FORECAST WINDOW
Next 6 hours
Validated routed forecasts across available sensor streams.
—
complete trajectories
This forecast starts at the latest uploaded observation—not the current time.
Upload fresh telemetry before using results operationally.
LATEST TELEMETRY
— Checking freshnessACTIVE POLICY
— route-specific champion selectionPIPELINE
— Awaiting snapshotFORECAST ROUTING
Endpoint model at this window
STREAM STATUS
Coverage by device
FROZEN PRODUCTION POLICY
Performance before complexity.
Each validated route keeps the model that survived chronological validation and held-out testing.
positive MAE skill
baseline retained
ROUTE REGISTER
Validated model selection
| Metric | Horizon | Selected model | Test decision | MAE skill | Worst device |
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OBSERVABILITY
Know when not to trust a forecast.
Freshness, coverage and prediction guards are first-class output—not hidden pipeline details.
LAST REFRESH
Pipeline stages
MODEL LIFECYCLE
Retraining status
No training run is required today
NOWNEXT
Manual trigger
Upload-complete event
DATA QUALITY
Supported stream coverage
| Device | Metric | Coverage | Observed hours | Largest gap | Segments | Status |
|---|