Transform factory floors and global supply chains. We engineer IoT sensor analytics, predictive maintenance models, dynamic route optimization, and automated inventory forecasting.
High-availability software and IoT data pipelines designed for global supply chain visibility and automated factory floors.
ML anomaly detection models flagging machinery component wear weeks before catastrophic factory downtime occurs.
Algorithms calculating real-time traffic, vehicle capacity, and fuel efficiency for multi-stop delivery fleets.
Time-series forecasting models predicting regional inventory demand to eliminate stockouts and warehousing bloat.
Sub-second edge AI vision systems scanning assembly line products for microscopic defects with 99.8% precision.
MQTT and Kafka event streams ingesting millions of industrial telemetry metrics per second from plant equipment.
Bridging legacy PLC controllers and SCADA systems with modern cloud AI analytics dashboards via secure API gateways.
Wraxel architected an Industry 4.0 predictive maintenance and route optimization system for a fleet of 3,200 commercial delivery trucks. The platform prevented $1.4M in unplanned machinery downtime and optimized route fuel efficiency by 22%.
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