Retail & E-commerce · D2C apparel brand
Forecasting demand so the right stock is always on the shelf
Unified sales data and an AI forecasting model cut stockouts and freed up working capital.
-41%
stockouts
-22%
excess inventory
1 view
of every sales channel
The challenge
Sales data lived across Shopify, marketplaces and spreadsheets. Buying decisions were based on gut feel.
What we built
- Consolidated all channels into a single data warehouse
- Built SKU-level demand forecasting with seasonality
- Natural-language reporting for the founders
- Automated reorder suggestions
The result
The brand now plans inventory weeks ahead and released significant cash that used to sit in slow-moving stock.