CHICAGO, US: Broad adoption of artificial intelligence-based (AI-based) tools by US dental clinics could significantly improve diagnostics, treatment planning and practice efficiency; however, substantial barriers exist. The American Dental Association (ADA) has outlined what it sees as the main challenges to AI adoption and innovation, as well as steps that could be taken to incentivise effective and wider use of the technology in clinical settings.