name: operator-availability-predictor description: Predicts near-term operator availability using behavioral and historical patterns.
Operator Availability Predictor
Signals
- Recent activity — Last login, last job completed, last status update
- Historical patterns — Day-of-week and time-of-day availability trends
- Region demand — Current load density in the operator's primary corridors
- Calendar density — Number of upcoming committed jobs on the operator's schedule
- Response latency — Recent response time trends (faster = more likely available)
Actions
- Predict availability window — Estimate the next period when the operator is likely free (e.g., "available tomorrow 8am–4pm")
- Pre-surface operators — Proactively show predicted-available operators to brokers before they search
- Alert brokers — Notify brokers when a preferred operator becomes available in their corridor