62% fewer stockouts and $1.1M in recovered revenue through ML-based demand forecasting.
A fast-growing e-commerce company with 12,000+ SKUs was losing revenue due to stockouts and overstocking. Inventory planning was based on manual spreadsheets, with no consideration for seasonality, promotions, or supplier lead times.
We built an AI-powered forecasting system that replaced manual inventory planning. The solution includes a time-series forecasting model trained on 3 years of historical data, automated reorder recommendations, and a management dashboard showing forecast accuracy and stock health.
Stockout incidents reduced by 62%
Overstock carrying costs reduced by 28%
Forecast accuracy of 91% across top categories
$1.1M in recovered revenue in year one
“Our inventory used to be a constant headache. Heedfx built a system that actually predicts what we'll need and when.”
Head of Operations
E-Commerce Client
