

Optimizing Retail Demand Forecasting and Peak Season
Inaccurate demand forecasts during peak retail seasons caused inventory stock-outs and excess holding costs.
Real-time retail inventory intelligence platform integrating POS telemetry, promotional calendars, and local demand trends into Snowflake.