With Amazon Forecast you can now generate forecasts that are more accurate than before for new products with no history. Forecast is a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts for inventory planning, supply-chain management, and workforce planning – without requiring any machine learning experience.
Source:: Amazon AWS