OEE, downtime and scrap are calculated differently by production, maintenance and finance.
- Data in
- MES and historian data (in the warehouse)
- What it does
- Metrics are defined once in the semantic layer; plant dashboards and the executive summary use the same definition.
- Outcome
- The meeting discusses what to do, not which number is right.
Several plants make the same product, but each one’s report is built separately.
- Data in
- Per-plant data
- What it does
- A shared model in the parent workspace and one child workspace per plant, scoped with a workspace data filter.
- Outcome
- Adding a plant is as simple as adding a child workspace.
Analytics embedded in your product
An equipment maker wants to show customers machine performance inside its own portal.
- Data in
- Machine data (in the cloud)
- What it does
- Charts are embedded in the portal with the React SDK, and the workspace hierarchy separates each customer.
- Outcome
- Customers see their own data without leaving the application.
Asking questions in plain language
Shift supervisors want to ask “which line stopped most yesterday?” instead of hunting through dashboards.
- Data in
- Governed metrics and the data model
- What it does
- The assistant does not guess at tables; it uses the defined metrics and model, and the sources behind an answer are traceable.
- Outcome
- Answers with consistent numbers, without navigating dashboards.
