# Invariant Labs vs Primary Visibility: side-by-side comparison (2026)

[Invariant Labs](https://cybersectools.com/tools/invariant-labs) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Invariant Labs](https://cybersectools.com/companies/invariant-labs). [Primary Visibility](https://cybersectools.com/tools/primary-visibility) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Primary](https://cybersectools.com/companies/primary). 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 4 more.

## Side-by-side comparison

| | Invariant Labs | Primary Visibility |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Agentic AI Security | Agentic AI Security |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Startup, SMB, Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Invariant Labs | Primary |
| Headquarters | – | – |

### Use cases and capabilities

| | Invariant Labs | Primary Visibility |
|---|---|---|
| Security Scanning | Yes | – |
| Observability | Yes | Yes |
| Agentic AI Security | – | Yes |
| AI Observability | – | Yes |
| AI Governance | – | Yes |
| Non-Human Identity | – | Yes |
| Visibility | – | Yes |
| AI Compliance | – | Yes |
| Workflow | – | Yes |
| Investigation | – | Yes |
| Anomaly Detection | – | Yes |

### Core features

**Invariant Labs**

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

**Primary Visibility**

10 features 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.

- [Invariant Labs](https://cybersectools.com/tools/invariant-labs) fits if you are a startup or a small business.

## Invariant Labs vs Primary Visibility FAQ

Common questions when comparing Invariant Labs vs Primary Visibility for agentic AI security.

### What is the difference between Invariant Labs and Primary Visibility?

**Invariant Labs**: Security and reliability platform for AI agents and MCP servers, built by Invariant Labs.

**Primary Visibility**: Unified visibility platform monitoring human & AI agent activity for audit & compliance, built by Primary.

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

### Who makes Invariant Labs and Primary Visibility?

**Invariant Labs** is made by Invariant Labs. **Primary Visibility** is made by Primary. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Invariant Labs a good alternative to Primary Visibility?

Often, yes. Invariant Labs and Primary Visibility are both Agentic AI Security products, and both cover Observability. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Invariant Labs vs Tego AI](https://cybersectools.com/compare/invariant-labs-vs-tego-ai)
- [Invariant Labs vs Arrakis Security Platform](https://cybersectools.com/compare/arrakis-security-platform-vs-invariant-labs)
- [Invariant Labs vs Agentic Fabriq Audit Trail](https://cybersectools.com/compare/agentic-fabriq-audit-trail-vs-invariant-labs)
- [Primary Visibility vs Tego AI](https://cybersectools.com/compare/primary-visibility-vs-tego-ai)
- [Primary Visibility vs Arrakis Security Platform](https://cybersectools.com/compare/arrakis-security-platform-vs-primary-visibility)
- [Primary Visibility vs Agentic Fabriq Audit Trail](https://cybersectools.com/compare/agentic-fabriq-audit-trail-vs-primary-visibility)

## Alternatives to each

- [See all Invariant Labs alternatives](https://cybersectools.com/alternatives/invariant-labs)
- [See all Primary Visibility alternatives](https://cybersectools.com/alternatives/primary-visibility)

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Source: https://cybersectools.com/compare/invariant-labs-vs-primary-visibility

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

More on Invariant Labs and Primary Visibility: 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