Capability
Agent & Action Governance
Agent & Action Governance checks the actions autonomous agents propose against policy, evidence and trust thresholds before they execute. It brings verification to the point where AI stops describing and starts doing.
Verify what an agent is about to do before it does it.
As agents move from generating text to taking actions, the stakes shift from a wrong answer to a wrong action in a real system. Agent & Action Governance inserts verification at that decision point, evaluating each proposed step, a tool call, a transaction, an external request, against policy and trust criteria before it is allowed to run.
Governance draws on the full trust orchestration layer. A proposed action can be checked for adequate evidence, scored for confidence, tested against policies that constrain what an agent may do, and escalated for human approval when it crosses a defined risk threshold. Actions that fail these checks are blocked or returned rather than executed on hope.
Every proposed and executed action is recorded with the reasoning behind its approval or rejection. This gives teams an auditable trail of autonomous behavior, so when an agent acts, there is a clear account of what it did, why it was permitted and which controls applied, rather than an opaque sequence of side effects.
This capability lets organizations grant agents real autonomy without surrendering control. Proofence Engine enforces the boundaries at execution time, so teams can expand what agents are trusted to do incrementally, backed by verification rather than by simply hoping the agent behaves.
What it delivers
Pre-execution checks
Proposed actions are verified against policy, evidence and trust thresholds before they touch real systems.
Full-stack evaluation
Governance draws on scoring, grounding, policy and human review to judge each step an agent proposes.
Action audit trail
Every proposed and executed action is logged with the reasoning behind its approval or rejection.
Bounded autonomy
Enforced boundaries let teams expand what agents may do incrementally, backed by verification rather than hope.
Bring verifiable trust to every AI decision.
Start in AtlasProof by Proofence, or talk to us about enterprise governance with AirTrustOS by Proofence.