Machine Learning Techniques for High Success in Stock Forecasting and Demand Planning

Why Stock Forecasting Matters?

In today’s e‑commerce landscape, maintaining accurate inventory levels not only reduces costs but also maximizes customer satisfaction. Stockouts lead to lost sales, while excess inventory results in unnecessary storage expenses. AI and machine learning are essential tools for predicting future demand as accurately as possible using historical data.

Data Collection and Pre‑processing

• Sales history, campaign calendars, seasonal trends, and external factors