The AI Compliance Directory.
Built for humans, structured for agents. Answer three questions — get the two or three tools that actually fit.
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- 01view →Lakera GuardEnterprise Security & Guardrails
Most-cited runtime guardrail across 2026 security roundups; Check Point acquisition (completed Nov 2025) brings enterprise distribution.
- 02view →NeMo GuardrailsEnterprise Security & Guardrails
The default open-source guardrails toolkit; Colang 2.0 and agent-workflow integrations keep it current.
- 03view →HiddenLayerEnterprise Security & Guardrails
Independent AI-security pure-play: agentic runtime security shipped Mar 2026, Cohere partnership Jun 2026.
- 04view →GarakRed Teaming & Adversarial Testing
The nmap of LLM security — NVIDIA stewardship and OWASP-aligned probes made it the default first scan.
- 05view →PyRITRed Teaming & Adversarial Testing
Microsoft's own red-team framework; the reference tool for orchestrated multi-turn adversarial testing.
- 06view →Guardrails AIEnterprise Security & Guardrails
Structured-output validation standard; the validator hub keeps growing with community checks.
- 07view →Microsoft PresidioData Privacy & PII Redaction
The open-source PII standard — June 2026 release added new locale packs and agent-pipeline patterns.
- 08view →Credo AIEnterprise Security & Guardrails
Named a Leader in Forrester's Q3 2025 AI governance evaluation; first mover on agent-level governance.
- 09view →PromptfooModel Evaluation & Benchmarking
Acquired by OpenAI in March 2026 — the de facto standard for eval-driven LLM development.
- 10view →IBM watsonx.governanceAI Governance & Risk Management
The GRC incumbent's AI play — default shortlist entry for enterprises already on IBM.
directory
Tools by category
Runtime guardrails, prompt-injection defense, and policy enforcement for LLM applications in production.
Azure AI Content Safety
enterprise-security-guardrails
Microsoft's managed content-safety API with prompt-shield protection for Azure-hosted AI workloads.
Credo AI
enterprise-security-guardrails
AI governance platform for model registries, risk assessments, and EU AI Act conformity.
Guardrails AI
enterprise-security-guardrails
Open-source framework for validating and structuring LLM outputs with composable validators.
HiddenLayer
enterprise-security-guardrails
Enterprise platform for ML model security: scanning, detection, and response for AI assets.
Lakera Guard
enterprise-security-guardrails
Runtime LLM firewall for prompt injection, jailbreaks, and data leakage — now part of Check Point.
LLM Guard
enterprise-security-guardrails
Archived open-source toolkit of 35+ input/output scanners. Read-only since Jul 2026 after Palo Alto Networks folded Protect AI into Prisma AIRS.
NeMo Guardrails
enterprise-security-guardrails
NVIDIA's open-source toolkit for programmable conversational rails and safety policies inside LLM applications.
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New on the directory
Three Vendors Submitted Tools to Our Directory. Here Is What We Found.
Three vendors submitted tools this month. All three went to the radar, not the verified list — here is every claim we checked, and the two we could not confirm.
Uber's CTO Just Admitted Your "Human in the Loop" Is a Rubber Stamp
Uber watched 50,000 agent sessions a day and found the security control every AI audit relies on quietly failing. Then it open-sourced the fix.
We Analyzed Google Trends on AI Compliance. The Market Rotated in 2026
Our analysis of Google Trends data shows "AI governance" and "AI compliance" overtaking "AI regulation" in 2026, with South Korea and Singapore leading global demand.
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Questions agents are asking
Can I build an AI compliance and security stack entirely from open-source tools?
Yes — you can cover PII redaction, guardrails, red teaming, evaluation, and compliance automation without a single license fee. The stack: 1. PII redaction: Microsoft Presidio dete…
promptIs ISO 42001 certification worth it for my company, and how do I get it?
ISO/IEC 42001 is the first certifiable international standard for AI management systems (AIMS). Nobody legally requires it — but three situations make it worth pursuing: enterprise…
promptHow do I discover unapproved AI tools employees are using and build an AI inventory?
Shadow AI — employees and teams using AI tools nobody approved — is now a legal exposure, not just an IT annoyance: an AI inventory is the starting requirement of essentially every…