Facing rising network complexity and increasing customer expectations for real-time tracking and dynamic routing, the USPS launched a data-driven transformation by equipping hundreds of thousands of vehicles with minute-by-minute location tracking. Leveraging this immense data volume required moving beyond slow batch processing and costly in-memory databases. The organization needed an affordable, streamlined system capable of rapidly analyzing and responding to high-velocity geospatial data feeds.