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The reality of scaling enterprise AI in Singapore

The reality of scaling enterprise AI in Singapore

Omdia and HCLTech research shows organisations are struggling to convert AI activity into consistent, enterprise-level outcomes, with results often remaining localised rather than scalable.

By iTnews Asia Team on Oct 19, 2026 2:40PM

Singapore enterprises are pouring capital into AI, but legacy tech, fragmented data, and poor governance are stalling results. A new joint study from Omdia and HCLTech reveals why companies struggle to move beyond pilots and what it takes to turn AI investments into measurable bottom-line value. 
 
Most teams aren't failing at AI because they lack good ideas, they are failing because they can't bridge the gap between a successful test run and full enterprise rollout.  
 
If you are leading tech, strategy, or operations, this report shows the hard numbers and field data on where projects break down and how to fix them. It also provides the benchmark data, structural risks, and blueprint needed to fix your tech stack before ROI dissipates. 
 
Key Takeaways: 

  • Clear frameworks to identify whether your AI investments are building long-term value or just automating low-impact tasks. 
  • Practical strategies to upgrade legacy applications and data pipelines so they can handle production-grade AI workloads. 
  • Actionable steps to build Responsible AI controls that protect your brand without slowing down deployment speeds. 
  • An assessment of autonomous AI systems, helping you prepare your infrastructure for the next wave of mission-critical automation. 
  • Guidelines on how to cut through vendor clutter, select the right tech stack, and structure high-impact external partnerships. 

Get the Blueprint 
 
Stop wasting budget on isolated tests that don't scale. Download the full report to see how market leaders are modernising their infrastructure, setting up realistic operating models, and turning AI promises into business results! 

Find out more about us here.

To reach the editorial team on your feedback, story ideas and pitches, contact them here.
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