German Industrial Manufacturer
Predictive Maintenance AI
IoTIndustrial AIPredictive
Challenge
Reactive repairs (high downtime)
Solution
Proactive maintenance
ROI Impact
15% increase in factory uptime
The Problem
The manufacturer suffered from frequent, unexpected machinery breakdowns that halted production for days.
Our Solution
We deployed IoT sensors and a custom AI model that monitors vibrations and heat to predict failures.
The Results
Downtime was reduced by 40%, and the company saved over €2M in emergency repair costs annually.