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PodChats for FutureCIO: Architecting for production-grade resilience
For CIOs in Malaysia and Singapore, 2026-2027 marks a defining reckoning. While 88% of organisations now use AI in some function, the staggering reality is that 84% of pilots never reach production, with 95% delivering zero measurable P&L impact.
The challenge has decisively shifted from experimentation to industrialisation. Success now hinges on treating AI as an infrastructure investment, not an innovation project. The core obstacles are structural—data quality, system integration, and governance gaps—not model capability.
Agentic AI compounds the urgency, demanding a "neutral control…
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