The real test starts when AI affects money
For many firms, the first phase of AI adoption was “low stakes”, which was limited to pilots and productivity tools used mainly by technical teams. But that phase is over. Companies beyond regulated industries are adopting AI in core business functions that directly affect customers, such as the interface on your banking app and the security on your office computer.
Singapore’s AI push will pay off only if firms can rely on AI-driven systems across high- stakes sectors like finance, manufacturing, healthcare and public services. Singapore Budget 2026 makes it clear that organisations still have significant work to do — including rebuilding their workflows, redesigning jobs and retraining workers — before they’re ready to embed AI into their daily work.
In other words, the primary challenge of AI adoption today isn’t simply providing access to AI; it is making AI and agentic AI dependable enough for the everyday Singaporean to trust them enough for everyday economic use.
