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Test your LLM for oversharing!  Test for real-world oversharing risks with role-specific prompts that mimic  real workplace questions. FREE - Start Now
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Knostic for Red Teams & Pen Testers

Pentesting beyond code

Traditional pentests miss the LLM layer. Attackers no longer need zero-days, just smart prompts. But simulating those attacks at scale is nearly impossible with manual tooling.

How Knostic Takes Your Red Team to the Next Level

Simulates LLM abuse like a red teamer

by probing your organization's LLM the same way an attacker would: testing for prompt injection, data leakage, and oversharing routes from a simulated user profile.

Maps hidden exposure paths in minutes

by automatically uncovering which sensitive assets are reachable via Copilot or Gemini, even when a user technically lacks access. 

Turns oversharing into evidence

Every LLM response is logged, analyzed, and scored for exposure severity. Pen testers can trace prompt-to-data lineage and export findings directly into a risk register or debrief report.

Tests and tunes access policies at scale

With real-time control over LLM access, you can safely test how different roles or label changes affect data exposure before they go live. No need to deploy or wait for a breach to see the risk.

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 Red Teams & Pen Testers

Surface hidden AI threats before real adversaries—and win more budget for fixes.

Request a Demo

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What’s next?

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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.