Mashiat Nabila 2026. Accelerating Incident Diagnosis and Service Recovery Through Generative AI-Assisted Failure Intelligence in Critical Digital Infrastructure. American Journal of Data Science and Analytics. 7, 06 (Jun. 2026), 702–740. DOI:https://doi.org/10.63125/61etqg30.