Logistics92% ETA accuracy
ETA accuracy improved from 47% to 92%, customer satisfaction rose 34%, and route optimization cut fuel use by 21%.
Problem
A freight operator ran 140 trucks without a unified tracking system, leaving ETAs guessed and delay complaints rising. There was no customs-system integration.
Solution
We built a logistics platform aggregating GPS from Teltonika devices, generating ETAs via a locally trained ML model tuned on Iraqi road data, and auto-exporting customs data as ASYCUDA files. A customer-facing API portal is included.
Result
92% ETA accuracy
Vue 3Python FastAPIPostgreSQLPostGISscikit-learnMQTTGrafana