GOVGOV-006 — Audit and Assurance Gaps
Opaque AI Models Leave Organisations Unable to Explain Decisions
3/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
Insufficient documentation of model design and absent visibility into model reasoning create systemic opacity across AI deployments. Boards cannot discharge accountability obligations or satisfy regulatory scrutiny without traceable, auditable model records.
Domain
Governance & Compliance
Blindspots in accountability, regulatory compliance, ethics, risk management, data governance, and audit.
Source
MIT AI Risk Repository — AI Risk Atlas (IBM2025) ↗https://airisk.mit.edu/
Could this happen in your organisation?
A Velinor AI Audit maps your active AI portfolio against the 50+ blindspots and benchmarks against documented sector failures like this one. A board-ready foresight document in 5 weeks.