We here describe an all-encompassing and organised idea called intelligent oncology, which takes into account the ideologies and technologies that are being increasingly studied for prospective uses of Artificial Intelligence (AI) in oncology. In order to further cancer prevention, screening, early diagnosis, and precision therapy, intelligent oncology is characterised as a cross-disciplinary speciality that incorporates oncology, radiology, pathology, molecular biology, multi-omics, and computer sciences. Rapid advancements in AI technologies including natural language processing, machine/deep learning, computer vision, and robotic process automation have aided in the development of intelligent oncology. We are optimistic that intelligent oncology will play a crucial role in the future of fundamental, translational, and clinical oncology even if the field's applications and concepts are still in their infancy and face numerous obstacles and problems.