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Melange is a patent analytics company that automates prior art discovery for litigation teams by embedding and retrieving hundreds of millions of patent and academic documents at scale. The company replaced a self-hosted Milvus cluster with Pinecone’s serverless vector database after their original deployment crashed under memory pressure beyond 40 million records. With Pinecone, Melange now runs a production system spanning more than 600 million vectors, saving an estimated $75,000 per year while reducing model-to-market cycle time.