DOWNTIME REDUCTION
STREAMING DATA RATE
PREDICTIVE ACCURACY
A supply chain logistics corporation suffered from unpredicted hardware failures and fragmented telemetry log streams across 50+ regional distribution hubs.
JAMISOFT built an Apache Kafka streaming engine coupled with Python Scikit-Learn / PyTorch anomaly detection models. The platform predicts hardware failure signatures 48 hours before occurrence.
