AI-powered transport and construction logistics control system
2 months
Automotive / Mobility
Video Analytics / Computer Vision
BI / Analytics
Automation
Monitoring
[ Описание ]
Development of an intelligent system for controlling vehicle entry to a construction site. The solution integrates video analytics, computer vision, license plate recognition, automated access control, and construction logistics management into a single digital platform.
[ Ключевая ценность ]
The system speeds up vehicle passage through checkpoints, reduces the burden on security staff, and helps monitor the actual movement of materials on the construction site. The client receives more than just automatic gate opening based on license plates; they get a digital framework for construction logistics: who entered, when, under what request, with what cargo, and in what condition they left the site.
[
NDA
]
NDA
A major federal developer of residential and commercial real estate.
[
Задача
]
The client's construction sites experience intense daily traffic from heavy vehicles, contractor equipment, and building material suppliers. Vehicle access was previously handled manually by checkpoint staff, leading to queues at the entrance, increased pressure on security, and a lack of objective data on the actual movement of transport and cargo. The BPA team was tasked with creating a unified system for controlling vehicle entry and exit, automating the vehicle access process, reducing checkpoint wait times, and ensuring transparency in construction logistics at the site.
[ Решение ]

AI Video Analytics and Automatic Vehicle Recognition

A video analytics and computer vision system was deployed at the construction site entrances to automatically identify vehicles.

As a vehicle approaches, the system recognizes the license plate, determines the vehicle type, and checks the number against approved access lists. Upon successful verification, the command to open the gate is transmitted automatically without operator intervention.

If a vehicle is not in the registry of approved deliveries or entry requests, the information is sent to a security officer for further verification.

Construction Logistics and Cargo Operations Control

In addition to access control, a system for analyzing cargo transport was implemented.

Computer vision algorithms allow for the detection of cargo in the truck bed, monitoring the loading or unloading process, and estimating the fill level of the cargo compartment.

This allows for the automatic logging of actual building material deliveries, monitoring of cargo movement through checkpoints, and the collection of objective data on logistics processes at the construction site.

A digital history of all vehicle entries and exits is generated for the logistics department, linked to timestamps, vehicle photos, and information about the cargo being transported.

Unified Transport Monitoring Platform

A unified web-based management interface was developed for security staff, logistics personnel, and project managers.

The system displays information on traffic flows, current checkpoint load, transit history, gate status, and video analytics events. All data is stored in a centralized database and is available for reporting and subsequent analysis.

Additionally, mechanisms for notifications and real-time monitoring of incidents have been implemented.

Infrastructure deployment at a construction site

The project encompassed the full implementation cycle of the system at the client's site.

BPA Technologies specialists handled equipment selection, installation of surveillance cameras, configuration of computing nodes, setup of network infrastructure, and integration of the access control system with the construction site's security perimeter.

Special attention was paid to equipment reliability in the challenging conditions of a temporary construction site, including high dust levels and unstable network connections.

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Вызовы и решения
[ Вызов ]
High traffic volume led to queues at the entrance and increased processing times at the checkpoint.
[ Решение ]
We implemented automated vehicle recognition and access control, eliminating the need for operator intervention.
[ Вызов ]
The client lacked objective data on the actual movement of construction materials through the site.
[ Решение ]
We developed a video analytics module that detects cargo presence, identifies vehicle types, and logs the completion of logistics operations.
[ Вызов ]
The construction site was located in an area with unstable network infrastructure.
[ Решение ]
We implemented local video stream processing directly on-site, with subsequent data synchronization to a central server.
[ Технологический стек ]
Python
FastAPI
PostgreSQL
React
Docker
[ Решение ]
As a result of the project, the client received an intelligent transport and construction logistics control system that provides automated vehicle access, material delivery monitoring, and transparency of transport operations. The solution significantly reduced checkpoint processing times, lowered the workload for security personnel, and created a unified digital framework for managing construction site traffic flows.
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