In this post, we show you how to implement data streams with Index State Management (ISM) in Amazon OpenSearch Service. This approach automatically manages your time series data lifecycle and optimizes both performance and costs. Data streams distribute incoming data across multiple backing indices, helping to reduce single-index bottlenecks, while ISM policies automate rollover, retention, and storage tiering to help manage costs.