Regulatory agencies, such as the FDA (Food and Drug Administration) in the United States and the EMA (European Medicines Agency) in Europe, oversee the drug safety evaluation process. They ensure compliance with safety standards and guidelines, review study results, and approve drugs for market use. These agencies require comprehensive documentation of the safety profile and risk-benefit analysis.