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EY, one of the world’s largest professional services networks, built a generative AI platform for financial institutions using Elasticsearch’s Relevance Engine (ESRE) at the core. The solution enables banks to extract structured insights from ESG reports, financial statements, and compliance documents using retrieval-augmented generation. It achieved 10–15% accuracy gains over baseline document extraction and ran 3x faster than standard RAG implementations.