What changed on the floor.
Anonymised accounts of real MachineWise deployments — the plant as it was, what was connected, and what the measurement showed. Sector and cluster, never customer names.
Every deployment below is anonymised. We describe the sector, the cluster and the machine count, and we do not name customers — the detail that matters to a reader evaluating monitoring is what the floor looked like and what changed, not whose logo is on the gate.
Figures are only quoted where they come from measured platform data and the customer has cleared their use. Where they have not, the outcome is described qualitatively rather than given a number we cannot stand behind.
What actually changed on the floor.
Anonymised by default
Sector, cluster and machine count. No customer names, no identifying detail, unless a customer has explicitly asked to be named.
Figures trace to platform data
Every number comes from the deployment's own record. Where a figure cannot be sourced or cleared, the outcome is described qualitatively.
The honest version
Including what did not work, where a rollout was slower than planned, and what we would do differently. A case study with no friction in it is marketing.