influenced by AI become explainable and defendable when questioned reducing organizational exposure and strengthening executive confidence in AI’s role.





