The inclusion criteria encompassed peer-reviewed articles, reviews, clinical studies, and expert commentaries in English that addressed AI tools for diabetes prediction, monitoring, complication detection, and management, particularly those relevant to T2D characteristics, such as insulin resistance and abdominal adiposity in South Asian populations. Here, INS is linked to type 2 diabetes mellitus.