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Anthony ERIBON

Projects / Forecasting and decisions

POD — Predict, Optimize, Decide

Actual POD interface with invented records, forecasts, scores and timings. These examples are not measured results.

Inspect group membership, selected base models and the coverage controls that constrain selection.

Demand groups and the selected base model

Inspect frozen PCA groups, their members and routed component. Hypothetical forecasts read saved fits.

POD demand segmentation displaying a selected profile group, its routed base model, reference PMF and PCA coordinates.
Actual demand segmentation and reference forecast inspector; all groups and materials are synthetic. Full size

Lead-time context and receipt probabilities

Select a transport/geography/history cell, then inspect its routed model and hypothetical receipt PMF.

POD lead-time segmentation matrix with a selected context cell, reference supplier and forecast receipt probabilities.
Actual lead-time segmentation controls with invented regions, suppliers and receipt histories. Full size

Choose which models may run

Coverage masks constrain inference and scoring. Save the configuration and retrain to apply a coverage change.

POD configuration controls for model coverage across demand groups and lead-time transport/history cells.
Actual demand and lead-time eligibility components rendered with fictional configuration. Full size