This chapter explores the transformative role of artificial intelligence (AI) in ovarian cancer prediction and prognosis. It aims to analyze complex datasets, predict patient outcomes, and optimize treatment pathways. The study critically examines existing research on ovarian cancer, highlighting gaps and challenges in current prognostic methodologies. The findings demonstrate significant advancements in AI application in ovarian cancer prediction, highlighting its transformative potential in research and clinical practice. AI not only enhances understanding of ovarian cancer complexities, but also offers personalized and optimized treatment strategies, offering hope for improved patient outcomes and overall survival rates.