Iraq Soft
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
ETA accuracy improved from 47% to 92%, customer satisfaction rose 34%, and route optimization cut fuel use by 21%. — Iraq Soft