Heavy Duty Trucking Logo
MenuMENU
SearchSEARCH

C.H. Robinson Uses AI, Telematics to Make Trailer Pools Smarter

C.H. Robinson’s recent upgrade to its Drop Trailer Plus program combines advanced telematics data and artificial intelligence to help trucking companies manage trailer pools more efficiently.

Computer, tablet and phone screens showing AWS

C.H. Robinson said its new AI-powered Asset Management System addresses technology shortcomings in managing drop-and-hook trailer pools.

Photo: C.H. Robinson

3 min to read


C.H. Robinson’s recent upgrade to its Drop Trailer Plus program combines advanced telematics data and artificial intelligence to help trucking companies manage trailer pools more efficiently.

The new Asset Management System (AMS) turns thousands of trailers into intelligent assets, according to C.H. Robinson, with real-time awareness of inventory, dwell times, and facility commitments. 

Ad Loading...

It’s a major step up from the manual spreadsheets and incompatible systems that are still the norm in much of this industry segment, according to the company.

The vendor-agnostic system supports both Robinson-owned and contract carrier trailers, providing a unified portal for scheduling, billing, and maintenance.

The Promise of and Problems with Drop Trailer Programs

Drop trailer programs, also known as drop and hook, today represent nearly 50% of the truckload market, according to the company. These programs allow carriers to leave trailers at shipper facilities for flexible loading and unloading. 

Ad Loading...

C.H. Robinson’s Drop Trailer Plus is one of the largest trailer pools in the country, with more than 800,000 annual shipments and more than 10,000 trailers in circulation daily.

With this new upgrade, users will enjoy 24/7 real-time tracking, AI-driven automation, fraud and theft mitigation, and other features.

Linked with the company’s AI-infused global shipper platform, Navisphere, it empowers faster, smarter, and more cost-efficient decisions than ever before.

Blue trailer backed up to dock at shipper facility

Drop-and-hook, or trailer pool programs, allow carriers to leave trailers at shipper facilities for flexible loading and unloading. 

Photo: C.H. Robinson

Drop Trailer Plus: No More Yard Hunts

Adam McDonough, C.H. Robinson Vice President of Truckload, called Drop Trailer Plus AMS a “game-changer.”

“With real-time visibility across both our own and our strategic contract carriers’ fleets, we’re able to monitor each trailer in real time, at rest or in motion, and help [shippers and carriers] streamline operations, right-size trailer pools, maximize uptime, and minimize waste, leading to lower costs and less unplanned work. 

Ad Loading...

“For example, there will be no more yard-hunts for hard-to-find trailers that lack connected systems. You’ll know exactly where every single trailer is, at any time, whether it’s part of C.H. Robinson pool of trailers or another provider on our platform.”

Modernizing Trailer Pool Management

Drop trailer programs, according to C.H. Robinson, have traditionally been represented by asset-based carriers that own trucks and equipment. But they’ve also presented challenges, including manual data entry, incompatible systems, and limited visibility over trailer and freight status.

The new Drop Trailer Plus AMS bundles everything into a real-time platform that covers the C.H. Robinson trailer pool as well as a growing number of contract carriers. 

Built in-house and integrated with Navisphere, the system combines GPS tracking, telematics data, geofencing, and facility mapping to give shippers and carriers a complete view of trailer activity.

Benefits include:

Ad Loading...
  • Improved utilization and efficiency: Optimized routing and planning

  • Better trailer availability and more uptime: Locate the trailers you need, when you need them, in optimal working condition — dry van, refrigerated or flatbed.

  • Real-time visibility: Monitor your trailer pools and inventory at rest and in motion. With GPS updates up to every 5 seconds, every trailer’s location and status is available, at a facility or on the road, along with live ETAs.

  • Proactive exception management: Automated notifications about exceptions like late arrivals, dwell breaches, or idle assets.

  • Theft and fraud prevention: Enhance security and mitigate theft and fraud with real-time visibility to both trailer and inventory.

