MAS TRM Guidelines and AI Governance: What Singapore Banks Need to Know

Back to Blog·Regulatory

MAS TRM Guidelines and AI Governance: What Singapore Banks Need to Know

Priya Nair
Senior Compliance Advisor
9 min read

The Monetary Authority of Singapore's Technology Risk Management Guidelines set clear expectations for AI governance in financial institutions. Here is what compliance teams need to prioritise.

MAS TRM and AI: The Key Intersections

The MAS TRM Guidelines do not address AI in isolation — they embed AI governance within the broader technology risk management framework. Key intersections include algorithm governance, model risk management, data quality, and third-party AI vendor oversight.

Algorithm Governance Requirements

MAS expects financial institutions to have robust governance over algorithms used in customer-facing decisions. This includes documented model development and validation processes, ongoing performance monitoring, and clear escalation procedures for model failures.

Practical Compliance Steps

Establish an AI/algorithm inventory aligned to your technology asset register. Implement a model risk management framework covering development, validation, deployment, and retirement. Ensure third-party AI vendors are subject to the same governance standards as internal models.

Tagged:MAS TRM

Ready to Strengthen Your AI Governance?

Take our free AI Governance Assessment or speak with one of our experts.