Powered by AI, the Digital Health Screening Tool is designed to optimise the precision of non-communicable disease (NCD) screening and improve health program outcomes. Built-in risk stratification algorithms and multi-level health system integration allows for reduction in unnecessary repetitive screening cost, targeted allocation of screening slots, and better profiling at detecting undiagnosed NCD cases, in comparison with current conservative methods of relying on individual self-declaration of risk factors. Individuals can use their mobile device to access a comprehensive health screening service with the digital health screening tools anytime and anywhere.