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Aquant is an agentic AI platform purpose-built for professionals servicing complex industrial and medical equipment at large manufacturing companies. When the company’s homegrown vector search infrastructure—built on PostgreSQL extensions—began to slow under real-time production demands, Aquant migrated to Pinecone as the retrieval backbone for its AI platform. The switch delivered sub-100ms semantic search, pushed retrieval accuracy above 98%, and helped Aquant’s customers cut average service resolution time by 49%.