Logistics, Transportation

3D bin-packing optimization of trailer loads against capacity, weight, and sequence constraints, pushing utilization from 85-90% to 96-98%.

Central TMS orchestrating route planning, carrier selection, consolidation, execution, and settlement on a single rate-table-driven engine.

Multi-KPI carrier performance system tracking 4-6 weighted metrics by lane and mode, feeding routing guide decisions and mid-cycle mini-bid events.

VRP optimization using MILP, metaheuristics, and RL against time windows, capacity, traffic, and HOS constraints — cutting fuel costs 15-25%.

Well-to-wheel GHG calculation across all freight modes, aligned with ISO 14083:2023, GHG Protocol, and EU CSRD/ESRS E1 for Scope 3 disclosure.

Lane optimization evaluating truck, rail, ocean, and air on landed cost, transit time, and emissions — capturing 20-40% savings on long-haul lanes.

ML models fusing GPS, ELD, AIS, traffic, weather, and carrier behavior to predict shipment arrival with 91%+ accuracy within 1-hour windows.

Cross-modal tracking platform aggregating GPS, ELD, AIS, and IoT into a normalized feed with predictive ETA, exception alerts, and control tower.

AI procurement forecasting demand, predicting spot rates, and automating simultaneous carrier matching with personalized pricing within guardrails.

Camera, LiDAR, and OCR identifying vehicles at gates with 99% accuracy, tracking yard positions, and enabling autonomous tractor operations.