AI analysis suggests IVF success improves when egg collection starts at specific follicle sizes (13-18mm), potentially increasing mature eggs retrieved and live births. This approach, using explainable AI, could personalize IVF treatment, enhancing decision-making and outcomes for couples facing infertility.