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AI’s next act: From shiny pilots to measurable impact

Ying Shaowei
Ying Shaowei • 5 min read
AI’s next act: From shiny pilots to measurable impact
Business leaders must invest with clarity amidst a fragmented supply landscape, rising costs, and growing demands for ROI and governance. Photo: Unsplash
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AI is evolving at breakneck speed. Every week brings new capabilities, bold launches, and a fresh wave of funding. Yet, this momentum creates a practical problem for business leaders. With the landscape shifting so quickly, how do businesses decide where to invest, what to build, and which problems to solve first?

At NCS, we have been working with companies and governments across Asia Pacific (Apac) to accelerate their AI deployment. In our conversations with these organisations, we see three themes that we believe will shape how AI evolves and how enterprises extract value. The technology is changing, the supply environment is fragmenting and expanding, and demand is maturing toward resilience and returns. Understanding these three forces will help business leaders invest with clarity and deploy AI that delivers.

The shift to right-sized AI

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