This IDC MarketScape report evaluates leading vendors in the analytic stream processing software market, assessing their capabilities and strategies. It explains the growing importance of real-time data processing as organizations seek to act on events as they happen rather than relying on batch analytics. The report outlines common use cases such as fraud detection, cybersecurity, IoT analytics, real-time recommendations, and operational monitoring. Vendors are positioned across Leaders, Major Players, Contenders, and Participants categories based on architecture, scalability, ecosystem support, and go-to-market execution. The analysis provides technology buyers with guidance on selecting stream processing platforms that align with latency, governance, and AI integration requirements.

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