Nidle (RMG)
IoT-powered production tracker that turns live sewing-machine data into line efficiency and downtime insights for garment factories.
Technologies
About The Project
Nidle is a smart-factory app for the ready-made garments (RMG) industry. IoT devices attached to sewing machines stream production data in real time, and Nidle turns that data into clear insights: output per line, efficiency against target, machine status and downtime. Factory managers can see what's happening on the floor at any moment and react before small problems become missed targets.
Key Features
- ✓Live machine status: running, idle, fault or off
- ✓Hourly production output tracked against targets
- ✓Line efficiency and uptime analytics
- ✓Downtime tracking with instant alerts
- ✓Factory and device location views with Google Maps
- ✓Offline-first data handling for low-connectivity factory floors
Project Challenges
Factory floors often have unreliable connectivity, so the app was built offline-first: data is cached locally and synced safely when the connection returns. Handling a constant stream of IoT readings without slowing down the UI also required careful state management and efficient rendering of live dashboards.