Invariant vs WitnessAI
InvariantAI Safety & Guardrails
CustomPublished price
WitnessAIAI Security Platforms
Invariant AI Safety & Guardrails Security and guardrails for AI agents. | WitnessAI AI Security Platforms Approach AI with Certainty | |
|---|---|---|
| Overview | ||
| Category | AI Safety & Guardrails | AI Security Platforms |
| What it is | Invariant builds security, guardrails, and observability tooling for AI agents, including agent behavior inspection and MCP security scanning. | AI security platform providing guardrails, access controls, and observability for enterprise AI deployments. |
| Pricing | ||
| Published price | Custom Invariant Labs does not publish pricing. The company was acquired by Snyk; its AI-agent security tools (Guardrails, Explorer, MCP Scan) are being integrated into Snyk's agentic-AI… | No public pricing; enterprise sales-led with quotes based on deployment scope, user count, and modules. No list price found on the vendor site, cloud marketplaces, review sites, o… |
| Pricing model | Custom quote | Not available |
| Free options | No free plan · No free trial | No free plan · No free trial |
| Deal on Cubbie | None right now | None right now |
| Company | ||
| Founded | 2024 | 2023 |
| Team size | 1-10 employees | 11-50 employees |
| Headquarters | Zurich, Switzerland | San Jose, CA |