Datqorin / Canada
Build a forecast workflow that can be reviewed
An operational forecasting workflow needs more than a model. It needs data checks, version records and a way to respond when inputs are incomplete.
Define an update schedule
Decide when a forecast is refreshed and which information is expected at that point. Make stale or missing inputs visible to the reviewer.
Track the complete result
Store the model version, input period and forecast horizon with each estimate. Compare earlier forecasts with later outcomes without rewriting the historical record.
Plan for unsuitable inputs
Use a documented fallback when data is outside the evaluated range. Present uncertainty and involve appropriate local expertise rather than turning a model output into an automatic farm instruction.