Most databases start struggling well before they reach a billion rows. Queries slow down, aggregations time out, and teams start building workarounds: pre-computed caches, separate reporting replicas, aggressive pagination. ClickHouse was designed to avoid those workarounds by handling large datasets as its default case, not an edge case.

Logistics and supply chain operations generate real-time event data from shipment tracking, warehouse management, fleet telemetry, and inventory systems. Operational decisions, from rerouting a shipment to triggering a restock, depend on queries that run in seconds over billions of events. ClickHouse handles the volume and latency that logistics analytics requires.