Introduction Every vehicle on the road, whether part of a logistics fleet, rental pool, or private ownership, requires regular inspections. These checks ensure safety, regulatory compliance, and reliability. Traditionally, inspections have relied on manual evaluations, handwritten notes, and staff experience. While workable, this approach is slow,