AI Has Given You Two New Problems – And Identity Governance Is the Only Place They Meet

AI has created two converging governance challenges for enterprises: AI embedded inside identity governance platforms making access decisions, and AI agents acting as powerful non-human identities with production-level access. Most organizations have mature human identity programs but near-zero visibility into AI agent identities, which often run with shared secrets, unchecked API keys, and no access reviews. The recommended approach is to treat AI systems as first-class identities with owners, risk tiers, and policy-defined entitlements, governed through the same identity control plane as human accounts. A C-suite checklist is provided to assess whether AI governance is keeping pace with AI deployment.