Apache Impala is an open-source, distributed SQL query engine in the Apache Hadoop ecosystem. It lets users query data stored in systems such as HDFS and Apache HBase with SQL, and is designed for interactive analytics with low-latency responses. Impala complements batch-processing tools by supporting queries that return results quickly, making it suited to exploring and analyzing large datasets.