01 · Operational Context
The Problem
Control room dispatchers were consumed by reactive exception management — fielding hundreds of calls and emails daily regarding shipment delays, missing paperwork, and carrier handoffs across disconnected TMS platforms.
02 · Direct Observation
What We Noticed
On-the-ground reality
Dispatchers spent over half their day simply verifying location and delivery receipt status. More than eighty percent of incoming carrier enquiries stemmed from the same three recurring status requests that already existed in raw GPS streams.
03 · The Underlying Signal
What Mattered
Information existed within partner feeds, but lacked an automated arbitration layer to validate signals and notify downstream recipients before customers called.
04 · The Engineering Solution
What We Built
- 1Unified telemetry ingestion hub aggregating disparate carrier GPS APIs, EDI messages, and portal feeds.
- 2Intelligent exception classification pipeline that isolates customs holds, weather delays, and route deviations with context-rich notifications.
- 3Automated document processing service that extracts, verifies, and matches electronic proof-of-delivery documents against bills of lading.
05 · Qualitative Shift
What Changed
The logistics control room transitioned from reactive fire-fighting to high-leverage exception handling. Consignees receive proactive arrival notifications, and proof-of-delivery reconciliation happens in minutes rather than days.