JPMorgan Chase Runs 2000 Production AI Models Across Document Processing Fraud Detection and Trading Analytics

JPMorgan Chase has invested heavily in AI tools supporting areas such as document processing fraud detection and trading analytics and has developed internal platforms capable of analyzing large volumes of legal and financial data. The bank operates approximately 2000 production AI models across its global operations. Key deployments include AI for document review across legal and compliance workflows, real-time fraud detection across payment networks, trading analytics and risk assessment, and document processing for regulatory compliance. The COIN system originally developed for contract review has been extended to handle more complex document types. JPMorgan represents the largest enterprise AI deployment in financial services by model count.