Functional MVP / internal validation
Reduce repetitive input, normalize resource use by production, and surface abnormal cost movement early.
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Functional MVP
Extract item, specification, quantity, UOM, and context from free-text mail or chat; present candidates with confidence and reason; export confirmed items only to the existing request template.
Functional MVP
Combine Tool, Consumable, and Labor events as Tracked Operational Cost and normalize them by production and running time.
MVP candidate detection
Use Rolling Median + MAD and EWMA to surface anomaly candidates. This is not completed predictive-maintenance root-cause reasoning.
Prototype
An upper shell with shared Factory, Group, and Period context plus module launch and aggregation. It is not a completed Control Tower.
Public scope boundary
Tracked Operational Cost covers the currently connected tool, consumable, and labor cost events. It is not full manufacturing or accounting cost across Material, Energy, Maintenance, and Outsource.
