When an AI system produces a biased or wrong outcome, the organization cannot point to the vendor or the model. Accountability sits with leadership.
Designing for Failure
Mature organizations assume systems will sometimes fail and design detection, containment and remediation in advance.
A Clear Ownership Line
Every consequential AI system needs a named owner, an escalation path and a documented remediation process. Diffuse accountability is the same as none.


