Tools & AI agents
Purpose & Business Need
Equipment condition changes during operation, requiring ongoing trend reviews rather than isolated checks.
Monitor vibration and temperature, identify risks and follow up on maintenance.
01yunjie · AI for manufacturing
The Customer Value
Track emerging risk changes
Use vibration, temperature and events to provide clues for maintenance review.
Connect alerts to maintenance
Track maintenance by equipment and owner while building health histories.
A Business Question This Product Supports
“Which equipment trends need attention, and what is the maintenance status?”
02yunjie · AI for manufacturing
Clear, Concrete Capabilities
- Vibration and temperature monitoring
- Deterioration trends and risk alerts
- Maintenance tasks and WeChat notifications
- Health histories and event records
03yunjie · AI for manufacturing
Inputs & Deliverables
- Inputs & Connections
- Data from pumps, fans, motors, mixers and other rotating equipment
- Deliverables
- Risk alerts, maintenance tasks and equipment health histories
- 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
Alert quality, response timeliness and unplanned downtime trends
Agree on baselines and definitions, then review changes in real tasks. Confirm parameters, deployment and acceptance scope during discovery.