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Standardization to Intelligence: The Next Era of Regulatory Risk and Reporting Powered by Agentic AI

Financial institutions are entering a new phase in the evolution of regulatory risk and reporting, defined not just by standardization, but also by the ability to activate data across the enterprise. What was once a compliance-driven function is rapidly transforming into a strategic capability, with standardized regulatory datasets forming the foundation for enterprise-wide analytics, stress testing and decision-making.

This report, part of a four-paper series by Chartis and Regnology, explores the transformation from static reporting pipelines to adaptive, intelligence-driven regulatory platforms. It focuses on standardization powered by agentic AI, integrated value chains with embedded controls, modular platform architectures, and the emergence of bidirectional risk intelligence linking front-office decisions to regulatory outcomes.

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