The company belongs to the traditional manufacturing industry and is located in Shanwei City, Guangdong Province. It is a comprehensive enterprise that integrates submarine cable design, manufacturing, construction, and installation services. The labor cost is relatively low, the company's mechanization level is not high, and there are many on-site workers working in the same scene as heavy forklifts (12 tons). The company's production area does not have strict division of vehicle and pedestrian passages, and the roads in the factory area often have cluttered goods. At the same time, there are pedestrians working in the area, which means that forklifts and operators work in the same scene and interact frequently.

Special engineering vehicles often have a large blind spot in their viewing angle. Special customers use heavy-duty oil forklifts (12 tons) with high noise, and while workers are focused on their work, they often cannot determine whether the forklifts are in operation or stopped.

At the same time, the larger the tonnage, the greater the blind spot of perspective that exists. The degree of mechanization in the company is not high, and it is more manual operation. During the forklift loading process, there are often relatively dense operators nearby. During the year-round work process, operators have become accustomed to the same working environment as forklifts, gradually reducing their awareness of forklifts. At the same time, forklift drivers have a heavy workload, and they have also become accustomed to the working environment where pedestrians work together all year round, ignoring the dangers of forklift driving. Often, accidents occur in this instant.

The customer company belongs to the traditional manufacturing industry, with a large number of workers. AI can monitor pedestrians 360 ° in front and back, greatly solving the problem of large numbers of people and frequent interaction between people and vehicles. At the same time, forklift drivers may engage in some illegal operations when working at full capacity. AI products are equipped with driver behavior monitoring cameras in the driver's cabin, which can monitor the driver's behavior to a large extent. At the same time, sound and light voice reminders are issued to ensure safe and standardized driving.

There are not many forklifts in the company, and the safety awareness in this area is not high. Recently, there have been related safety accidents in the factory area, which has attracted high attention from the management. The application of the Ai anti-collision system greatly improves the safety of factory operations. When personnel interact with forklifts, there is a warning of a safe distance.