  • Performance scorecards: Keep track of operations by lane, site, or carrier, and key KPIs like utilization and dwell time.

“Today’s environment requires nimble logistics, with the ability to scale up and down flexibly and adapt to new opportunities quickly and precisely,” said Michael Castagnetto, president of North American Surface Transportation at C.H. Robinson.

Drop Trailer Plus AMS is currently active across C.H Robinson's own trailer pool as well as several contract carrier fleets, with expansion continuing throughout 2026. 

More Fleet Management

TEN disaster prep.
Fleet ManagementMay 1, 2026

How Fleets Can Avoid Equipment Blind Spots in Disaster Response

When the unexpected happens, how you react to, and deal with operational blind spots is critical. Here’s how to keep you recovery on track, when nothing is normal.

Read More →
Illustration of cybersecurity images with "The Cyber Stop" text
Fleet Managementby Ben WilkensApril 30, 2026

AI Security Risks for Trucking Fleets: What to Know About Deepfakes and Agentic AI

As fleets adopt artificial intelligence for routing, maintenance, and load matching, new security risks are emerging. Learn where the vulnerabilities are and how to put the right controls in place.

Read More →
Mobile tablet showing Motus screen against highway background with Motus logo

FMCSA’s Motus System Is Coming. What Fleets Need to Know Now

The long-awaited registration system promises a single portal — and tighter fraud controls.

Read More →
Ad Loading...
CargoNet 2026 Qi report.
Fleet Managementby News/Media ReleaseApril 24, 2026

Cargo Theft Incidents Fall in Q1, but Organized Crime and Impersonation Drive New Risks

CargoNet reports fewer supply chain crime events to start 2026. But losses hold steady as organized crime shifts tactics toward impersonation schemes and high-value goods.

Read More →
Graphic with light bulbs, HDT Truck Fleet Innovators logo, and the word Nominations
Fleet ManagementApril 24, 2026

Nominations Open for HDT Truck Fleet Innovators 2026

Heavy Duty Trucking is searching for forward-looking leaders at trucking fleets as nominations for HDT’s Truck Fleet Innovators 2026. Deadline is May 15.

Read More →
Illustration with trojan horse and lock with inside of cargo container in background
Fleet Managementby News/Media ReleaseApril 23, 2026

New Trojan Driver Cargo Theft Scam Bypasses Carrier Vetting Systems

Cargo theft rings plant operatives as drivers inside legitimate, fully vetted carriers, then execute coordinated thefts that look like a traditional straight theft from the outside.

Read More →
Ad Loading...
ATA Truck Tonnage Index March 2026.
Fleet Managementby News/Media ReleaseApril 22, 2026

March Truck Tonnage Posts Strongest Annual Gain Since 2022

A modest sequential increase capped the strongest quarterly performance in years, signaling continued freight momentum in early 2026.

Read More →
Toll road.
Fleet Managementby Jack RobertsApril 22, 2026

Ohio Turnpike Targets $5.2 Million in Unpaid Tolls from Trucking Firms

More than 300 carriers across 26 states have been sent to collections as the Ohio Turnpike cracks down on toll evasion and delinquent payments.

Read More →
Illustration with ATRI logo and square blocks spelling out "research"
Fleet Managementby Deborah LockridgeApril 20, 2026

'Beyond Compliance,' Regulations, Driver Coaching on ATRI’s 2026 Research List

The American Transportation Research Institute will examine driver coaching, regulatory impacts — including the "Beyond Compliance" concept —and weather disruptions that shape trucking operations.

Read More →
Ad Loading...
Brian Antonellis, senior vice president, fleet operations, Fleet Advantage.
Fleet Managementby Jack RobertsApril 17, 2026

Fleet Advantage's Brian Antonellis on the Growing Need to Replace Old Trucks

Fleet Advantage's Brian Antonellis says it's time for fleets to get back to the fundamentals of good maintenance practices. And that includes replacing older, inefficient equipment.

Read More →