Modern enterprise applications must process increasing data volumes while guaranteeing low latency, high availability, and predictable performance. While relational databases are essential for transactional workloads and complex queries, some applications do not fit the relational model. Systems that manage millions of user engagements, financial events, or IoT data often need a persistence solution built for distributed environments and horizontal scalability.