AWS IoT Analytics
AWS IoT Analytics is a fully managed service on Amazon Web Services that enables the collection, processing, enrichment, and analysis of IoT data at scale. It automates the steps required to analyze data from IoT devices, including data ingestion, transformation, and storage, to derive actionable insights. The service integrates with other AWS services like AWS IoT Core, Amazon S3, and Amazon QuickSight for end-to-end IoT solutions.
Developers should use AWS IoT Analytics when building IoT applications that require sophisticated data analysis, such as predictive maintenance, anomaly detection, or operational optimization in industries like manufacturing, smart cities, or healthcare. It is particularly valuable for handling large volumes of IoT data where manual processing is impractical, as it automates data pipelines and supports machine learning integration for advanced analytics.