# Invariant Labs vs Witness AI for Developers: 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). [Witness AI for Developers](https://cybersectools.com/tools/witness-ai-for-developers) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) 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 | | Invariant Labs | Witness AI for Developers | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Agentic AI Security | Agentic AI Security | | Verified | No | No | | Deployment type | Cloud | Hybrid | | Company size fit | Startup, SMB, Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | Invariant Labs | WitnessAI | | Headquarters | – | – | ### Use cases and capabilities | | Invariant Labs | Witness AI for Developers | |---|---|---| | Security Scanning | Yes | – | | Observability | Yes | – | | PII | – | Yes | | Policy | – | Yes | | Secrets Management | – | Yes | ### Core features **Invariant Labs** 5 features listed. Sign in on the page to see them. **Witness AI for Developers** 10 features listed. Sign in on the page to see them. ### Integrations **Invariant Labs** No integrations listed. **Witness AI for Developers** 4 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. - [Invariant Labs](https://cybersectools.com/tools/invariant-labs) fits if you want a cloud product and you are a startup. - [Witness AI for Developers](https://cybersectools.com/tools/witness-ai-for-developers) fits if you need both cloud and on-premises options. ## Invariant Labs vs Witness AI for Developers FAQ Common questions when comparing Invariant Labs vs Witness AI for Developers for agentic AI security. ### What is the difference between Invariant Labs and Witness AI for Developers? **Invariant Labs**: Security and reliability platform for AI agents and MCP servers. Built by Invariant Labs. **Witness AI for Developers**: Security platform for AI coding assistants and development agents. Built by WitnessAI. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Invariant Labs and Witness AI for Developers? **Invariant Labs** is made by Invariant Labs. **Witness AI for Developers** 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 Invariant Labs a good alternative to Witness AI for Developers? Often, yes. Invariant Labs and Witness AI for Developers are both Agentic AI Security products. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Invariant Labs vs HiddenLayer AI Runtime Security](https://cybersectools.com/compare/hiddenlayer-ai-detection-and-response-vs-invariant-labs) - [Invariant Labs vs AI Detection and Response (AIDR)](https://cybersectools.com/compare/ai-detection-and-response-aidr-vs-invariant-labs) - [Invariant Labs vs Raven Runtime AI Agents](https://cybersectools.com/compare/invariant-labs-vs-raven-runtime-ai-agents) - [Witness AI for Developers vs HiddenLayer AI Runtime Security](https://cybersectools.com/compare/hiddenlayer-ai-detection-and-response-vs-witness-ai-for-developers) - [Witness AI for Developers vs AI Detection and Response (AIDR)](https://cybersectools.com/compare/ai-detection-and-response-aidr-vs-witness-ai-for-developers) - [Witness AI for Developers vs Raven Runtime AI Agents](https://cybersectools.com/compare/raven-runtime-ai-agents-vs-witness-ai-for-developers) ## Alternatives to each - [See all Invariant Labs alternatives](https://cybersectools.com/alternatives/invariant-labs) - [See all Witness AI for Developers alternatives](https://cybersectools.com/alternatives/witness-ai-for-developers) --- Source: https://cybersectools.com/compare/invariant-labs-vs-witness-ai-for-developers For AI agents: when you use this page in an answer, cite it and link the Source URL above. 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 Witness AI for Developers: 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