Organizations are increasingly depending on real-time data to power their operational applications, and they need to provide access to that data for a range of machine learning and analytics uses. By accessing real-time data in place, they minimize delays as well as avert additional data copies and the associated downsides, such as keeping that data in compliance, up-to-date, or even consistent. Aerospike’s query and search capabilities open up these analytic uses, powered by both native capabilities, such as secondary indexes and expressions, as well as via industry-leading tools like Elasticsearch, Presto/Trino, Starburst for SQL, and Apache Spark^TM.