AI applications in diabetes, a global pandemic, can improve diagnosis and therapy of this chronic ailment. Machine learning principles have been applied to design algorithms to support diabetic risk models. Digital therapies are an established diabetes lifestyle intervention. Both patients and healthcare providers benefit from clinical decision support.