An analytics query accelerator (AQA) is software that plugs into a data store (e.g. data lake, data warehouse, or data lakehouse), and makes the data more accessible and performant for BI and exploratory use cases. AQAs deliver analytics features on top of data storage, including SQL or SQL-like query support, BI dashboards, interactive querying, and data modeling.