Why it matters in collision repair
Human oversight is important when AI outputs affect repair safety, estimate accuracy, claim decisions, customer treatment, or other high-impact outcomes.
Collision-industry example
An AI system suggests estimate operations, but an experienced estimator verifies the damage, OEM procedures, and final repair plan before approval.