Project AIR™ — Agent Incident Response. The signed forensic evidence layer for production AI agents.

Vindicara also builds Axiisium, a cryptographically signed multimodal AI for acute myeloid leukemia. Learn more at axiisium.com.

When an AI agent does something your business has to defend, two questions matter: what did the agent actually do, and can you prove it? Project AIR answers both. Open source under MIT. Five-minute install on a LangChain agent. 10/10 coverage on the OWASP Top 10 for Agentic Applications. Live today: pip install projectair.

Why we exist: regulation is arriving faster than tooling. EU AI Act Article 72 enforcement begins August 2, 2026 — continuous post-market monitoring becomes mandatory for high-risk AI systems. We scanned MCP servers and found 92% lack proper OAuth. Anthropic flagged "evidence sharing" as one of three critical open ecosystem gaps for trustworthy agents. Vindicara is the layer that closes those gaps — built in the open, in production, this year.

Who we work with: AI platform teams, regulated enterprises, MCP server operators, security and GRC leaders, and the engineers who'd rather ship safe than ship sorry.

If you ship agents to production, you need a flight recorder. We're building it.

vindicara.io · pip install projectair

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