Skip to main content
shield1

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 real 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 we receive 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

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.

Benefit for Red Teams & Pen Testers

Surface hidden AI threats, automatically, before real adversaries do.

Request a Demo

Latest research and news

Copilot data security

Microsoft Copilot Data Security & Governance Guide for CISOs

 
Fast Facts on Microsoft Copilot Data Security and Governance Security Foundation: Copilot uses tenant isolation, Zero Trust principles, and end-to-end encryption to protect ...

What to Expect When You're Expecting Your GenAI Baby

 
Many of us are scrambling to leverage GenAI, but we are often not aware of the many risks that may arise. As we undergo this journey, it would be helpful to have a guide. To that ...

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.