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This article discusses the use of Amazon Kinesis Data Streams for real-time analytics, specifically in the context of artificial intelligence (AI) applications. It covers three scenarios: real-time generative business intelligence (BI), real-time recommendation systems, and Internet of Things (IoT) data streaming and inferencing. The article also provides architectural examples and recommendations for building these applications efficiently.