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Home › Case studies
Case studiesEvery deployment starts the same way — machines generating data nobody was using. These are the sites where that changed, what we connected, and what the numbers did next.
Metal Fabrication — Welded Components
The site ran 22 welding cells with no live view of weld quality, cell utilisation or equipment condition, and maintenance was entirely reactive. AGAD Portal connected every cell for parameter monitoring, condition alerts, digital PPM schedules, calibration records and a live status dashboard.
Read the case study →Tun room holding time, wort cooling and still outages, costed
A working AGAD Portal for a grain distillery: a site overview that changes with who is looking, and a page for each area of the process — milling and cooking, mashing, the tun room, distillation, co-products and utilities.
Kinmorrow is a fictional site; every figure is illustrative, generated from a plant model.
Live demo — no sign-up
Line stops, overfill and cap rejects, traced to their cause
A working AGAD Portal for a spirits bottling line: a live mimic of the whole line, an overview that changes with who is looking, and a page for each machine — depalletiser, filler and capper, fill and cap checks, labeller, case packer and palletiser.
The plant is fictional; every figure is illustrative, generated from a line model.
Live demo — no sign-up
Feed stops, fouling and wasted heat, costed
A working AGAD Portal for a biomass combined heat and power plant at a sawmill: a live mimic of the whole plant, an overview that changes with who is looking, and a page for each area — fuel handling, furnace and boiler, turbine and generator, heat users, maintenance, and energy and costing.
The plant is fictional; every figure is illustrative, generated from a plant model.
Live demo — no sign-up
Each study follows the same shape — the situation, what we connected, and the measured outcome. Every figure below is taken directly from the deployment record.
Six longer-form guides covering the recurring applications in each sector — useful when the starting point isn't obvious.
We deploy the system with you in your factory, you use it with real data for six months, then you decide whether to continue. No upfront software commitment.