This AI-based risk prediction tool was developed using machine learning algorithms trained on data from a multi-centre, direct observational study conducted in neonatal intensive care units (NICUs) in Malaysia. The model estimates the probability of medication administration errors occurring during the medication administration process among neonates. It is intended for use within NICU settings to support medication safety initiatives.