# SUPERWISE Guardrails vs Witness Protect: side-by-side comparison (2026)

[SUPERWISE Guardrails](https://cybersectools.com/tools/superwise-guardrails) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [Superwise](https://cybersectools.com/companies/superwise). [Witness Protect](https://cybersectools.com/tools/witness-protect) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [WitnessAI](https://cybersectools.com/companies/witnessai). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | SUPERWISE Guardrails | Witness Protect |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | LLM Guardrails | LLM Guardrails |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Startup, SMB, Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Superwise | WitnessAI |
| Headquarters | – | – |

### Use cases and capabilities

| | SUPERWISE Guardrails | Witness Protect |
|---|---|---|
| PII | Yes | Yes |
| Tokenization | – | Yes |
| AI Firewall | – | Yes |

### Core features

**SUPERWISE Guardrails**

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

**Witness Protect**

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

### Integrations

**SUPERWISE Guardrails**

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

**Witness Protect**

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.

- [SUPERWISE Guardrails](https://cybersectools.com/tools/superwise-guardrails) fits if you are a startup or a small business.

## SUPERWISE Guardrails vs Witness Protect FAQ

Common questions when comparing SUPERWISE Guardrails vs Witness Protect for LLM guardrails.

### What is the difference between SUPERWISE Guardrails and Witness Protect?

**SUPERWISE Guardrails**: Runtime guardrails for AI/LLM apps blocking violations in under 10ms. Built by Superwise.

**Witness Protect**: Enterprise AI firewall protecting AI agents, models, and chatbots from attacks. Built by WitnessAI.

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

### Who makes SUPERWISE Guardrails and Witness Protect?

**SUPERWISE Guardrails** is made by Superwise. **Witness Protect** 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 SUPERWISE Guardrails a good alternative to Witness Protect?

Often, yes. SUPERWISE Guardrails and Witness Protect are both LLM Guardrails products, and both cover PII. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [SUPERWISE Guardrails vs AI Security Gateway™](https://cybersectools.com/compare/ai-security-gatewaytm-vs-superwise-guardrails)
- [SUPERWISE Guardrails vs RealmGuard](https://cybersectools.com/compare/realm-labs-platform-vs-superwise-guardrails)
- [SUPERWISE Guardrails vs Senthex AI Firewall](https://cybersectools.com/compare/senthex-ai-firewall-vs-superwise-guardrails)
- [Witness Protect vs AI Security Gateway™](https://cybersectools.com/compare/ai-security-gatewaytm-vs-witness-protect)
- [Witness Protect vs RealmGuard](https://cybersectools.com/compare/realm-labs-platform-vs-witness-protect)
- [Witness Protect vs Senthex AI Firewall](https://cybersectools.com/compare/senthex-ai-firewall-vs-witness-protect)

## Alternatives to each

- [See all SUPERWISE Guardrails alternatives](https://cybersectools.com/alternatives/superwise-guardrails)
- [See all Witness Protect alternatives](https://cybersectools.com/alternatives/witness-protect)

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Source: https://cybersectools.com/compare/superwise-guardrails-vs-witness-protect

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

More on SUPERWISE Guardrails and Witness Protect: 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