More News: Manheim Sees Major Advances in 2021
Manheim, Fyusion Deploy Advanced Imaging Inside the Auction Gates
The new digital tool paves the way to AI-enhanced condition reports with automated damage detection.

The digital images being taken at Manheim auctions are so detailed that clients will be able to see the fibers of the interior carpet and even the dust on the dashboard.
Photo: Manheim
While Manheim and Fyusion have been working together for years, starting with Manheim Express in 2018, it wasn't until Cox Automotive acquired the computer vision company early last year that the partnership accelerated.
Now, Manheim is deploying Fyusion-powered mobile imaging at all of its locations, giving clients high-resolution condition report images, according to a March 7 news release.
Manheim also has launched its first AI-driven fixed imaging gantry at Manheim Minneapolis. Together, these Fyusion-powered technologies will capture millions of vehicle images and fuel automated damage detection.
"With our clients requiring more vehicle information and advanced imaging, we put our combined expertise to work to deliver consistent and trustworthy vehicle condition information and make viewing a vehicle online as good as standing next to the car," said Zach Hallowell, senior vice president, Manheim Digital, in a news release.
2022 kicked off some major advancements for auctions:
Fyusion-Powered Mobile Image Capture Inside the Auction Gates
Each year, millions of vehicles are imaged for condition reports inside the gates of Manheim's vast auction network. This month, the company completed the rollout of brand-new cameras for inspectors across all its locations. Boasting 108 megapixels and driven by Fyusion's software, the cameras will provide clients with a more accurate and consistent representation of the car, delivering truer colors and more detailed images.
When clients zoom in on the new images, the pictures will retain the utmost clarity —enabling them to see every scratch, read manufacturer's data on the sidewall of a tire, and view whatever interests them most in striking detail — all from the convenience of their laptop or phone. The images are so detailed that clients will be able to see the fibers of the interior carpet and even the dust on the dashboard.
Manheim Deploys AI-Driven Fixed Imaging Gantry
Manheim is also giving fixed imaging a makeover with state-of-the-art gantries, leveraging AI imaging in a fixed gantry for both merchandising and damage detection. These drive-through imaging tunnels take high resolution still images while a vehicle is in motion and will deliver even more photos, consistent and expanded camera angles, and superior lighting for exterior vehicle imaging. The AI technology does not just capture still images — it understands the vehicle in three dimensions and can assess the condition of the vehicle.
The first production gantry was launched at Manheim Minneapolis, with additional gantries being built at select locations. Manheim will provide updates on these industry-leading installations throughout the year.
These images, along with those captured with the Manheim Express app, will be fed into Fyusion's automated damage detection algorithm, which the brands have already invested millions of dollars in, as well as spent years training.
As the largest automotive wholesale marketplace, Manheim takes millions of proprietary vehicle images each year and has captured well over a million 360-degree captures in Fyusion's patented fyuse format. This massive data supply is what drives Fyusion's damage detection efforts and will result in clients getting consistent and accurate vehicle condition information.
Fyusion's imaging technology sees the world in three dimensions, much like the human eye. It captures 3D images of vehicles, which it then uses for multi-angle analysis of damages. The 3D model allows the technology to understand which panel the vehicle damage occurred on and will support a 360 view of the vehicle while keeping the damage highlight attached to the right part of the car during the rotation. The AI technology uses 3D imaging to look at vehicle damages from every angle, enabling it to judge the size and severity of damages more accurately than old-fashioned 2D images.
This technology, combined with the wealth of data at its disposal, has allowed Fyusion to develop a powerful machine learning solution —bone able to positively identify the presence of the top 20 vehicle damage types 94% of the time. The damage detection model will also automatically generate an AutoGrade condition score.
"Fyusion's technology, with over 80 issued patents, combined with our methodical, collaborative approach has laid a strong foundation to deliver advanced automated damage detection capabilities," said Radu Rusu, CEO and co-founder of Fyusion, in a news release.
Hallowell added, "There's a lot of hype out there about AI-driven damage detection, so it's not always easy for clients to separate fact from fiction. As part of Cox Automotive, Manheim and Fyusion are uniquely positioned to deliver results that will generate unprecedented levels of quality and consistency.”
Originally posted on Vehicle Remarketing
More Remarketing

Used Vehicle Prices Climb Higher As Sales Pace Slows
The higher prices at used retail reflect strong wholesale values earlier in the spring, particularly for older, more affordable vehicles.
Read More →
Wholesale Used Vehicle Market Sustains Moderate Rise In Values, Prices
Trends continue to normalize after a strong start to the year, as consumers contend with higher gas prices in the coming summer months.
Read More →
Commercial Fleet Sales Still Lead Sectors Despite May Mini Dip
The U.S. economy's continued growth and positive business investment are creating a favorable environment for fleet vehicle demand.
Read More →
How Connected Vehicle Data Is Lifting Fleet Resale Values
A vehicle health score could improve the value of fleet vehicles at remarketing. The path to a universal standard is forming, and fleets that understand the process early will be better positioned when it arrives.
Read More →
Wholesale Used Vehicle Prices Slightly Up In April
The Iranian conflict and rising gas prices inject much uncertainty into the future wholesale used vehicle markets, as higher gas prices soak up spendable income from vehicle buyers.
Read More →
CAR2026: James McKinley Wins Value Champion of the Year
James McKinley of City Rent a Truck was named the inaugural Fleet Value Champion at the CAR Conference for his data-driven approach to fleet lifecycle management and vehicle remarketing.
Read More →
CAR2026: Eric Autenrieth Wins Remarketer of the Year
Eric Autenrieth was recognized at this year's CAR Conference as the Remarketer of the Year.
Read More →
CAR2026: Lawrence Knapp Wins Consignor of the Year
Lawrence Knapp won the Cosigner of the Year award at this year's CAR Conference.
Read More →
2026 CAR Awards Celebrate Industry Excellence
CAR’s annual Fleet Remarketing Awards opened a reimagined 2026 conference designed to bridge the worlds of fleet management and automotive remarketing.
Read More →
Inside the CAR2026 Awards: Leaders, Legacy & What’s Next
Here's a look inside the awards ceremony at the CAR Conference, where industry leaders reflected on the growth, impact, and future of automotive remarketing.
Read More →