The current resource-intensive approach to PV is facing real challenges as safety data evolves and makes moving to efficient and effective solutions crucial to guaranteeing continued patient safety. Integrating modern technologies, such as artificial intelligence (AI) – which also encompasses machine learning (ML), and natural language processing (NLP) – improves the process, reduces workload for PV professionals, and expedites the gathering and analysis of safety data.