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Core Capabilities

Audit Trail of Knowledge Access

Prioritize oversharing risks by job role, project, or department. No guesswork, no endless alert queues.

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The Challenge

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Compliance teams still sample chat logs by hand, hoping to spot AI oversharing. That method only captures a fraction of real activity and ignores how LLMs can blend fragments from many sources to expose sensitive data.

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How Knostic Solves It

Connect Once

Secure OAuth to Copilot, Glean, Gemini, Slack AI, and Microsoft 365. No agents to install.

Record Risky Interactions

Knostic logs prompts, responses, and the hidden documents each answer pulls from.

Map Exposure Paths

Simulate real-world prompts to uncover how sensitive knowledge can be accessed, where it resides, and what paths lead to unintended exposure.

Flag Active Leaks

Identify policy violations, where LLMs can infer or expose restricted data despite seemingly proper permissions.

Export & Remediate

One click exports a tamper-proof PDF for auditors or launches a fix playbook for security.

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Key Benefits

Near-Total Coverage

Continuously audit what AI tools can expose.

Inference Aware

Detect leaks built from multiple “harmless” snippets.

Audit-Ready

Policy-based findings and prompt results, easily exported to PDF

Quick Wins

Identify and close active exposures in hours, not quarters.

Future-Proof

Works the same for Copilot today and whatever AI tool comes tomorrow.

Why Knostic

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Ready to see everything your AI can reach?

We’ll show you what sensitive data is exposed today, and how it can be found.

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Want to probe your own controls?

Try the LLM Oversharing Prompt Generator and find out which questions slip past your controls.

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Knostic leads the unbiased need-to-know based access controls space, enabling enterprises to safely adopt AI.