Azure HDInsight is a fully managed cloud service that makes it easy to process big data using popular open-source frameworks like Apache Hadoop, Spark, and Hive. It simplifies the deployment and management of big data clusters, enabling organizations to analyze large datasets and gain actionable insights efficiently.