AshLab — AI Vendor Management

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Registered

declared in setup

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Configured

credentials + active

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Discovered

found but not declared

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Policy needed

undeclared → review

How scores work: Scores are calculated only across platforms declared in your Admin Setup — Active% = what AshLab is measuring right now · Achievable% = gap closable by completing credentials/config · Ceiling% = vendor limitation, permanently unavailable via any API. Even a perfect AshLab setup cannot reach 100% — vendor ceilings are shown honestly so you know the maximum achievable score.

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Active

—% Active —% Achievable —% Vendor ceiling

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Declared

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Observed

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Needs Config

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🔍 Discovered MCPs & Connectors

Sources: LLM telemetry · Microsoft Graph API · Copilot Studio / Dataverse · MCP proxy events

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Shadow AI Visibility

AshLab scans your registered LLMs, Microsoft Graph, Dataverse, and proxy telemetry for active MCP connections and Power Platform connectors. Any item not declared in your Admin Setup is your delta — a gap in your posture. This is the fastest way to know what AI connections are live in your org that you don't officially govern.

✓ Allow

Connection permitted. No alert raised. Default for declared items going through LLM.

⚠ Alert

Connection allowed but raises a security event on every call — visible in telemetry logs.

⛔ Block

Only this MCP connection is blocked at the proxy — the LLM continues serving all other connections.

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