J Glob Health. 2025;15:04192. This scoping review highlights the potential of AI-driven predictions in national TB programmes to enhance diagnostics, track trends, and strengthen public health surveillance. While promising for reducing transmission and support- ing TB care in low-resource settings, these models require large-scale validation to ensure real-world applicability, especially for high-risk groups