Qdrant develops the open-source Qdrant vector database and search engine, and sells Qdrant Cloud, a managed hosting service, alongside enterprise offerings for self-managed, hybrid, and on-premises deployments with dedicated support. It serves developers and platform engineers across industries building semantic search, recommendation, and retrieval-augmented generation systems that require similarity search over unstructured data such as text and images.