Our editorial purpose
AutoCollisionAI helps collision professionals understand how artificial intelligence and emerging technology are affecting collision repair, estimating, automotive claims, and related operations.
How we select coverage
We prioritize developments, research, tools, and companies with a clear connection to collision repair or the broader automotive-claims ecosystem. Inclusion does not constitute an endorsement.
Sources and attribution
Summaries identify and link to original publishers whenever possible. Company announcements and vendor claims are presented as claims from those organizations and should not be interpreted as independent verification.
Accuracy and corrections
We aim to distinguish confirmed facts from interpretation and to provide enough source information for readers to review the original material. Readers may report an error or outdated link through the Contact page. Material corrections will be made promptly.
Editorial independence
Commercial relationships, sponsorships, or affiliate arrangements will not determine editorial conclusions. Any paid relationship relevant to a page or recommendation will be disclosed clearly.
Use of artificial intelligence
AI tools may assist with research organization, drafting, editing, or illustration. Published material remains subject to human review for relevance, accuracy, attribution, and usefulness to collision professionals.