AIAI Governance StackFree kit

Red-Teaming & AI Security

17 tools tracked

This category attacks your AI before someone else does. Vendors here run automated adversarial testing against models, agents and applications — jailbreaks, prompt injection, data extraction, agent hijacking — and map findings to frameworks like the OWASP LLM Top 10 and MITRE ATLAS. Several also cover the ML supply chain, scanning model artefacts and dependencies for tampering.

Buy here when security, not compliance, owns the risk — and you need evidence of testing rather than evidence of policy.

End-to-end AI security and governance platform to discover, monitor, red-team and prove enterprise AI

EU AI ActNIST AI RMFISO/IEC 42001

Open-source tool for evaluating and red-teaming LLM apps, agents, and RAG systems

Open-source

Continuous automated AI red teaming and security testing for enterprise AI systems

SOC 2

Open-source and enterprise platform for testing and red-teaming LLM agents

EU AI ActNIST AI RMFOpen-source

End-to-end security for the AI and machine-learning supply chain

NIST AI RMFSOC 2Open-source

Need-to-know access controls to stop LLM oversharing in the enterprise

Automated evaluation, guardrails, and judges for LLM and agent reliability

NIST AI RMF

AI Firewall and automated model validation to secure AI from build to production

NIST AI RMF

Adversarial testing and red teaming to make AI systems reliable and safe

Security and governance platform purpose-built for AI agents across SaaS, cloud, and endpoints

End-to-end security for AI with automated red teaming and runtime protection for agentic systems

Open-source

Continuous AI red teaming for agents, LLMs, and generative AI applications

Trust infrastructure to make enterprise AI agents secure, reliable, and resilient

AI detection and response plus red teaming to protect machine learning models and AI products

End-to-end security for enterprise LLM and agentic AI adoption

Enterprise AI security combining automated red teaming with real-time application protection

Enterprise AI security and red teaming for generative AI applications

AI Governance Tool Selection Kit

A vendor-comparison worksheet plus EU AI Act, NIST AI RMF and ISO/IEC 42001 requirement checklists — so you can shortlist tools against the obligations that actually apply to you.

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