Where is throughput
being lost?
A station that's idle for ten minutes a day is a hundred and fifty hours a year. Darkfield watches every station, every shift, and produces an hourly distribution of where time is actually spent.
Four things, watched continuously.
When did the line idle, and which station caused it?
State-machine attribution across stations. A stop is recorded with its origin, its duration, and its downstream impact.
Resting events captured automatically.
Activity recognition trained from scratch in 3 days from your own footage. Detects rest periods of 10s+, 20s+, 30s+, 60s+ at variable thresholds.
How long did each station take this cycle?
Per-station cycle measurement, compared against expected. Outliers flagged in real time.
When in the day is throughput lowest?
Hourly histograms surface peak-congestion windows automatically. The 10–11am bottleneck spike that nobody knew about, surfaced on day one.
What you receive, row by row.
First detection on day one. No financial commitment for two weeks.
If we can't reach the accuracy you agreed within two weeks, you pay nothing — and we remove anything we installed.