Approve the task and required access.
Own the task, the systems it may affect and the point at which human judgment is required.
oktsec / AI Agent Governance
AI agent governance. Give autonomy an owner.
Assign an owner to each agent, define its permitted actions and review policy exceptions. Keep a record of who acted, what was requested and what policy decided.
Decide who owns each agent and what it may do.
AI agent governance defines who is responsible for an agent, what authority it receives, which actions require review and what evidence the organization keeps. Effective governance connects these decisions to the systems where the agent actually acts.
Own
Name the accountable workflow owner.
Bound
Define the systems and actions in scope.
Enforce
Apply policy at the local boundary.
Review
Assign an exception reviewer.
Evidence
Keep a verifiable decision record.
Assign the owner, implementer and reviewer.
Your team assigns these responsibilities. Oktsec supplies policy controls and decision records; your people approve access and accept risk.
Configure and test the controls.
Configure identities, tools, parameters and destinations; validate that governed actions cross the enforcement point.
Review exceptions and retain the evidence.
Assign decision authority, review changes and connect the technical record to the organization’s assurance process.
ILLUSTRATIVE WORKFLOW CHARTERProduction
Production
incident assistant
- Owner
- Platform operations
- Purpose
- Diagnose service incidents
- Permitted reach
- Read approved logs and service health
- Restricted actions
- Production changes require the agreed review path
- Evidence
- Acting identity, policy version and decision record
Record the task, permissions and approval requirements.
Name the task and its authority. A shared login or a broad “AI approved” label cannot describe which tools, destinations or privileged actions are permitted. A specific scope gives engineering something it can enforce.
Assign someone to review exceptions.
A blocked request or missing evidence needs a defined owner and next step. The review should establish whether the request is legitimate and whether any change to authority is justified.
Preserve the context
Identify the agent, requested action, applied policy and reason for the exception.
Decide whether a change is justified
The assigned reviewer decides the next step. A failed request does not automatically earn broader access.
Make changes traceable
If the policy changes, retain the version and review the evidence from subsequent actions.
Connect the policy to the action that actually happened.
The technical record
Identity, request, decision and policy version let a team inspect what the enforcement point evaluated. Hash chains and configured signatures support independent integrity verification.
Verify evidence offlineThe organizational decision
Owners, risk acceptance, retention and audit requirements belong in your governance process. Integrity of a technical record is different from proving regulatory compliance.
Explore all seven framework mappingsPublished mappings identify selected technical coverage. They do not confer certification, conformity or regulatory approval.
Review access whenever the workflow changes.
New tools, credentials and destinations can change what an agent can do. Recheck permissions and test the affected actions before expanding access.
- Before rollout
- Agree authority and validate the integration point.
- During operation
- Review decisions, exceptions and the policy actually applied.
- After change
- Revisit the scope when tools, identities, destinations or workflow responsibilities change.
Start with a clear answer.
Is an agent inventory enough for governance?
Inventory tells you what exists. Governance also needs ownership, bounded authority, policy enforcement, exception handling and evidence of the resulting decisions.
Does Cloud sit in the action path?
Local Control enforcement makes the runtime decision. Cloud coordinates policy and evidence across environments; it does not replace the local boundary.
Do framework mappings imply certification?
No. Published mappings connect controls to framework requirements. Certification, conformity and legal conclusions require their own assessment and evidence.
Research on agent permissions and accountability.
Define governance for your first agent workflow.
Bring the workflow owner and security team. We will review access, enforcement options and the records needed for oversight.