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Dr. Toa Charm

๐€๐ฌ ๐š๐ง ๐ˆ๐๐„๐ƒ, ๐ˆ ๐๐ž๐ฅ๐ข๐ž๐ฏ๐ž ๐ญ๐ก๐ž ๐€๐ˆ ๐„๐ซ๐š ๐ƒ๐ž๐ฆ๐š๐ง๐๐ฌ ๐Œ๐จ๐ซ๐ž ๐…๐ซ๐จ๐ฆ ๐”๐ฌ โ€” ๐’๐จ ๐ˆ ๐‚๐ก๐จ๐ฌ๐ž ๐ญ๐จ ๐„๐ช๐ฎ๐ข๐ฉ ๐Œ๐ฒ๐ฌ๐ž๐ฅ๐Ÿ ๐Ÿ๐จ๐ซ ๐–๐ก๐š๐ญโ€™๐ฌ ๐€๐ก๐ž๐š๐

Serving as an Independent Nonโ€‘Executive Director at TransUnion Credit Information Services TUCIS been an invaluable journey. I contribute to the board, but I also learn deeply from TransUnionโ€™s disciplined and professional approach to risk management, compliance, data governance, and internal control. Their standards set a benchmark for how modern organisations should operate.

But the reality is clear:
In the AI era, we are entering a landscape of unprecedented risks โ€” risks that traditional financeโ€‘ or legalโ€‘centric INED backgrounds alone cannot fully address.



AI introduces new governance challenges:
– Algorithmic bias and ethical exposure
– Data poisoning, model drift, and AI supplyโ€‘chain risks
– Cybersecurity threats amplified by generative AI
– New regulatory frameworks such as ISO/IEC 42001
– Boardโ€‘level accountability for AIโ€‘driven decisions

To fulfil my responsibilities as an INED in this new environment, I chose to strengthen my capabilities and completed:
– ๐Ž๐ฑ๐Ÿ๐จ๐ซ๐ ๐€๐ˆ ๐„๐ญ๐ก๐ข๐œ๐ฌ, ๐‘๐ž๐ ๐ฎ๐ฅ๐š๐ญ๐ข๐จ๐ง & ๐‚๐จ๐ฆ๐ฉ๐ฅ๐ข๐š๐ง๐œ๐ž ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ๐ฆ๐ž
– ๐‡๐Š๐ˆ๐๐„๐ƒ๐€ ๐ˆ๐๐„๐ƒ ๐„๐ฌ๐ฌ๐ž๐ง๐ญ๐ข๐š๐ฅ๐ฌ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ž

And I am now advancing further with the ๐ ๐ฅ๐จ๐›๐š๐ฅ๐ฅ๐ฒ ๐ซ๐ž๐œ๐จ๐ ๐ง๐ข๐ฌ๐ž๐ ๐๐Œ๐ˆ ๐€๐ˆ ๐†๐จ๐ฏ๐ž๐ซ๐ง๐š๐ง๐œ๐ž & ๐Œ๐ž๐ญ๐ก๐จ๐๐จ๐ฅ๐จ๐ ๐ฒ ๐œ๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง, which is fast becoming an international standard for AIโ€‘era leadership. Thanks for the incredible work from Dr. Kelvin Wan, PMP PMI and Dave Chen, Hong Kong Computer Society HKCS.



These programmes help me deepen my ability to:
๐Ÿ’กUnderstand AIโ€™s impact on corporate risk and compliance
๐Ÿ’กOversee AI governance frameworks with confidence
๐Ÿ’กAsk sharper, more strategic questions at the board level
๐Ÿ’กSupport organisations in navigating AI responsibly and sustainably



Heartfelt thanks to my mentors โ€” Marie Claire Lim Moore (CEO, TransUnionยฎ TransUnion APAC), Sunny Cheung, MH (CEO, Shanghai Commercial Bank SCB; former TUCIS INED), and Terence Chiu (former President, HKiNEDA ้ฆ™ๆธฏ็จ็ซ‹้žๅŸท่กŒ่‘ฃไบ‹ๅ”ๆœƒ) and Dr. Lawrence WONG (Convenor, New Economy, HKINEDA). Their guidance and leadership have been instrumental in shaping my journey.

The AI era requires a new kind of INED โ€” one who understands governance, risk, and technology together. I am committed to being that director.

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INED Governance AIEthics AILiteracy DataLiteracy DataGovernance AI GenAI

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