Platforms
Purpose & Business Need
Data from different systems and spreadsheets can use inconsistent names, relationships and definitions.
Govern data from multiple sources and provide consistent metrics and data services.
01yunjie · AI for manufacturing
The Customer Value
Reduce reconciliation and metric disputes
Align business objects and metrics, reducing repeated checks before analysis.
Provide a foundation for AI and business applications
Provide governed data to dashboards, Q&A and applications rather than preparing it separately each time.
A Business Question This Product Supports
“Why does the same metric differ between reports?”
02yunjie · AI for manufacturing
Clear, Concrete Capabilities
- Multi-source data integration
- Data linking and governance
- Consistent metric definitions
- Data services
03yunjie · AI for manufacturing
Inputs & Deliverables
- Inputs & Connections
- Business systems, spreadsheets and other data sources
- Deliverables
- Aligned data, business metrics and data services
- Implementation & Use
- Agree on scope based on existing systems, site conditions and permissions, then configure, integrate, train and trial the application.
04yunjie · AI for manufacturing
Evaluate the Business Value
Metric consistency, preparation time and data-service reuse
Agree on baselines and definitions, then review changes in real tasks. Confirm parameters, deployment and acceptance scope during discovery.