A question worth asking: if an AI agent deleted 10,000 records at 3 AM, could you confidently identify which permission allowed it and restore that permission to its state from the day before? đź”’
AI agents have become autonomous entities within our enterprise IAM systems like Okta and Entra ID, making thousands of access decisions every hour and continuously interacting with APIs and sensitive data.
Our backup strategies, however, haven’t evolved at the same pace. While we preserve data backups, the full state of these agents—their identity, authority, and access history—is often not captured.
Okta’s recently shared Showcase 2026 blueprint on securing AI agents highlights some key adjustments we need to make:
✔️ Backing up Identity Configs: Export service account configurations through Okta to track which agents exist, their permissions, and authentication methods. This enables precise restoration or audit of an agent’s access footprint.
✔️ Logging Access Patterns: Route AI agents’ system log events to tools like Google Cloud Logging for historical records that aid analysis and anomaly detection.
✔️ Version-Controlling Policies: Keep permission manifests in Git to make change management auditable and enable "identity rollbacks.
✔️ Applying Zero Trust for AI: Enforce stricter security policies for AI agents beyond standard service accounts, including least-privilege access, time-limited permissions, and documented justifications for each permission.
These practices are essential. Without capturing the full identity state of an AI agent, incident investigations, compliance verification, or breach mitigation become seriously challenging. It’s crucial to treat identity as a fundamental part of your backup and recovery approach.
Extending Zero Trust principles to AI agents means never trusting by default, always verifying, and maintaining comprehensive visibility over their access lifecycle.
What steps is your team taking to evolve backup and identity governance for AI agents? I'm happy to connect and exchange ideas!
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