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How Knostic Keeps People & Policy Data Private

Contextual access control

checks user role, location, and sensitivity labels before every AI answer

Catches violations before they happen

Knostic simulates real user prompts against your own data to uncover what Copilot might leak, before you roll it out. No risky guesswork, no surprises.

Protects sensitive conversations

Knostic enforces need-to-know boundaries before AI tools respond, preventing unintentional exposure of HR files, legal docs, or internal case details, without relying on manual reviews

Don’t promise

Prove that only the right people can see sensitive HR or legal knowledge.

Explore our latest Security Tools

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Test your LLM for oversharing

Ever wonder what your Copilot or internal LLM might accidentally reveal? We help you test for real-world oversharing risks with role-specific prompts that mimic real workplace questions.

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RAG Security Training Simulator

RAG Security Training Simulator is a free, interactive web app that teaches you how to defend AI systems — especially those using Retrieval-Augmented Generation (RAG) — from prompt injection attacks.

Made for HR & Legal Teams

Protect employee trust and sidestep costly litigation triggered by accidental AI disclosure.

Request a Demo

Latest research and news

research findings

GPT-5 “Retry” Behavior and Cross-Session Context Contamination

 
In AI security, small interface features can sometimes surface unexpected behaviors. Our research team observed — and reproduced across multiple accounts and sessions — an unusual ...
AI data governance

How Mental Models are Transforming AI Chaos into Clarity

 
In the rapidly evolving landscape of AI and cybersecurity, the ability to foresee and manage forthcoming challenges is crucial. At the recent Bsides Las Vegas event, Sounil Yu, ...

What’s next?

Want to solve oversharing in your enterprise AI search?
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Knostic is the comprehensive impartial solution to stop data leakage.

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Knostic offers visibility into how LLMs expose your data - fast.