Governing AI at Scale.
Governing AI at scale: the Singapore reference model, the ASEAN extension and deployment implications for executives. A 60-minute lecture with animated slides.
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Free to read and share with attribution. Independent analysis from public sources; not legal advice. Rules in this area change monthly, so check current texts before relying on any date.
The hour
- 1
Framing 8 min
Governance as the binding constraint on deploying AI at scale: four stories, rogue agents in the news, and the gap between adoption and control.
- 2
The Singapore reference model 15 min
The IMDA frameworks, AI Verify and the agentic AI framework, MAS Veritas, and a brief comparison with the EU AI Act after the 2026 Digital Omnibus.
- 3
The ASEAN extension 10 min
The ASEAN Guide on AI Governance and Ethics, ten legal systems at different speeds, and the challenge of a harmonised regional baseline.
- 4
Deployment implications for executives 12 min
Governance as a design constraint, oversight and audit obligations, and cost and timeline. Air Canada, DBS and the autonomy ladder for agents.
- 5
Discussion 12 to 15 min
Assessing AI governance readiness before capital is committed: a seven-point scorecard, group decisions and ten takeaways.