Tools & AI agents
Purpose & Business Need
A single efficiency metric cannot explain where to investigate equipment losses.
Break down equipment efficiency losses and prioritize investigation.
01yunjie · AI for manufacturing
The Customer Value
Break down efficiency losses
Break down OEE and compare shifts to distinguish availability, speed and quality impacts.
Prioritize improvement work
Develop investigation priorities and reports around major losses.
A Business Question This Product Supports
“Where are the main losses behind a decline in equipment efficiency?”
02yunjie · AI for manufacturing
Clear, Concrete Capabilities
- OEE breakdown
- Shift comparisons
- Availability, speed and quality loss analysis
- Diagnostic reports
03yunjie · AI for manufacturing
Inputs & Deliverables
- Inputs & Connections
- Run/stop records, output and good-part counts
- Deliverables
- OEE breakdowns, loss lists and diagnostic reports
- 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
OEE definition completeness, major losses and improvement follow-up
Agree on baselines and definitions, then review changes in real tasks. Confirm parameters, deployment and acceptance scope during discovery.