Malaysia warehouse AI is shifting from robotics-first to decision-layer deployment

The article frames AI as an intelligence layer over existing warehouse systems. It highlights four practical applications: predictive demand forecasting, dynamic space optimization, intelligent picking routes and computer-vision quality control. It also stresses operational readiness, integration and measurable KPIs before broader rollout.