AIRTA - AI Risk Testing Agent
Open source and free to use. The proactive engine of AIRTA Systems - specialized AI agents generate hundreds of reusable compliance test prompts and rigorously stress-test your AI products before they reach consumers.
What is AIRTA?
Open source and free: AIRTA is published on GitHub with no license fee. Run it locally or in CI, generate and execute test suites, and export results to AIRTA Systems - the tool itself costs nothing.
Proactive Risk Testing: AIRTA deploys specialized AI agents - Compliance, Strategy, and Business - that automatically generate hundreds of reusable test prompts tailored to your AI product and applicable regulatory frameworks.
Pre-deployment Assurance: AI components are stress-tested before and continuously during deployment, identifying vulnerabilities, scope violations, and compliance gaps before they reach end users.
Centralized Management: The internal AIRTA Portal aggregates all test results, reports, and remediation tasks in one place - the central nervous system of your AI safety programme.
Three Specialist Agents. One Unified Test Suite.
Compliance Agent
Maps your AI product against OWASP LLM Top 10, NIST AI RMF, GDPR, and sector-specific rules (e.g. FCA, MHRA). Generates safety-aligned test prompts and flags non-conformance against your chosen frameworks.
Strategy Agent
Simulates adversarial users, red-team scenarios, and edge cases. Stress-tests prompt injection, jailbreaks, scope creep, and excessive agency - capturing vulnerabilities before bad actors do.
Business Agent
Evaluates real-world consumer interactions for harm, bias, and misleading outputs. Ensures your AI performs safely under everyday usage patterns, not just synthetic test conditions.
What AIRTA Delivers
- Free and open source - Full test generation, execution, and reporting pipeline with no subscription required. Fork, extend, and run on your own infrastructure.
- Hundreds of reusable test prompts - generated automatically from compliance frameworks and your product specification.
- Pre-deployment risk reports - structured findings mapped to OWASP LLM Top 10, NIST AI RMF, and your chosen sector or regulatory frameworks.
- Continuous testing cadence - monthly or on-release cycles, not a one-off audit.
- Audit-ready documentation - every test, result, and remediation step is logged and exportable for regulator or notified body review.
- AIRTA Systems export - import pipeline results into your compliance programme via the bulk import API for review and audit workflows.
- Bi-directional AILP integration - live consumer incidents from AILP feed back into AIRTA for updated test coverage.
Built for Compliance as a Continuous Process
One-time audits are insufficient for AI products that update frequently. AIRTA treats compliance as an ongoing discipline - automating the test generation, execution, and reporting loop so your team can focus on remediation rather than administration.
Whether you are preparing for a conformity assessment, responding to a regulator, or onboarding a new AI component, AIRTA gives you a defensible, documented record of due diligence at every stage. Clone the open source repo on GitHub and get started for free.
Get started free on GitHub, or request a free no-commitment discovery call.
Part of the End-to-End Framework
AIRTA is open source and free to use for proactive AI risk testing. Pair it with AIRTA Red Team for offensive LLM security testing, AILP (Consumer Log Analysis) for continuous post-market watchdog coverage, and connect results to the AIRTA Systems dashboard for complete lifecycle management.