Northline Freight Cooperative
Regional logistics network consolidated fragmented shipment telemetry across 14 facilities, reducing dispatch-data delays from 38 minutes to under 6 minutes.
Challenge
Northline operated 14 regional distribution centers, each with its own tracking system and data format. Dispatch teams couldn't see real-time shipment status across facilities, leading to delayed routing decisions, duplicated effort, and customer complaints about inaccurate ETAs.
Approach
- Designed a unified data integration layer to normalize telemetry from all 14 facilities
- Implemented event-driven architecture with Kafka for real-time data streaming
- Built centralized dispatch dashboard with sub-second data freshness
- Established data quality monitoring and automated anomaly detection
Results
Dispatch data delay reduction
Facilities unified on single platform
Data pipeline availability
Reduction in duplicate dispatch entries