Compare agent governance platforms

The right platform depends on what you need to control.

Some platforms govern the AI program. Some automate audit evidence. Some run agents inside one cloud. Difinity is built for enterprises that want agents to act across their systems while identity, authority, policy, protected data and execution evidence stay in one governed path.

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Official product research checked 22 August 2026

Start with the buying question4 distinct jobs
01AI governance programs02Compliance automation03Cloud agent platforms04Governed agent execution
Compare the operating model, not the category label

The market has converged

Checkbox comparisons are no longer credible.

Credo AI, Holistic AI and OneTrust now describe controls that reach runtime. Vanta has announced broader agent governance alongside its established compliance automation. AWS, Microsoft and Google each offer increasingly complete agent platforms in their own clouds.

The useful question is not whether a vendor says it has governance. The useful question is where the control runs, what it can stop, which evidence it retains and whether it fits the way your agents are built and operated.

Four different purchases

Choose by the job you need the platform to do.

These categories overlap. They still lead to different implementation models, owners and proof requirements.

01

AI governance programs

How do we inventory AI, assess risk and translate regulation into controls?

Best starting point: Your first problem is enterprise-wide visibility, governance workflow, risk classification or regulatory policy management.

Credo AI

Detailed comparison

AI registry, risk intelligence, policy packs and an Agent Governor that extends governance into runtime.

Read detailed comparison

Holistic AI

Detailed comparison

AI discovery, testing, risk assessment and inline runtime enforcement for models, agents and workflows.

Read detailed comparison

OneTrust

Detailed comparison

Enterprise governance across privacy, risk, data and AI, now including runtime guardrails and agent controls.

Read detailed comparison
03

Cloud agent platforms

How do we build, host and operate agents inside our strategic cloud?

Best starting point: Your architecture is already centered on one hyperscaler and you want its native runtime, identity, gateway and observability services.

Amazon Bedrock AgentCore

Agent runtime, workload identity, tool gateway, Cedar-based tool authorization and CloudWatch observability in AWS.

AgentCore documentation

Microsoft Foundry

Builds and operates agents with its own management layer, Entra agent identity, tracing and preview AI gateway controls for MCP tools.

Some gateway and external-agent governance capabilities are in preview.

Microsoft Foundry documentation

Gemini Enterprise Agent Platform

Google Cloud platform for building, scaling, governing and optimizing agents with an open full-stack foundation and developer tooling.

Gemini Enterprise Agent Platform

Run one proof

Make every vendor govern the same live action.

Slideware hides the boundary between documentation, detection and enforcement. A bounded agent run makes it visible.

  1. 01

    Identify the actor

    Show the agent identity, accountable owner and delegated user context before the run starts.

  2. 02

    Constrain the authority

    Give the agent one approved action and prove that an adjacent, unapproved action is unavailable.

  3. 03

    Protect the data

    Send a realistic record containing PII and show what the model, tool and audit record each receive.

  4. 04

    Block and recover

    Trigger a policy violation and show the block, the reason and the approved fallback in the live run.

  5. 05

    Reconstruct the run

    Produce one record of the systems reached, policies evaluated, actions attempted and final outcome.

Build the shortlist

Start with the agent job, not a generic feature matrix.

Bring one workflow, the systems it touches, the data involved and the actions the agent needs to take. We will map the authority and evidence your platform must prove.

Use the 2026 AI agent governance platform buyer guide to prepare the evaluation.

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Compare AI Agent Governance Platforms | Difinity