index.md

title	Overview

Manulife AI Research

This site shares our peer-reviewed journal and conference publications, academic partnerships, and related research artefacts such as open-source code and datasets.

Latest Updates

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Embedded Domains

AI capabilities are developed within dedicated teams across the organization:

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Responsible AI

Our approach to AI is grounded in responsible development and deployment practices:

🛡️

Our Principles

• Governance: All production models undergo review by model risk management
• Three Lines of Defense: Business units, risk management, and internal audit maintain independent oversight
• Transparency: We prioritize interpretable models and explainable outputs where feasible
• Fairness: Bias testing and monitoring are integrated into our model development lifecycle
• Privacy: Data minimization and privacy-preserving techniques are core design principles

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Open Source

We contribute to the broader ML community through open source projects:

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