# Raven Runtime AI Agents vs Witness Control: side-by-side comparison (2026)

[Raven Runtime AI Agents](https://cybersectools.com/tools/raven-runtime-ai-agents) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Raven](https://cybersectools.com/companies/raven). [Witness Control](https://cybersectools.com/tools/witness-control) is a commercial [AI governance](https://cybersectools.com/categories/ai-governance) solution by [WitnessAI](https://cybersectools.com/companies/witnessai). Features, integrations, deployment and the company behind each one, side by side.

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## Side-by-side comparison

| | Raven Runtime AI Agents | Witness Control |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Agentic AI Security | AI Governance |
| Verified | No | No |
| Deployment type | On-Premises | Cloud |
| Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | Raven | WitnessAI |
| Headquarters | – | – |

### Use cases and capabilities

| | Raven Runtime AI Agents | Witness Control |
|---|---|---|
| Agentic AI Security | Yes | – |
| Runtime Security | Yes | – |
| Shadow AI | Yes | – |
| AI Observability | Yes | – |
| AI Governance | Yes | – |
| LLM Security | Yes | – |
| Observability | Yes | – |
| Visibility | Yes | – |
| Policy | Yes | Yes |
| Instrumentation | Yes | – |

### Core features

**Raven Runtime AI Agents**

7 features listed. Sign in on the page to see them.

**Witness Control**

10 features listed. Sign in on the page to see them.

### Integrations

**Raven Runtime AI Agents**

1 integration listed. Sign in on the page to see them.

**Witness Control**

6 integrations listed. Sign in on the page to see them.

## Which one fits you

Based on what each listing shows: deployment, company size, price and open source.

- [Raven Runtime AI Agents](https://cybersectools.com/tools/raven-runtime-ai-agents) fits if you need to run it on your own servers.
- [Witness Control](https://cybersectools.com/tools/witness-control) fits if you want a cloud product and you are a small business.

## Raven Runtime AI Agents vs Witness Control FAQ

Common questions when comparing Raven Runtime AI Agents vs Witness Control for agentic AI security.

### What is the difference between Raven Runtime AI Agents and Witness Control?

**Raven Runtime AI Agents**: Runtime platform to discover, monitor, and control AI agents in production apps. Built by Raven.

**Witness Control**: AI security platform with guardrails, policy enforcement, and data redaction. Built by WitnessAI.

The table above shows where their features, integrations, deployment and company size fit differ.

### Who makes Raven Runtime AI Agents and Witness Control?

**Raven Runtime AI Agents** is made by Raven. **Witness Control** is made by WitnessAI. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Raven Runtime AI Agents a good alternative to Witness Control?

In part. Raven Runtime AI Agents and Witness Control are not in the same category on CybersecTools. Both cover Policy. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Raven Runtime AI Agents vs Autonomous Security](https://cybersectools.com/compare/autonomous-security-vs-raven-runtime-ai-agents)
- [Raven Runtime AI Agents vs Bay Security Agentic Endpoint Security](https://cybersectools.com/compare/bay-security-agentic-endpoint-security-vs-raven-runtime-ai-agents)
- [Raven Runtime AI Agents vs Canyon Road Beacon](https://cybersectools.com/compare/canyon-road-beacon-vs-raven-runtime-ai-agents)
- [Witness Control vs Autonomous Security](https://cybersectools.com/compare/autonomous-security-vs-witness-control)
- [Witness Control vs Bay Security Agentic Endpoint Security](https://cybersectools.com/compare/bay-security-agentic-endpoint-security-vs-witness-control)
- [Witness Control vs Canyon Road Beacon](https://cybersectools.com/compare/canyon-road-beacon-vs-witness-control)

## Alternatives to each

- [See all Raven Runtime AI Agents alternatives](https://cybersectools.com/alternatives/raven-runtime-ai-agents)
- [See all Witness Control alternatives](https://cybersectools.com/alternatives/witness-control)

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Source: https://cybersectools.com/compare/raven-runtime-ai-agents-vs-witness-control

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More on Raven Runtime AI Agents and Witness Control: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md