• Integrated AERS with VAERS, VSD, and CISA improved adverse event detection by 25%.
• Natural language processing enabled automated signal detection from unstructured reports.
• New safety signals for influenza and COVID-19 vaccines were identified.
• The framework supports proactive vaccine safety monitoring and public health decision-making.