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In the realm of automotive repairs and insurance claims, the precision of damage estimation is not merely a procedural step; it's the bedrock of trust, efficiency, and financial sustainability. Misestimations can lead to a cascade of negative outcomes, including inflated costs, customer dissatisfaction, and operational inefficiencies. Here, we delve into the crux of estimation accuracy, exploring its challenges and proposing industry-leading practices to elevate accuracy and reliability.

 In the evolving landscape of vehicle damage repair and maintenance, the convergence of Vision AI and collision estimatics marks a revolutionary leap forward.

In the auto after-market industry, particularly among OEMs, dealerships, and multi-brand operators, achieving accuracy and efficiency in vehicle damage assessment is essential.