Multiply's AI Platform Escapes Database Constraints with Rama

Multiply, an AI-powered platform for collaboration and co-creation, initially used Datomic and XTDB, but faced challenges with understandability, performance bottlenecks, and fault tolerance. Switching to the Rama platform, they leveraged custom PStates (partitioned states) for flexible data modeling and efficient querying, drastically improving development speed and scalability. Rama's event-sourcing architecture and powerful dataflow API enabled Multiply to implement complex business logic with cleaner code, easily building previously impossible features. The result: a highly productive team despite its small size.