Factory & Industrial AI

Multimodal defect detection: cameras, acoustics, thermal, torque and dimensional scans inspecting welds, castings and assemblies — every defect traced back to the machine setting or supplier batch that caused it.

Supply-chain network twin: suppliers, plants, ports, warehouses and demand in one model, simulating shortages, tariffs and supplier failure, then recommending alternate sources and revised schedules.

Component digital thread: every engine, transmission and casting carries its history from raw material through inspection to field performance — one failure identifies every related unit instantly.

Factory and AI-infrastructure energy orchestration: grid, generators, batteries, renewables and charging coordinated against demand — forecasting load, shaving peaks and rehearsing outages.