Engineering vehicles, as large cargo transporters, often face safety accidents owing to their high mobility, inherent risks, limited vision, and operator issues like unlicensed/non-compliant driving, speeding, and overloading. Traditional management methods are also inefficient, costly to maintain, prone to unexpected downtime, and result in uneven vehicle utilization. To tackle these challenges, we've carefully developed an AI Visual Safety Monitoring System.