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Core Capabilities

Root out knowledge oversharing

Simulate live Copilot-style prompts against real employee permissions to uncover where sensitive knowledge can slip through the cracks in Teams, SharePoint, and OneDrive.

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The Challenge

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Modern AI assistants tap vast data stores. A single “show me last quarter’s pricing strategy” prompt can reveal documents, chats, or meeting notes never meant to leave their channel, exposing IP, regulated data, or legal work product.

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How Knostic Solves It

Mirror Real Access

Knostic ingests user roles & access permissions to understand what each employee could legitimately reach.

Simulate Human-Style Prompts

Our engine systematically runs hundreds of questions (e.g., “summarize sensitive contracts with Vendor X”).

Trace the LLM Path

We map each answer back to the specific Teams channel, OneDrive folder, or SharePoint library it drew from.

Flag Oversharing Hotspots

Any source that conflicts with policies of least-privilege, data residency, or sensitivity is surfaced in a clear dashboard.

Auto-Generate Fixes

One-click policy blocks, Purview label updates, or access-review tasks close the gap fast.

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Key Benefits

Proof, Not Guesswork

Know exactly which prompt returns which file.

Copilot Ready

Validate oversharing paths before rolling out enterprise LLMs.

Regulation Aligned

Ensure access aligns with GDPR, HIPAA, PCI-DSS, or custom retention mandates.

360° Coverage

Works across chat, unstructured files, personal drives, SharePoint , email, and more.

Minutes to Insights

SaaS deployment with no heavy agents.

Why Knostic

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Ready to see the hidden risks?

See how Knostic identifies what’s overshared in your environment in under a day.

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