AI Demand Sensing and Dynamic Planning
Real-time demand forecasting using external signals and adaptive planning algorithms.
AI demand sensing fuses POS data, macroeconomic indicators, social signals, and IoT telemetry from connected products to infer short-term demand shifts. Coupled with dynamic planning engines, it continuously rebalances inventories, purchase orders, and production plans to reduce stockouts, obsolescence, and bullwhip effects.
TRL
6/9Demonstrated
Impact
4/5
Investment
4/5
Category
Applications
