# Raven Runtime AI Agents vs Witness Observe: 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 Observe](https://cybersectools.com/tools/witness-observe) is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) 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 Observe |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Agentic AI Security | AI SPM |
| Verified | No | No |
| Deployment type | On-Premises | Cloud |
| Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Raven | WitnessAI |
| Headquarters | – | – |

### Use cases and capabilities

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

### Core features

**Raven Runtime AI Agents**

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

**Witness Observe**

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 Observe**

2 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 Observe](https://cybersectools.com/tools/witness-observe) fits if you want a cloud product.

## Raven Runtime AI Agents vs Witness Observe FAQ

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

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

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

**Witness Observe**: Enterprise AI security platform for visibility and control of AI usage, 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 Observe?

**Raven Runtime AI Agents** is made by Raven. **Witness Observe** 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 Observe?

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

## Related comparisons

- [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)
- [Raven Runtime AI Agents vs JetStream Security-First AI Governance Platform](https://cybersectools.com/compare/jetstream-saig-platform-vs-raven-runtime-ai-agents)
- [Witness Observe vs Bay Security Agentic Endpoint Security](https://cybersectools.com/compare/bay-security-agentic-endpoint-security-vs-witness-observe)
- [Witness Observe vs Canyon Road Beacon](https://cybersectools.com/compare/canyon-road-beacon-vs-witness-observe)
- [Witness Observe vs JetStream Security-First AI Governance Platform](https://cybersectools.com/compare/jetstream-saig-platform-vs-witness-observe)

## Alternatives to each

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

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

For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/raven-runtime-ai-agents.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Raven Runtime AI Agents and Witness Observe: 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