Fully Offline
Runs entirely on a Raspberry Pi 5 at the edge. No cloud dependency, no latency, no data leaving your premises. Works in dark stores with poor connectivity.
Food Safety · Edge AI · Quick Commerce
AI quality gate for quick commerce dark stores
Catch spoiled produce, expired stock, and vendor violations at intake — automatically, offline, before they reach a customer.
Manual intake checks are inconsistent. A tired picker misses a soft tomato. A bad batch gets shelved. The customer gets it, returns it, and leaves a review.
High SKU volumes make it impossible to verify every expiry date by hand. Near-expired stock gets dispatched. FSSAI liability follows.
When a quality complaint comes in, there's no record of which vendor batch it came from, who accepted it, or when. Root cause is impossible.
A camera, an edge device, and a dashboard — deployed at the intake point of your dark store
An overhead camera films items as they arrive. No conveyor belt modifications, no special lighting rigs required.
A MobileNetV2 model running on a Raspberry Pi 5 classifies freshness in under 30ms per item — no internet connection needed, no data sent to the cloud.
Packaged goods are scanned for printed expiry dates. Items flagged as near-expired or expired are logged and held.
Every rejection is recorded against the vendor and batch — exportable in FSSAI-compatible format for audit readiness and supplier accountability.
Runs entirely on a Raspberry Pi 5 at the edge. No cloud dependency, no latency, no data leaving your premises. Works in dark stores with poor connectivity.
MobileNetV2 model trained on fresh/spoiled produce categories with over 99% validation accuracy. 22–31ms inference per item.
Rejection records export directly in FSSAI-compatible CSV format. Audit-ready at any time without manual data compilation.
Browser-based dashboard with live camera feed, item-level pass/fail status, vendor batch logs, and rejection trend charts.
Every rejection is tied to a vendor and batch ID. Build a quality scorecard across vendors over time and renegotiate or delist on data.
No infrastructure changes needed. Plug in a camera, connect to local Wi-Fi for the dashboard, and it's running. AP mode available for fully isolated deployments.
We'll walk you through a live demo and assess fit for your operation — no commitment required.