3 months of data pipeline development - 2 months of model development and validation - 6 months of phased rollout (one region at a time) - 1 full-time data engineer, 1 data scientist, and 0.5 FTE from the supply chain planning team - Total cost: approximately $450,000 in the first year (primarily pe