RXO Launches AI-Powered Truck Check-In Technology
RXO is using visual-AI technology as part of a check-in system for trucks at its Laredo, Texas, facility.

RXO's AI-based check-in system has been depployed at its facility in Texas.
Photo: RXO
RXO launched a new artificial intelligence-powered check-in system for trucks arriving at warehouses and distribution centers. The visual AI technology, which is deployed at RXO’s cross-border facility, identifies trucks via video and extracts image and video data to streamline the check-in and security process.
“RXO’s visual AI technology is already producing positive results at our Laredo, Texas, facility, including reduced wait times at the gate,” said Yoav Amiel, chief information officer at RXO. “This advanced technology speeds up the process for carriers and helps shippers save time and money.”
Visual AI Automates Appointment-Matching With Trucks
The visual AI technology automates the process of recording trailer numbers and matching appointments when a truck arrives on site. These tasks were previously handled manually, with facility employees documenting truck information and directing carriers to warehouse docks or yard locations. RXO said this led to truck backups at the gate during the check-in process due to high traffic, manual documentation and typing errors.
The new check-in system is integrated with RXO’s Yard Management System to automate appointment matching.
To record trailer numbers, the visual AI uses machine learning computer vision and text recognition to process data from a video feed at the gatehouse and extract the data almost instantly. The system then notifies facility staff that a truck has arrived and provides all relevant information. The automation of the check-in process has reduced carrier wait time and improved data accuracy.
RXO will implement this system at its other facilities with high truck volumes. The company also plans to offer the system as a standalone service to other companies with high-traffic locations.
More Fleet Management

Color Match Smarter: Tools That Restore & Perform
For fleet managers and collision repair professionals keeping heavy-duty trucks on the road, getting the color right the first time isn't just about appearance — it's about efficiency, turnaround time, and bottom-line results. Discover how today's digital color tools are transforming the repair process from guesswork to precision.
Read More →
FMCSA Pauses Biennial-Update Enforcement Amid Motus Transition
Carriers whose updates were due on or after June 1 have more time, while FMCSA works to stabilize its new registration system and warns of phishing sites impersonating its new carrier registration system, Motus.
Read More →
2026 Blueprint for Countering Smarter Supply Chain Theft
Cargo theft is no longer just the cost of doing business. It's a multi-billion-dollar criminal enterprise exploiting vulnerabilities across your fleet, drivers, and supply chain.
Read More →
How Telematics Improves Visibility, Control, and Performance in Refrigerated Fleets
Explore how telematics help refrigerated fleets improve visibility, uptime, efficiency, compliance, and cargo protection across connected cold chain operations.
Read More →
What the U.S.-Canada Trade War Means for Trucking
Escalating U.S.-Canada tariffs could disrupt cross-border freight, reduce truck volumes, raise costs, and create new uncertainty for carriers on both sides of the border.
Read More →
What Are Trucking’s Top Concerns for 2026?
The American Transportation Research Institute wants to know what's worrying trucking fleet managers, drivers, and other stakeholders in its annual Industry Issues survey.
Read More →
American Trucking Associations Looks for a New Leader
ATA President and CEO Chris Spear abruptly left his job at the association on August 21, at a pivotal time for the trucking industry.
Read More →
Public Wi-Fi Cybersecurity Risks: How Truck Drivers and Fleets Can Protect Their Data
Public Wi-Fi can expose truck drivers and fleets to credential theft, malware, and other cyber threats. Here’s how to reduce the risk on the road.
Read More →
For Nicky Cupp, Fleet Innovation Starts With Frustration
HDT Truck Fleet Innovator Nicky Cupp turns everyday pain points at Fraley & Schilling into opportunities for better technology and smarter processes.
Read More →
Adam Buttgenbach’s Approach to Electric Trucks: Start With Where They Fit
HDT Truck Fleet Innovator Adam Buttgenbach helped PepsiCo build one of North America’s largest EV fleets by focusing on where electric trucks make operational sense.
Read More →


