GenAI in Action: Transforming Data Use in SupTech
This paper explores how generative AI is transforming the use of data in SupTech. It highlights real-world central banking applications of LLMs in report generation, anomaly detection, and regulatory analysis, drawn from BISIH, MAS and EDKP Collaboration Communities experiments.
Published in: IFC-Banca d’Italia Bulletin Series (2025)
Authors:
- Dr. Patrick Hoffmann (Advisor, BIS Innovation Hub Singapore Centre)
- Maha El Dimachki (Head, BIS Innovation Hub Singapore Centre)
- Kenneth Gay (Chief FinTech Officer, MAS)
- Sivasubramanian Ramanathan (Junior Product Owner, BIS Innovation Hub Singapore Centre)
- Harry Lee (Deputy Director, Data Governance and Transformation, MAS)
Summary:
This article highlights use cases and architecture patterns for applying Generative AI in supervisory contexts. It shows how GenAI supports trend detection, data validation and collaborative supervision across jurisdictions.
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https://www.bancaditalia.it/pubblicazioni/altri-atti-convegni/2025-ifc/S2.2_1_GenAI-in-Action.pdf