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What is Agentic Governance?

Control what AI agents can do - before they act.

A new approach to governing AI systems at runtime.

From Infrastructure Policy → Execution Control

🏗️

Before

Policies evaluated after requests - outside the application.

Now

Policies evaluated at runtime - before actions execute.

Agentic governance is the ability to control what AI agents can do at runtime - including tool usage, API calls, and workflow execution.

As AI systems become autonomous, they no longer just generate responses - they take actions. This creates a new need: controlling behavior before execution.

Traditional policy systems operate at the infrastructure level. Agentic governance moves policy directly into the execution layer, where decisions actually happen.

Policy moves from infrastructure → execution

How Agentic Governance is Different

🏗️

Infrastructure Policy

Runs outside applications and evaluates after requests.

Agentic Governance

Runs at runtime and evaluates before actions execute.

🛡️

Outcome

Prevents unsafe behavior instead of reacting after failure.

Why it matters

🤖

Agents take real actions

LLMs now execute tools, trigger workflows and interact with systems.

⚠️

Risk increases

Uncontrolled actions can expose data, trigger operations or cause failures.

🔄

Control must shift

Policy must run where actions happen - not after execution.

What Agentic Governance Controls

🔧

Tools

Control which tools agents can access and under what conditions.

🌐

APIs

Define what external systems can be called.

Actions

Allow or block critical operations before execution.

🔁

Workflows

Control how multi-step processes are executed.

How Actra Enables Agentic Governance

Actra is a runtime policy engine built for agentic systems.

It enforces decisions before execution - inside your application - ensuring every action is validated in real time.

This enables safe, deterministic control over AI agents, tools and workflows.

Start building with Actra

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