Infrastructure & Defence
Logistics & Transport
In logistics, decisions are continuous and interdependent; improving a single route is not enough — the system as a whole has to be optimised.
Problems we address in this sector
- Object detection, counting and placement verification in warehouses and terminals
- Updating route and dispatch planning as conditions change
- Demand forecasting and balancing inventory levels
- Loading and damage inspection from imagery
Approaches we apply
- Computer VisionObject detection and tracking, video understanding, vision-language models, document intelligence and OCR, real-time inference on edge devices.
- Reinforcement Learning & Decision SystemsDecision policies that adapt to changing conditions, reward design, training in simulation and safe transfer to the field.
- MLOps & Model OperationsEvaluation infrastructure, observability, hallucination and regression tracking, continuous retraining.
Other sectors in this group
Do you have a problem in this sector?
Let's define the problem together in a technical consultation; feasibility is assessed at the first stage.