UC-257
Vertical Shop-Floor Industry Copilot
A copilot tuned to the client's industry SuiteApp so floor staff ask job, material and stage questions in plain language on tablets.
12Build Duration
4-10xIndicative ROI
The Challenge
Material loss and stage visibility are manual and reactive on the shop floor - notably in jewellery manufacturing - and floor staff lack instant access to ERP data during the shift.
How It Works
- Ingests the industry SuiteApp records - jobs, materials, stages, routings.
- RAG answers floor questions; ML flags anomalies and explains variances.
- Serves a tablet copilot at the workstation with variance explanations.
What It Removes
- Reactive material-loss discovery
- Manual stage lookups
- ERP access barriers on the floor
Input Data RequirementsJob/work orders, material issue and return records, stage/routing data, item master, historic variances
Output FormatPlain-language job and material answers, variance explanations, anomaly flags
“Less unexplained loss and faster reconciliation - $150-500K a year per client.”