The challenge this solves: Spreadsheet forecasting breaks under volatility (events, promotions, supply shocks) creating stockouts and excess inventory.
· Retail & e‑commerce
· Wholesale/distribution
· ICT spare parts/logistics
· FMCG/pharma
· Improved forecast accuracy with explainability
· Scenario planning for promotions/constraints
· Reduced firefighting and faster planning cycles
· Forecast error (MAPE/WMAPE)
· Stockout rate
· Excess inventory
· Planner cycle time
LINKS → Services: SVC-01: Data & Analytics/SVC-05: Artificial Intelligence | Research Scenario: RS-05: Forecasting for ICT Supply Chains: Devices, Spares, and Capacity Planning under Volatility