# Pebblo vs Witness Control: side-by-side comparison (2026)

[Pebblo](https://cybersectools.com/tools/pebblo) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Daxa.ai](https://cybersectools.com/companies/daxaai). [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.

Need the answer fast? [Best Agentic AI Security Solutions for Business](https://cybersectools.com/shortlists/best-agentic-ai-security-solutions) picks CrowdStrike Falcon Guardian, Rubrik Agent Cloud, Silverfort AI Agent Security and 5 more.

## Side-by-side comparison

| | Pebblo | Witness Control |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Agentic AI Security | AI Governance |
| Verified | No | No |
| Deployment type | Hybrid | Cloud |
| Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | Daxa.ai | WitnessAI |
| Headquarters | – | – |

### Use cases and capabilities

| | Pebblo | Witness Control |
|---|---|---|
| AI Data Gateway | Yes | – |
| RAG | Yes | – |
| Generative AI | Yes | – |
| MLSecOps | Yes | – |
| RAG Security | Yes | – |
| Policy | – | Yes |

### Core features

**Pebblo**

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

**Pebblo**

2 integrations 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.

- [Pebblo](https://cybersectools.com/tools/pebblo) fits if you need both cloud and on-premises options.
- [Witness Control](https://cybersectools.com/tools/witness-control) fits if you want a cloud product and you are a small business.

## Pebblo vs Witness Control FAQ

Common questions when comparing Pebblo vs Witness Control for agentic AI security.

### What is the difference between Pebblo and Witness Control?

**Pebblo**: AI security platform enforcing access control & governance for AI apps/agents. Built by Daxa.ai.

**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 Pebblo and Witness Control?

**Pebblo** is made by Daxa.ai. **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 Pebblo a good alternative to Witness Control?

In part. Pebblo and Witness Control are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Pebblo vs Trustwise Harmony AI](https://cybersectools.com/compare/pebblo-vs-trustwise-harmony-ai)
- [Pebblo vs Enkrypt AI Guardrails](https://cybersectools.com/compare/enkrypt-ai-guardrails-vs-pebblo)
- [Pebblo vs Pebblo (Safe Agent/Safe Infer)](https://cybersectools.com/compare/pebblo-vs-pebblo-safe-agentsafe-infer)
- [Witness Control vs Trustwise Harmony AI](https://cybersectools.com/compare/trustwise-harmony-ai-vs-witness-control)
- [Witness Control vs Enkrypt AI Guardrails](https://cybersectools.com/compare/enkrypt-ai-guardrails-vs-witness-control)
- [Witness Control vs Pebblo (Safe Agent/Safe Infer)](https://cybersectools.com/compare/pebblo-safe-agentsafe-infer-vs-witness-control)

## Alternatives to each

- [See all Pebblo alternatives](https://cybersectools.com/alternatives/pebblo)
- [See all Witness Control alternatives](https://cybersectools.com/alternatives/witness-control)

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Source: https://cybersectools.com/compare/pebblo-vs-witness-control

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More on Pebblo 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