Machine, quality and process data collected into one place that both people and models can query reliably.
Years of free-text fault logs made searchable by symptom, so a technician finds the last fix in seconds.
Supplier paperwork, certificates and batch records extracted and validated automatically.
Interfaces designed for gloves, noise and shift handovers, not for a desk.
Short cycles, visible progress, and a scope you can change. You see working software every week rather than a status report.
The repository, the infrastructure code, the evaluation set and the documentation. In your accounts, under your licence, from the first commit.
Walk the line, see what data exists and what is still on paper, and pick the problem with the clearest cost.
A working slice, usually maintenance search or one document type, on real historical data.
Pipelines, interfaces and validation extended to a full line or site, with operators in the loop throughout.
Coverage widened across sites, with accuracy and adoption reviewed rather than assumed.
We build decision support and data systems. Control systems and safety interlocks stay where they are.
Intermittent connectivity, legacy protocols and shift patterns are designed for from the start.
If the people on the floor will not use it, it does not matter how good the model is.
Compliance records keep their provenance, because an auditor will ask.