This industrial doctorate focuses on developing and validating an evaluation framework for analysing and implementing artificial intelligence systems based on clinical guidelines to improve quality, consistency and decision-making in cardiovascular care. Despite the expansion of telemedicine and digital tools, considerable clinical variability persists in care delivery. Clinical practice guidelines are often not applied systematically, affecting the quality of care, patient safety and the efficiency of healthcare systems.