Manufacturing
Predictive maintenance across 60 plants
A manufacturer streamed sensor data to predict equipment failure before it happened.
$18MAnnual downtime avoided
The challenge
Unplanned downtime cost millions, with no unified view of machine telemetry.
Our solution
We built a streaming Lakehouse ingesting IoT telemetry, with ML models flagging anomalies in real time.
Results
- $18M in annual downtime avoided
- Real-time anomaly detection across 60 plants
- Single telemetry platform for OT and IT