Category
AI Security & Governance
Ship AI safely and in compliance.
14 tools·2 with free trial
Top picks
01
Security platform for AI models and the ML lifecycle
HiddenLayer is a credible, well-funded specialist in model-centric AI security, and its breadth, discovery, supply-chain scanning, runtime defense, and attack simulation, plus mappings to MITRE ATLAS and OWASP, fit enterprises with mature AI governance needs. Notably, it remains independent as of August 2026 while several competitors (Lakera, Prompt Security, Protect AI, Robust Intelligence) have been acquired, which some buyers will see as a differentiator and others as acquisition risk. Pricing is enterprise custom with no public tiers or free plan, so it is aimed at organizations that can engage in a sales process; confirm scope and pricing directly.
paid·Custom (enterprise)
02
End-to-end security for generative AI and agents
Lasso is a credible, GenAI-native security vendor, but it publishes no pricing and sells only through sales-gated enterprise deals, so it is not a self-serve tool. It fits organizations with real LLM and agent deployments that need discovery plus runtime guardrails; smaller teams or those just experimenting with AI will likely find it heavier and more expensive than needed. Evaluate it with a scoped proof-of-value against your own AI inventory.
paid·Custom quote
03
AI-native data loss prevention across SaaS, AI apps and endpoints.
Nightfall AI is an enterprise data-security product bought by security and compliance teams, not an individual tool, and adoption typically runs through procurement and security review. Its ML-based detection can reduce false positives versus pure regex, and its coverage of generative-AI data leakage is timely, but pricing is quote-based and effectiveness depends on how well it maps to your specific SaaS stack and workflows. Pilot it against real data flows before committing.
paid
All AI Security & Governance
Securing the agentic workforce across the AI lifecycle.
#ai-security#ai-red-teaming#agent-security#guardrails
AI risk intelligence for third-party AI features.
#ai-risk-intelligence#third-party-risk#prompt-injection#grc
Zero-touch data protection for the GenAI era.
#data-loss-prevention#genai-security#shadow-ai#data-protection
An enterprise AI governance platform for risk and compliance.
#ai-governance#eu-ai-act#compliance#risk-management
Other AI tool categories
Frequently asked questions
- What's the best ai security & governance tool?
- HiddenLayer currently leads in community votes. HiddenLayer is a credible, well-funded specialist in model-centric AI security, and its breadth, discovery, supply-chain scanning, runtime defense, and attack simulation, plus mappings to MITRE ATLAS and OWASP, fit enterprises with mature AI governance needs. Notably, it remains independent as of August 2026 while several competitors (Lakera, Prompt Security, Protect AI, Robust Intelligence) have been acquired, which some buyers will see as a differentiator and others as acquisition risk. Pricing is enterprise custom with no public tiers or free plan, so it is aimed at organizations that can engage in a sales process; confirm scope and pricing directly.
- Are there free options?
- Most tools in this category are paid, but some offer trials. Check each tool's pricing details.
- How do you rank these tools?
- Tools are ranked by a combination of community upvotes, editorial review, and feature breadth. Our editors review pricing and capabilities quarterly.
- Can I suggest a tool we're missing?
- Yes — submit it here. Our team reviews submissions weekly.