This chapter advances SDG 3 – Good Health and Well‑Being and SDG 9 – Industry, Innovation and Infrastructure by demonstrating how artificial intelligence and machine learning can dramatically improve early diagnosis of cervical cancer, particularly in low‑ and middle‑income countries where mortality rates are highest. It also supports SDG 5 – Gender Equality, as cervical cancer predominantly affects women and improved screening technologies directly contribute to better health outcomes, reduced mortality, and greater equity in women’s healthcare access.