🏭Manufacturing
“
35% Production Boost with Predictive Maintenance AI
JK
James Kowalski
Plant Engineer
Unplanned downtime was costing our facility $80K per incident. After deploying Uptake's predictive maintenance AI across 40 CNC machines, we can predict failures 2 weeks in advance. The real win came when we integrated Siemens AI agents on our assembly lines — they continuously optimize robot path planning, which pushed our OEE (Overall Equipment Effectiveness) from 68% to 92%.