Skip to main content
shield1

Knostic for Data & Analytics Teams

Insight vs. privacy tug-of-war

Self-service AI can unlock insights, but also expose PII-rich models or revenue dashboards to every curious intern. One careless question can derail months of data-governance work.

How Knostic Helps You Balance Your Priorities

Validates safe AI access to sensitive data

Knostic continuously monitors how LLMs interact with internal data, so your analytics teams can confidently enable access without risking exposure of PII, financials, or proprietary information

Semantic security layer

understands natural-language requests and checks them against data-use policies

One-click reports

immediate visibility into overshared files, folders and the prompts that surfaced them

Automatic alerts with built-in remediation

notify data owners if an LLM overshares their content, then take action automatically by adjusting access, updating classifications, or triggering review workflows to prevent further exposure

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 Data & Analytics Teams

Expand AI-driven insight to business users while protecting sensitive data by design.

Request a Demo

Latest research and news

Copilot data security

Microsoft Copilot data security and governance: A practical ...

 
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.