Cross icon
Test your LLM for oversharing!  Test for real-world oversharing risks with role-specific prompts that mimic  real workplace questions. FREE - Start Now
protect icon

A new era requires a new set of solutions
Knostic delivers it

Skip to main content
Skip to main content

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

test-llm-left-img
test-llm-left-img

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.

rag-left-img
rag-left-img

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

AI data governance

AI Data Labeling Primer: From Gold Sets to Great Models

 
Fast Facts on AI Data Labeling AI data labeling assigns meaning to raw data, such as text, images, or audio, so that models can learn and be evaluated reliably. High-quality ...
AI data governance

Red Team, Go! Preventing Oversharing in Enterprise AI

 
Fast Facts on Red Teaming AI red teaming is a proactive cybersecurity practice that simulates attacks to detect how large language models might leak or reveal sensitive data ...

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.

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