The use cases below are generic by design. We describe what the technology does in each sector rather than naming customers or publishing their numbers.
Discrete production on mixed-age machines — CNC, presses, moulding, assembly. The gateway reads cycle starts, stops, alarms and counts from the controls already fitted.
Industrial energy management: metering at the machine rather than only at the incomer, so kW, kWh, power factor, peak demand and energy per part can be attributed to the asset that spent them.
Furnaces, forging, rolling and material handling, where a single asset can dominate both the energy bill and the downtime log.
Machine-level runtime and energy monitoring on rotating equipment and utilities. Gateway hardware certified to ATEX/IECEx is available for classified zones; zone classification and installation method are agreed per site.
Pumping stations, blowers and treatment plant read as production assets: run state, energy per volume moved and reason-coded stoppages.
Utilities, HVAC and cold-chain asset monitoring. Regulated manufacturing carries GxP, 21 CFR Part 11 and validation obligations that must be scoped before anything is connected.
Electronics assembly and SMT lines — placement, reflow and test — where short stops and changeover dominate the loss profile rather than long breakdowns.
Automotive component manufacturing: tier suppliers under cycle-time and traceability pressure, where target against actual has to survive a customer audit.
Machinery runtime and energy monitoring for yards and shore-side facilities. Anything installed aboard a vessel needs class society approval, which is a separate conversation.
Precast yards, ready-mix and batching plants — fixed plant that behaves like a production line, measured the same way.
A two-week pilot on a single line, on your data, with your team. No rip-and-replace and no new hardware in most plants.
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