Demand Forecasting Process Improvement Playbook

This playbook addresses the process gaps that cause demand forecast inaccuracies in mid-market manufacturing. Designed for Plant Managers and Operations Directors, it defines a seven-stage framework from signal collection to continuous improvement. Learn how to collect accurate demand signals, construct statistical baselines, overlay market intelligence, review consensus forecasts, match demand and supply, manage in-period adjustments, and measure forecast accuracy using MAPE, bias, and weighted MAPE. Adopting this process enables a 10-point accuracy improvement, unlocking ₹12–20 Cr annually in inventory, service levels, efficiency, and procurement savings.