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Azure IoT integration
Let's say you want to go and help a large car manufacturer with a connected cars scenario and give intelligent recommendations with predictive maintenance, and you integrate the IoT suite and Cortana Intelligence Suite. Stream Analytics helps bring both of these together to provide a unified solution:

Azure IOT Integration with Azure Stream Analytics
As the preceding diagram illustrates, Azure Stream services support ingestion, analysis, and publishing of the result. In addition to these use cases, Azure Stream Analytics can be used for some of the more commonly known use cases like web analytics, fraud detection, recommendation engines, and preventive maintenance.