Downtime and operator events
Close the gap between downtime a machine detects and the reason only an operator knows — at the machine, while the context is fresh.
For: Production supervisors, operators, reliability and maintenance managers
Questions people ask
- “Where did downtime occur during the last shift?”
- “Which events are still unclassified?”
- “Add a downtime reason prompt for this machine center.”
- “Show downtime by reason for the latest operating week.”
Source systems
- Edge ingest and machine-event detection
- Operator event and response records
- Asset and machine-center ontology
What you get
- Open downtime events shown as event blocks on the dashboard
- Machine-specific reason prompts operators can answer in seconds
- Classified downtime available for analysis by reason
- A record of which events remain unclassified
Where this stops
Operator classification, not automated root-cause analysis. Detection coverage depends on plant source mappings and current event data.
Workflows
Ask, inspect, produce, review
Downtime detection and classification
Production supervisor and machine operator
Implemented path. Requires source connection and site-specific mapping during deployment.
Add a downtime reason prompt for this machine center.
Systems read
- Edge ingest and machine-event detection
- Operator event layer
- Dashboard event blocks
Work performed
- 01Edge ingest detects a candidate downtime condition on the mapped asset.
- 02The operator-event layer opens an event awaiting human context.
- 03A dashboard tile shows the open event to the people on shift.
- 04The operator selects a machine-specific reason and resolves the event.
Result
Classified downtime that can be analyzed by reason, not just detected minutes with no explanation.
Approval boundary
The workflow contract is implemented. Coverage depends on plant source mappings and current event data. This is operator classification, not automated root-cause analysis.
Run this on your data.
Bring the version of this workflow your team runs today. We map it, connect the minimum sources in read-only mode, and validate the answer against your current process before anything expands.