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Knostic for Product & Engineering Teams

Don’t Put Your Company
Secrets in Jeopardy

Engineers love LLMs for instant code reviews. But those same chats can reveal unreleased features, API tokens, or partner NDA content—especially when documents are mis-tagged or stored in public team drives.

Knostic Locks Down Innovation Secrets

Confidential road-map firewall

allows for need-to-know access to any mention of unreleased products

Secrets scanner

prevents LLMs from exposing API keys or credentials in responses, unless the user has a verified need-to-know

The right users, the right privileges

Knostic applies contextual access policies to LLM usage without slowing down dev cycles

Mis-permission alerts

Notify owners if restricted docs become publicly readable

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 Product & Engineering Teams

Ship faster with Copilot while keeping competitive intel from unauthorized access.

Request a Demo

Latest research and news

Coding agents, assistants, and MCP security Openclaw

Agents Are Hiring Humans. Who Is Securing the Them?

 
The latest site to emerge from the OpenClaw/MoltBot ecosystem is rentahuman.ai. The premise is sci-fi played straight: agents that need something done in the physical world can ...
Coding agents, assistants, and MCP security Openclaw

The Mechanics Behind MoltBook: Prompts, Skills & Timers

 
There has been no shortage of speculation about MoltBook and what its AI agents are doing. Let's set aside the hype and look at the actual mechanics, with quotes from the prompts ...

What’s next?

Want to solve oversharing in your enterprise AI search?
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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.