Abstract Obesity remains a major health challenge globally and in Asia, driving cardio-metabolic disease risks. Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) and mobile health (mHealth) coaching each demonstrate weight loss efficacy, but real-world evidence for hybrid models combining these treatments remains limited, especially in multi-ethnic Asian settings.