Amazon Forecast is a machine learning service provided by Amazon Web Services (AWS) that enables accurate time series forecasting. It utilizes sophisticated algorithms to automatically detect patterns, trends, and seasonality in your data, making accurate predictions for a wide range of use cases such as demand forecasting, financial planning, and inventory optimization.