Monographs/Information Papers
Principles to Promote Fairness, Ethics, Accountability and Transparency (FEAT) in the Use of Artificial Intelligence and Data Analytics in Singapore’s Financial Sector
This document provides firms offering financial products and services with a set of foundational principles on the responsible use of artificial intelligence and data analytics (AIDA). The Principles also help firms to strengthen internal governance around data management and use, fostering greater public confidence and trust in the use of AIDA.
Para 1.4 has been updated on 7 Feb 2019 to reflect PDPC’s Model AI Governance Framework.
Related Publications
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Monographs/Information PapersPublished Date: 11 September 2026
MAS' Approach to Resolution of Financial Institutions in Singapore
This Monograph explains MAS’ role as resolution authority and approach towards resolving financial institutions under MAS’ purview.
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Monographs/Information PapersPublished Date: 12 August 2026
Information Paper on Culture Capabilities for Effective Remediation and Sustainable Change
The information paper sets out supervisory observations on four culture capabilities that have been associated with more effective remediation of serious risk events and lower likelihood of recurrence. The capabilities can also be applied pre-emptively before risk events occur.
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Monographs/Information PapersPublished Date: 03 July 2026
Safeguards for Agentic Finance at Runtime (SAFR)
Safeguards for Agentic Finance at Runtime (SAFR) proposes a framework for the governance of AI agents in financial services, defining how agent actions are authorised, how human oversight is activated, and what is recorded at the point of every decision. The paper also discusses implementation considerations for...