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

What truly drives successful AI transformation and why most organisations struggle to move from experimentation to real, scalable business impact.

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.