Tag: ai-governance

All the articles with the tag "ai-governance".

• Explainability Under Pressure: AI Decisions in Credit, Insurance and Hiring

  Published:Oct 9, 2026 |  at 06:50 AM

  Explainability is an operating obligation, not a model-output feature. How leaders in credit, insurance and hiring make high-impact automated decisions understandable, contestable and defensible before enforcement lands.

• Who Pays When the Agent Is Wrong?

  Published:Oct 5, 2026 |  at 05:20 AM

  Autonomous agents act, but most enterprises have not decided who is accountable when an action is wrong, whether their insurance responds, or what evidence would defend a claim. The fix sits in contracts, controls and policy wordings — before the first material incident.

• Internal Audit Has to Assure Systems That Change Themselves

  Published:Sep 28, 2026 |  at 02:20 AM

  Internal audit was built to test controls that stay still. AI systems change behaviour when a model is upgraded, a prompt is edited or data drifts, so the third line now needs continuous evidence, a model and prompt change register, and a board report that states residual risk rather than a stale pass.