Enabling AI at Scale: Governance as Competitive Advantage with David Hardoon

"[Question: So what was the biggest misconception for most business leaders usually when it comes to operationalizing AI governance?] Based on my interactions and conversations, now suddenly they think they have to erect a whole set of new committees, that they have to have these new programs. You almost hear a sigh from the room. Like, oh, we have now this whole additional compliance cost because we have to do all these new things. The reason I see that as a bit of a misconception, because building on everything that was just said earlier, you already have compliance, you already have committees, you already have governance. It's an integration of that because otherwise guess what's gonna happen? We all know that this is the next thing around the corner that's gonna pop up, whatever it's gonna be called. Are you gonna have to set up a whole new committee just because of that? Then the next thing, another one." - David Hardoon Fresh out of the studio, David Hardoon, Global Head of AI Enablement at Standard Chartered Bank, joins us in a conversation to explore how financial institutions can adopt AI responsibly at scale. He shares his unique journey from academia to government to global banking, reflecting on his fascination with human behavior that originally drew him to artificial intelligence. David explains how his time at Singapore's Monetary Authority shaped the groundbreaking FAIR principles, emphasizing how proper AI governance actually accelerates rather than inhibits innovation. He highlights real-world implementations from autonomous cash reconciliation agents to transaction monitoring systems, showcasing how banks are transforming operations while maintaining strict regulatory compliance. Addressing the biggest misconceptions about AI governance, he emphasizes the importance of integrating AI frameworks into existing structures rather than creating entirely new bureaucracies, while advocating for use-case-based approaches that build essential trust. Closing the conversation, David shares his philosophy that AI success ultimately depends on understanding human behavior and asks the fundamental question every organization should consider: "Why are we doing this?" Episode Highlights: [00:00] Quote of the Day by David Hardoon #QOTD - "AI governance isn't new bureaucracy." [00:46] Introduction: David Hardoon from Standard Chartered Bank. [02:02] How David's AI journey started with human behavior curiosity. [07:26] Governance accelerates innovation, like traffic rules enable fast driving. [10:31] FAIR principles in MAS Singapore born from lunches with compliance officers. [14:23] Don't reinvent governance wheel for AI implementations. [24:17] Banks already manage risk; apply same discipline to AI. [28:40] AI adoption problem is trust, not technology. [34:21] Autonomous AI agents handle cash reconciliation with bank IDs. [36:00] AI reduces transaction monitoring false positives by 50%. [39:54] AI requires full supply chain from infrastructure to translators. [41:52] Organizations must reward intelligent failure in AI innovation. [44:47] AI hallucination is a feature, not bug for innovation. [47:35] Measure AI ROI differently for innovation versus implementation teams. [56:27] Final wisdom: People always ask "why" about AI initiatives. Profile: David Hardoon, Global Head of AI Enablement, Standard Chartered Bank Personal Site: https://davidroihardoon.com/ LinkedIn: https://www.linkedin.com/in/davidrh/ Podcast Information: Bernard Leong hosts and produces the show. The proper credits for the intro and end music are "Energetic Sports Drive." G. Thomas Craig mixed and edited the episode in both video and audio format. Here are the links to watch or listen to our podcast. Analyse Asia Main Site: https://analyse.asia Analyse Asia Spotify: https://open.spotify.com/show/1kkRwzRZa4JCICr2vm0vGl Analyse Asia Apple Podcasts: https://podcasts.apple.com/us/podcast/analyse-asia-with-bernard-leong/id914868245 Analyse Asia YouTube: https://www.youtube.com/@Analys1eAsia Analyse Asia LinkedIn: https://www.linkedin.com/company/analyse-asia/ Analyse Asia X (formerly known as Twitter): https://twitter.com/analyseasia Analyse Asia Threads: https://www.threads.net/@analyseasia Sign Up for Our This Week in Asia Newsletter: https://www.analyse.asia/#/portal/signup Subscribe Newsletter on LinkedIn https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7149559878934540288

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