Kurral helps teams pass AI security reviews for AI agents. It captures runtime behavior, runs adversarial tests, and generates replayable evidence showing what an agent actually does in production. Instead of answering security questionnaires with documents and policies, teams provide proof from real executions.
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Maker
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Hey Product Hunt 👋
Arvind here. Excited to launch Kurral.
Anyone who has tried selling AI agents to mid-market or enterprise customers has run into the same problem - the dreaded security review.
Your agent might deliver real value, but the deal often gets blocked here.
Security questionnaires can run 50–200 questions, like
• Can the agent be prompt injected?
• Can it call tools it shouldn’t?
• Could it leak sensitive data?
• What happens if the model behaves unexpectedly?
And many more.
Most teams answer these with documents, policies, and assumptions.
But security teams want evidence.
That’s why we built Kurral.
Kurral captures how AI agents actually behave, so teams can pass AI security reviews with runtime evidence from real executions.