Predictive Equipment Maintenance & Inventory Copilot
Industrial RAG voice/text copilot and offline-first PWA decreasing unplanned machine downtime by 42% and saving £140,000 in Q1.
Unplanned machine downtime decreased by 42%, saving over £140,000 in the first quarter.
The Challenge
Unplanned machine downtime on CNC equipment was costing £12,000 per hour. Maintenance engineers lacked a central interface to query machine error logs and historical repair manuals quickly.
The Solution
Deployed an offline-first Progressive Web App with a local RAG copilot for factory technicians troubleshooting machinery.
Tablet-optimized Progressive Web App used by engineers on the factory floor to diagnose errors and order parts instantly.
Voice and text assistant trained on equipment manuals, wiring diagrams, and telemetry logs for real-time troubleshooting.
Local processing on factory edge hardware, synchronizing back to central AWS cloud servers when online.
Key Outcomes
Unplanned machine downtime decreased by 42%.
Over £140,000 saved in the first quarter alone.
Voice & text RAG copilot querying technical manuals offline.
Tablet-optimized factory floor Progressive Web App.