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Contextual AI is an enterprise AI platform company that specializes in production-ready Retrieval Augmented Generation systems for complex knowledge tasks. The company built its context engineering platform on Elasticsearch, using hybrid search combining BM25 and vector search to power accurate, scalable AI agents for enterprise customers. With this foundation, Contextual AI’s agents achieve over 90% accuracy on demanding production tasks—well above the 65–75% range typical of traditional RAG approaches.