Research metric · Gap 3

Privacy-aware router

Before sending a document to any AI model, one question matters most: should it leave your device at all? This router answers it on-device, weighing how sensitive the content is, how complex it is, and how well a small local model would handle it — then routes to local, hybrid, or cloud. Sensitive documents never leave, by construction.

Analysed entirely in your browser — nothing is sent anywhere.

Route: Local

privacy veto

Processed on your device. Nothing is uploaded.

High sensitivity (85%): Medical content detected (medical terms). Processed on-device only.

Sensitivity85%

high — Medical content detected (medical terms)

Complexity1%

50 words, 0 tables, 0 formulas

Predicted local quality84%

How well the on-device small model is expected to handle this document

What was detected

Medical72%
Medical terms ×7 · diagnosis, patient
Personal identity54%
Sri Lanka NIC ×1 · 92••••••9VIdentity context ×1 · date of birth
Contact34%
Email address ×1 · ni••••••lkPhone number ×1 · 07••••••67

Detectors are deterministic (regex + lexicons). Examples are redacted; the full text never leaves this page.

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