In this feature exploring the intersection of artificial intelligence, sports rehabilitation, and cannabinoids, Scott Mazza, co-founder and COO of Vitality CBD, examines how AI and machine learning could accelerate clinical understanding of CBD’s role in pain management and recovery. Drawing on emerging research, league-funded studies, and regulatory shifts, the article positions data-driven analysis as essential for moving CBD from anecdotal use toward evidence-based applications in athletics and healthcare.