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Knostic for HR

Chatbots don’t handle sensitive info with discretion

One stray prompt can reveal pay gaps, whistle-blower reports, or upcoming reorgs. Once that knowledge leaks, trust crumbles fast.

How Knostic Keeps HR Data Private

Context-aware controls

check role, region, and sensitivity label before every AI reply

Prompt simulations

run real HR-centric questions against your data, spotting leaks before LLM goes live

Need-to-know guardrails

stop performance reviews and personnel reports from leaving the HR circle. No manual reviews needed.

Audit-ready logs

confirm that only authorized people ever saw sensitive employee info

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 Teams

Protect employee trust, keep morale high, and avoid headline-making breaches.

Request a Demo

Latest research and news

research findings

Automating the MCP Servers Discovery with Claude Sonnet 4

 
Security research often involves sifting through digital noise to find needles in a haystack. In our research, we discovered a total of 1,862 MCP servers exposed to the internet. ...
research findings

How to Find an MCP Server with Shodan

 
We discovered a total of 1,862 MCP servers exposed to the internet. From that set, we sampled 119 for manual verification. All 119 servers allowed access to internal tool listings ...

What’s next?

Want to solve oversharing in your enterprise AI search?
Let's talk.

Knostic is the comprehensive impartial solution to stop data leakage.

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