Global: MAS unveils AI risk management toolkit for financial sector

The Monetary Authority of Singapore (MAS) has launched a comprehensive toolkit to help financial institutions identify, manage, and mitigate risks associated with artificial intelligence (AI).

The initiative comes amid the rapid adoption of AI across financial services, with the regulator previously warning that senior executives and board members will be held accountable for managing risks linked to the deployment of such technologies.

To develop the framework, MAS collaborated with 24 industry participants, including banks, insurers, and capital market firms. The toolkit is designed to address risks across a wide spectrum of AI applications, including traditional machine learning models, generative AI, and emerging agentic AI systems.

At the core of the initiative is the MindForge AI Risk Management Toolkit, which includes a detailed operational handbook offering practical guidance on implementing AI governance and risk management frameworks within organisations. The toolkit is complemented by a set of real-world case studies that highlight lessons learned from financial institutions already deploying AI solutions.

According to Kenneth Gay, the toolkit represents a significant milestone in promoting responsible AI adoption across the financial ecosystem. He noted that the initiative is part of MAS’s broader effort to strengthen governance standards and encourage continuous industry engagement on AI risk management.

With the release of the toolkit, MAS is reinforcing its commitment to ensuring that innovation in financial services is matched with robust safeguards, enabling institutions to harness AI’s potential while maintaining trust, accountability, and regulatory compliance.