AI or, Artificial Intelligence refers to a technology that advances quickly and captivates the researcher’s mind globally. AI acquisition in the field of medical is extremely changing the healthcare system’s face. There found a marked increase in the growth of AI in the decennium, which has shown enormous improvement in the medical field. AI has an importance in in dentistry, particularly in Radiology and Oral Medicine. This review is conducted to know the application of AI in OMR, by a web hunt was initiated using PubMed/Medline database for articles from the time 2016 to 2022, which were written in English using the MeSH terms “Artificial Intelligence”, “Machine learning”, “Deep Learning”, “Convolutional neural network”, “Oral Medicine”, and “Oral Radiology”. AI has shown promising results in the storage of patient data, disease diagnosis and assessment of radiographic information in a short time which will provide improved patients care. AI becomes to the teething stage despite several different advances, though it has immense capacity. This technology is employed tremendously for its early and easy diagnosis; hike in techniques for image recognition, for oral lesions of proper treatment, for malignant oral lesions, and suspicious premalignant of screening. A careful understanding related to the AIB technology assists it better in patient care precisely and also reduce the burden of work for the clinicians.