Five OTIF formulas is not a network. It is a weekly debate. A nightly CSV between MES and ERP is not a strategy. A PDF at week’s end is how defects age.
Company Brain is plant truth that Finance can close on. Metadata stays near the site. Production payloads do not need to leave.
Fig 1. One graph. Chat, dashboards, and packs pull the same objects.
What the floor runs on it
- Shared yield: scrap, rework, good units.
- Named constraint on throughput. Standup from the board.
- Lot, serial, and work-order IDs before more tools.
- Schema-change blast radius before a plant cutover.
If Finance remaps the plant every month, the grain is wrong. Fix the objects. Then close.
Hold, scrap, and late have owners in the shift. That is how quality stays honest.
Continue on the Manufacturing use cases page, or try the live demo.