• Comprehensive overview of pharmacovigilance systems and their evolution.
• Integration of toxicological assessments enhances drug safety monitoring.
• Real-world data and AI are transforming signal detection and risk assessment.
• Global harmonization and data sharing are critical for effective pharmacovigilance.