Privacy & control

Government-grade
data custody.

Vehicle photos are personal data. IVRP-OCR treats them that way — nothing leaves your machine, nothing is decided by a machine alone.

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100% on-premise inferenceONNX models run locally on CPU or GPU — no image ever crosses your boundary.
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Immutable audit chainIntake, processing, review, export — every event hashed and logged.
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Unverified until humanImported batches can never auto-finalise; review status is enforced in schema, not convention.
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Calibrated AI reviewOptional AI officer (Qwen-VL) assists — but auto-approval unlocks only after measured calibration on human-verified data.
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Encrypted transportTLS everywhere, secure cookies, CSRF guards and per-IP rate limiting behind a hardened reverse proxy.
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Your keys, your serverSQLite + file storage on your own VPS or premises — revoke access by switching the machine off.
Zero-trust ready

Data that never leaves
your jurisdiction.

Deploy behind your own firewall, in your own district, under your own rules.

Open IVRP-OCR →