AI in healthcare is advancing fast—supporting clinicians, improving patient outcomes, and reshaping how care is delivered. But making these solutions work in the real world demands tight collaboration across disciplines. This roundtable brings together leaders from hospitals, academia, and industry to share what’s driving real progress today: smarter workflows, better data use, and products built with clinicians in mind. A grounded look at where medical AI is already making a difference and what’s coming next. We’re fortunate to have a diverse lineup spanning academia, clinical practice, and industry innovation: Arlindo Oliveira, Daniel Rodrigues, Nuno André da Silva, and Suelen Cristina.