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Real-Time Inventory Dashboard

Track vaccine inventory in real time across hundreds of facilities. Filter by vaccine type, country, or facility to spot shortfalls before they become stockouts. Colour-coded status indicators (adequate, low, critical) make it easy to prioritise action at a glance.

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AI-Powered Forecasting

Machine-learning models trained on historical consumption data forecast future demand with confidence intervals. Run what-if scenarios for outbreak response, flag stock nearing expiry, and generate optimised replenishment orders — reducing waste and preventing shortages.

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Cold Chain Monitor

IoT-connected sensors stream temperature data from cold storage units in real time. Set per-facility alert thresholds, view breach event timelines, and track min/max temperature trends over configurable periods. Keep every vial safe from factory to clinic.

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Geospatial Coverage Map

An interactive Leaflet map plots every facility from Kano to Kisumu. Zoom, pan, and filter by country, vaccine type, or time period to see coverage rates, stock status, and population density overlaid on a single view — making geographic gaps immediately visible.

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AR Stock Counter

Our augmented-reality scanner uses a YOLOv8 model to detect, classify, and count vaccine products directly from your device camera. Compare AR-scanned counts against system inventory for instant reconciliation — no manual tallying required.

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Computer Vision Analytics

Purpose-built vision models trained on vaccine packaging power both the live AR scanner and batch image analysis for large-scale audits. Track model performance metrics, manage training runs, and monitor detection accuracy across different product types.

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Data Ingestion Pipeline

Upload inventory snapshots, cold chain readings, or coverage data via CSV/Excel, or connect directly to national health information systems like DHIS2, OpenLMIS, and mSupply. Track ingestion jobs with row-level success/failure reporting.

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Impact Reports

Automatically compile key performance indicators — doses administered, coverage rate changes, waste reduction, cold chain uptime — into structured reports suitable for government reviews, donor reporting, and internal performance tracking.