Power Query is an AI-powered tool used in Microsoft Excel and Power BI for data discovery, transformation, and enrichment. It allows users to import data from various sources, clean and transform it to meet their needs, and then load it into Excel or Power BI for analysis. Key features of Power Query include easy data connection, transformation, and merging capabilities, along with an intuitive interface for data shaping and manipulation.