SereneDB is building an open-source, distributed, real-time search analytics database that unifies search and analytical processing. It aims to provide a PostgreSQL-compatible frontend, enabling applications to store, query, and understand data in real-time with millisecond response times for complex queries. The company's mission is to revolutionize the traditional search space by offering a consistent search experience with frequent updates and a unified solution for modern data and AI applications.