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The $4 Billion AI Failure
IBM promised its AI would eradicate cancer. Here's what actually happened and what every company deploying AI needs to hear.
4 min read


Why Most of AI Initiatives Fail and What Most Organizations Still Get Wrong
Did you know that AI has shifted from experimentation to expectation? Organizations are investing with the goal of improving efficiency, decision-making, and business performance. Despite this momentum, many AI initiatives struggle to move beyond pilots or fail to deliver meaningful impact. Research from Boston Consulting Group, McKinsey & Company, RAND Corporation, Gartner, and Massachusetts Institute of Technology consistently shows that around 75% to 90% of AI initiative
3 min read


AI Implementation That Actually Works: From Experiment to Real Impact
What truly drives successful AI transformation and why most organisations struggle to move from experimentation to real, scalable business impact.
3 min read


Singapore AI Budget Implications
Singapore’s Budget 2026 marks a strategic shift from AI experimentation to core economic integration. With the new National AI Council and a landmark 400% tax deduction via the Enterprise Innovation Scheme, the government is de-risking large-scale transformation. For CEOs, this is a mandate to move beyond software adoption toward a fundamental redesign of organizational value, proprietary IP, and leadership-led AI fluency.
3 min read
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