Insights & Analysis

AI Governance Blog

Expert perspectives on AI governance, regulatory compliance, model risk, and GRC best practices.

The Complete EU AI Act Compliance Guide for Financial Institutions

With the EU AI Act entering into force, financial institutions face a complex web of obligations. This guide breaks down the key requirements, risk classifications, and practical steps to achieve compliance.

Dr. Sarah Chen15 June 202512 min readRead article

Regulatory12 min read

The Complete EU AI Act Compliance Guide for Financial Institutions

Dr. Sarah Chen

15 Jun 2025

Standards10 min read

ISO 42001 Implementation Roadmap: From Gap Assessment to Certification

ISO 42001 is the world's first AI management system standard. This practical roadmap guides organisations through the implementation journey — from initial gap assessment to achieving certification.

Marcus Lim

28 May 2025

Risk Management8 min read

Model Risk Management in the Age of Generative AI

Traditional model risk management frameworks were designed for statistical models. Generative AI introduces fundamentally different risks — hallucination, prompt injection, and emergent behaviours — that require updated governance approaches.

Dr. Sarah Chen

10 May 2025

Regulatory9 min read

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

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.

Priya Nair

22 Apr 2025

Governance7 min read

Applying the Three Lines of Defence to AI Governance

The three lines of defence model provides a proven accountability structure for risk management. Applying it to AI governance clarifies roles, prevents gaps, and ensures independent oversight of AI systems.

Marcus Lim

5 Apr 2025

Risk Management11 min read

Addressing AI Bias and Fairness in Financial Services

AI bias in credit decisions, insurance pricing, and fraud detection can lead to discriminatory outcomes and regulatory sanctions. This article explores practical approaches to bias detection and mitigation.

Priya Nair

18 Mar 2025

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