How Troop Uses Milvus Vector Database to Unlock the Collective Power of Retail Investors

Troop, a tech company revolutionizing shareholder activism and engagement, leverages machine learning and AI technologies to enable investors to participate in corporate governance. Using the Milvus vector database, Troop built a solution that empowers individuals for collective financial activism in major corporations. The integration of Milvus enabled scalability, efficient handling of massive datasets, separation of storage and compute, rapid scaling of nodes, data partitioning, and improved semantic search capabilities. This infrastructure supports retrieval augmented generation (RAG) to process large volumes of unstructured data and build intelligent shareholder voting recommendation engines.