Mercedes to Reveal Last-Mile Logistics Technology at Fleet Forward Conference
For the first time in North America, Mercedes-Benz Vans will demonstrate CoROS, an artificial intelligence-powered sensor system that transforms the Sprinter van into an intelligent cargo space.

Photo courtesy of Mercedes-Benz.
Mercedes-Benz Vans Future Transportation, a division of Daimler AG with offices in Menlo Park, Calif., announced it will unveil and demonstrate CoROS for the first time in North America at the Fleet Forward Conference in San Francisco on Oct. 9.
CoROS, short for Cargo Recognition and Organization System, transforms the Mercedes-Benz Sprinter van into an intelligent cargo space with computer vision and machine learning, said Nick Tempelhoff, head of Mercedes-Benz Vans Future Transportation North America, the team behind CoROS.
CoROS uses an array of cameras to identify, scan, and record packages as they are brought into the vehicle and recommends the optimal loading position based on the package’s size and final destination.
CoROS continuously monitors the cargo space and tracks any changes to a package’s location throughout the day. At each stop, the system automatically looks up the customer’s order and directs the driver to that customer’s packages via LEDs installed on shelves and throughout the cargo space.

Photo courtesy of Mercedes-Benz.
“We feel CoROS represents a significant technological step forward for package delivery and the logistics industry,” Tempelhoff said. “CoROS uses automation to create efficiencies across the entire last-mile logistics chain — unlocking significant time and cost savings for fleets.”
The demonstration at Fleet Forward Conference will take place using a working model of CoROS on a Sprinter van.
“We’re excited that Fleet Forward attendees will get an up-close understanding of CoROS before it goes to market,” said Chris Brown, executive editor at Bobit Business Media and conference chair. “Mercedes chose to reveal this game-changing technology in front of the audience that matters most — the fleet industry.”
The product’s worldwide reveal will take place at the 67th IAA for Commercial Vehicles in Hannover, Germany on Sept. 19.
Additionally, Tempelhoff will deliver a plenary address titled “Solutions for the Future of Fleet Transportation.” In the seminar, Tempelhoff will address big picture trends, challenges, and solutions for fleets when it comes to last-mile logistics.
The Fleet Forward Conference, dedicated to mobility solutions for fleets, convenes Oct. 8-10 at The Pearl in San Francisco.
More Small Fleet

Why Fleet Managers Are Replacing Departmental Vehicles with Shared Motor Pools
Departmentally assigned vehicles often create hidden costs through underutilization, poor visibility, and increased administrative burden. This white paper explores how shared motor pool strategies help fleets reduce costs, improve accountability, and optimize vehicle utilization.
Read More →
Boosting Last-Mile Fleet Uptime, Safety, and Value with AI Vehicle Inspections
AI-powered inspections are transforming last-mile fleets by replacing manual checks with highly accurate automated scans that detect defects in seconds. By giving fleet operations visibility into the daily condition of their vehicles, you can identify trends over the vehicle’s lifecycle that enable improved procurement decisions, route management, driver training and accountability.
Read More →
Five Ways Seat Belts Help Prevent Injuries
There are five ways seat belts protect occupants from injuries, according to the Tennessee Department of Safety and Homeland Security.
Read More →
It’s here: The 2026 Fleet Technology Trends Report
What does AI mean for fleets? Get the answer — and learn other top tech trends.
Read More →
Small Fleets, Big Impact: How Independent Drivers Power Wreaths Across America
Check out how small fleets and independent drivers power Wreaths Across America each December and why their impact matters more than ever.
Read More →
VMS Survey Finds 65% of Small Fleet Managers Run Operations Alone
A new VMS survey shows small fleet managers are stretched thin, with most handling operations solo and eager to adopt digital tools for relief.
Read More →
Tips for Driving Safely on Halloween Night
This video features a reminder from the Connecticut Department of Transportation (DOT) and the Connecticut Police Chiefs Association, urging drivers to prioritize safety this Halloween.
Read More →
AI, Access, and Uptime: VMS’s Next Chapter with David Prusinski
VMS’s new Co-CEO, David Prusinski, shares how an AI-first approach will give small fleets and repair shops the tools to compete like big players.
Read More →
Fleet Managers Share Winter Prep Tips: It's Never Too Early!
Three fleets share best practices to prep vehicles for winter and prevent downtime when the cold sets in.
Read More →
Hot Weather Driving Tips for Fleet Drivers
As we head into another potentially extreme summer season, the risks for fleet drivers remain high, from engine strain and tire blowouts to unpredictable traffic patterns. An expert shares advice on how fleet drivers can boost their safety during the steamy summer months.
Read More →
