Thoughts on GenAI, agentic architecture, data democratization, and what it means to build for real-world impact. ✨
The question every boardroom needs to answer — previewing BITAS 2026
AI has shifted from advisory to autonomous — and Enterprise Architecture frameworks are scrambling to keep up. Governance, accountability, risk control, strategic alignment: these aren't checkboxes anymore. They're the foundation that determines whether AI adoption scales sustainably or creates chaos.
Reflections on the OpenClaw × AWS Event
Over 400 engineers, founders, and enterprise leaders walked into the AWS office in Singapore for the largest OpenClaw community meetup in Southeast Asia. Here's what I shared about running teams of 10+ AI agents, the human-first philosophy behind them, and why Mission Control is changing how I think about scale.
Toward a Human-First AI Architecture
We've spent years asking: "What can AI do for us?" But the more interesting question is: "How do we build AI systems that amplify human judgment rather than replace it?" I've been thinking hard about this - and I believe the answer lies in rethinking how agents, humans, and organizations relate to each other.
2025
8 min read
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How AWS Clean Rooms, QuickSight, and Bedrock are changing the game
Data is only valuable when the right people can access it at the right time - securely. At AWS Summit Singapore 2024, I shared how we're helping organizations move from hoarding data to sharing it safely, from manual reports to generative insights, and from fragmented AI experiments to production-ready AI agents.
2024
6 min read
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Building the first publicly referenceable GenAI commercial platform in Singapore
Every first matters. When a leading Singapore enterprise and AWS partnered to build a GenAI-powered Smart Retail Platform, we weren't just shipping code - we were demonstrating that responsible, production-grade AI is possible right here in Singapore, right now. Here's what we learned.
2024
5 min read
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Reflections from IWD 2025
At our Women Founders AI Lunch on IWD 2025, something remarkable happened. Over three hours at IOI Central Boulevard Towers, a group of builders, investors, and technologists aligned on a simple truth: the most important design decisions in AI are human ones - and we need more diverse humans in that room.
March 2025
4 min read
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On staying hungry, staying humble, and never stopping to build
There's a reason Day 1 thinking has endured for nearly 30 years inside Amazon. It's not about acting like a startup forever - it's about refusing to become complacent. In a world where AI is changing everything at warp speed, the AlwaysDay1 mindset isn't just useful. It's survival.
2024
3 min read
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