Home › Industries ›  Engineering & Manufacturing
Industry · Engineering & Manufacturing

AI for the people who build and run the physical world.

Assets, drawings, standards, schedules and sensors — we make decades of engineering knowledge computable.

The context

Engineering organisations hold immense knowledge in documents and veteran heads, while their assets stream data nobody fully uses. We close both gaps: knowledge AI for the documents, analytics and agents for the operations.

01

Predictive Maintenance & Asset Intelligence

Sensor / IoT analytics, failure prediction, remaining-useful-life models, maintenance scheduling optimisation — integrated with your EAM / CMMS.

02

Engineering Knowledge AI

RAG over manuals, standards, specifications, drawings and past project records; instant, cited answers for engineers in the field and the office. On-prem deployable for IP-sensitive estates.

03

Quality & Inspection Automation

Vision AI for defect detection, automated inspection reporting, root-cause analytics tying quality events back to process parameters.

04

Operations & Digital Twin Analytics

Plant / asset performance twins, throughput and energy optimisation, incident automation and field-service triage agents.

05

Project Controls & Delivery Intelligence

Schedule and cost risk analytics for capital projects, document / RFI intelligence, contract and claims analysis — earlier warnings, fewer surprises.

Proof pattern

Energy-sector incident automation, monitoring-network O&M analytics (hydrology / telemetry-class networks), and industrial data platform builds.