Tetragon Financial Group, a hedge fund managing approximately $30 billion, transitioned to Elastic Cloud Serverless to enhance AI applications integral to its investment strategy, specifically for optimizing the storage and retrieval of data embeddings. This migration aimed to address challenges such as scalability, performance, and management overhead that arose from previous solutions like ChromaDB and Pinecone. Elastic Cloud Serverless offered a managed solution that enabled the team to scale efficiently and improve query performance by 200%, while freeing developers to focus on core tasks without infrastructure concerns. The transition was swift and facilitated by Elastic's comprehensive documentation and support, resulting in improved data strategy and reduced management overhead. This change aligns with Tetragon's ongoing efforts to expand AI capabilities, including future plans to leverage Elastic's machine learning features, while ensuring familiarity with the Elastic ecosystem and AWS infrastructure.