Cardiovascular disease is diagnosed too late — after symptoms, hospitalisation, or death. Existing ECG interpretation, risk scores and imaging detect established disease, not future disease. Clinicians have no cheap, scalable way to identify who will deteriorate, so care stays reactive when it could be preventive