Physical & Industrial AI

Cameras that detect, count, measure and recognise, in real time. Trained on your images and accurate in your conditions.

Defects found on the line, on every item, not by sampling. Each rejection saved with an image and a reason.

Robots given perception and planning so they handle variation, not just repetition. Integrated safely with your lines, people and systems.

Production planned, balanced and adjusted by AI from live factory data. Higher output from the machines you already own.

Failures predicted from vibration, temperature and usage before they stop production. Maintenance scheduled when needed, not by the calendar.

Live virtual models of sites, products and processes for testing changes safely. Simulate first, then change the real thing.

Sensor networks that collect data and act on it automatically. Secure devices, reliable connectivity and AI on the stream.

Picking, slotting and stock movements planned and coordinated by AI. Works with people, robots and your WMS.

Routes, loads and deliveries planned to cut kilometres, cost and delays. Re-planned live as traffic and orders change.

Demand, stock and suppliers balanced across the whole chain. Fewer stock-outs and less capital tied up in inventory.

Vehicles and machines that sense, decide and move with limited supervision. Safety cases, simulation and fallbacks designed in.

Drones that inspect, survey, map and monitor with AI analysing every image. Flight planning, data processing and reporting in one flow.

Traffic, parking, lighting and public services managed from live city data. Less congestion, lower energy use and safer streets.

Energy use forecast and controlled across buildings, plants and grids. Lower bills and emissions without lower comfort or output.

Crops, soil, water and livestock monitored and managed with AI. Better yields with less water, fertiliser and guesswork.

Air, water, noise and emissions measured and analysed continuously. Early warnings and reports for regulators and the public.