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Core Capabilities

Policy & Label Optimization

Create precise Purview labels and rules around LLM outputs, so every file is tagged correctly and every policy does its job.

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The Challenge

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LLMs don’t cite sources, so it can be hard to trace which files or folders leaked sensitive info. Without clear attribution, teams struggle to apply Purview labels or DLP rules, leaving risks hidden in plain sight.

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How Knostic Solves It

Capture Real LLM Output

Knostic runs GenAI-style prompts that employees actually use.

Trace Source Files

We map every answer back to the exact documents, chats, or slides it pulled from.

Spot Label Gaps

Missing or incorrect sensitivity labels are flagged, along with the impact level.

Auto-Generate Fixes

Knostic recommends the right Purview label, scope, and DLP action for each gap.

Push & Verify

Instantly publish updated policies, then rerun simulated prompts to confirm the exposure is resolved.

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Key Benefits

Data-Driven Labels

No spreadsheets or guesswork as recommendations come from real oversharing events.

Faster Compliance

Aligns tags and rules to GDPR, HIPAA, PCI, or custom mandates in hours, not quarters.

User-Friendly

Reduce false-positives by applying labels only where they matter.

Evergreen

Continuous scans keep labels and policies current as projects, roles, and content evolve.

Board-Ready Proof

Dashboards show “before vs. after” exposure for instant ROI.

Why Knostic

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 Label smarter, not harder.

We’ll show how to identify AI data leaks and the labels that fix them in under 30 minutes.

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Want to explore on your own?

Try the LLM Oversharing Prompt Generator and test
which prompts your current labels miss.

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