The rapid advancement of machine learning is dramatically impacting the landscape of dental offices . Automation of repetitive procedures, such as client booking and basic image evaluation, is increasingly feasible. This contributes to higher productivity , reduced operational costs , and enables dentist's teams to focus additional time on complex