True supply chain visibility requires data from dozens of carriers, each with different APIs, data models, and reliability characteristics.
The Integration Challenge
Large shippers use dozens of carriers, each with their own tracking systems. Some have modern REST APIs. Others have EDI-based systems that send batch updates. A few still require screen-scraping. Building the integration layer that normalizes all of this is the core technical challenge.
Predictive ETA and Exception Management
Once you have reliable tracking data, the next layer is intelligence: using historical performance patterns and real-time signals to predict actual delivery times and identifying at-risk shipments early enough that intervention is still possible.