Artificial intelligence (AI) has grown tremendously in importance and has presence in many different industries, including dentistry. By mimicking human intelligence, it can make complex forecasts and judgments in the medical field, particularly in endodontics. A variety of artificial intelligence models, such as convolutional neural networks and/or artificial neural networks, have shown promise in endodontics. These models have been used to study the anatomy of the root canal system, predict the viability of dental pulp stem cells, measure working lengths, identify periapical lesions and root fractures, and predict the outcome of retreatment procedures. Artificial intelligence (AI) technology is utilized in dentistry to expedite the comprehension of massive amounts of data and provide clinical decision-making support. This work aims to comprehensively review the areas in which artificial intelligence (AI) is now having a significant impact on clinical dentistry. Artificial intelligence (AI), which is evolving at a rapid pace, has the potential to replace physical expertise in dentistry. To reduce mistakes and oversight, these technologies must also be employed carefully and under human supervision. Early and accurate diagnosis of oral problems leads to better outcomes for patients.