Sore throat is one of the most common reasons for visiting a doctor, although the majority of cases are viral and do not require antibiotic treatment. This talk introduces the concept of AI-powered digital triage, which enables patients to obtain preliminary medical guidance before visiting a clinic. Using the example of the Shoelessly project, the presentation demonstrates how artificial intelligence can support more efficient use of healthcare services, reduce unnecessary outpatient visits, and contribute to more responsible antibiotic use.