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Why Singapore’s AI ambitions will stall without the right enterprise foundations

Victor Ng
Victor Ng • 4 min read
Why Singapore’s AI ambitions will stall without the right enterprise foundations
Backed by funding and skills initiatives, Singapore firms are accelerating AI adoption. However, fragmented enterprise systems risk limiting returns as companies struggle to scale beyond pilots. Photo: Pexels
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Artificial intelligence (AI) is rapidly becoming embedded across Singapore’s economy, with growing adoption across sectors. This momentum aligns with the ambitions outlined in the National AI Strategy 2.0, further supported by expanded funding and upskilling initiatives announced in Budget 2026.

However, while funding and training are essential enablers, they do not by themselves address a more fundamental issue: why enterprise AI initiatives often struggle to scale.

Nearly half (48%) of Singapore companies now report using AI, up from around 40% last year. Across boardrooms, organisations are no longer debating whether to adopt AI. Instead, they are confronting a more practical challenge — how to translate early experimentation into measurable, repeatable enterprise-wide impact.

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