AI Demand Forecasting for Business

AI demand forecasting is an innovative business service that combines cutting-edge machine learning methods, your historical data, and Digiants' expertise. We analyze sales history, seasonality, market trends, marketing activities, pricing, and external factors. For each segment, we build a custom multifactor model that considers your product assortment, item lifecycle, and soft factors such as sales events, holidays, weather fluctuations, and macroeconomics. The system uses AutoML, Time Series AI, Prophet, and advanced algorithms to reach up to 95% forecast accuracy—even with minimal or partial data. Implementation follows several stages: after an initial data audit, we launch a pilot on 1–2 product categories so you can quickly assess improvements. Later, we scale up the solution to all directions. All calculations and recommendations are available via a user-friendly dashboard and can be sent to your ERP, CRM, or WMS. We offer a well-documented API, fully integrating with your workflows. The designed infrastructure is highly automated: the system not only forecasts demand, but also generates alerts for procurement for each group, taking into account lead times, batch sizes, and promotions. Thanks to this, clients note a 20–30% reduction in overstock, 30–50% higher stock turnover, 70–85% drop in out-of-stock losses, and up to 25% freed-up working capital. Each project is supported with clear analytics and a comparison to the baseline metrics before go-live. We tailor our models for standard and unique businesses, separately taking into account the Ukrainian market, seasonality, and regional features. You no longer need to keep excessive stock to cover unknown demand—the system will timely predict what you need and minimize risks from human error. Request your demo—the first insights and recommendations arrive within 1–2 weeks of data exchange.