Forecasting Model Calibration overview

Calibrates organizational forecasting models against realized outcomes -- comparing prior predictions to actuals across revenue, headcount, infrastructure spend, and capacity projections, computing Brier scores and calibration curves for probability estimates, identifying systematic over- or under-confidence bands, adjusting model parameters and ensemble weights, and documenting calibration methodology changes. Produces model accuracy report and updated calibration parameters. Excludes model architecture redesign.