Epsio is a streaming SQL engine designed to optimize the performance of complex queries within existing databases. The company processes incremental changes to underlying data, updating previous results in real time. This approach reduces query latency, minimizes computational overhead, and delivers consistent, up-to-date results for resource-intensive SQL queries.