The article argues that Singapore’s businesses need to move beyond AI experimentation towards workforce readiness, redesigned workflows, and stronger governance. AI adoption remains uneven, with SMEs significantly behind larger companies, making access to practical skills and training especially important. SP is the founding training partner for AutomationSG’s Trusted Industrial AI-Ready Framework, which helps companies assess AI use cases, identify risks, assign accountability, and establish safeguards for responsible deployment. The article stresses that AI training should go beyond technical skills to include judgement, quality control and knowing when human review is needed, while capability building should continue as workflows evolve. The article was written by Mr Toh Ser Khoon, Senior Director of the Engineering Cluster at SP, who also serves as Managing Director of SP’s International and the Institute for Financial Literacy.