Introduction The transportation and logistics industry is evolving rapidly, driven by the need for greater efficiency, accuracy, and compliance. As freight volumes increase and road infrastructure faces growing pressure, axle weighing has become more important than ever. Traditional axle weighing methods, while effective, often rely on manual intervention and are prone to delays, errors, and inefficiencies. Today, Artificial Intelligence (AI) and automation are transforming m