Batch Cycle Intelligence
Recover cycle boundaries, target-band timing, and hold-window evidence from industrial batch telemetry
Process signal
Start with the operating data already available
Confirm the source and keep each signal tied to the equipment and process it describes.
- CSV or historian exports from batch controllers
- Timestamped process signal logs
- Site collector uploads for live data paths
- Asset, line, or batch ID
Turn the trace into reviewable evidence
Recovered windows and patterns make variation visible without requiring dense failure labels.
- Ramp and target-band intervals
- Hold-window and cycle-end timing
- Cycle-to-cycle variation
- Reviewable timing evidence
Route evidence to a responsible decision
The workflow ends with a bounded action a human team can inspect and take.
- Throughput or schedule tuning, quality hold or release, and energy review.
- Shorten unnecessary hold time, balance assets, and focus scheduling or quality review on high-variation cycles.