Ever raises USD $31m to scale AI-native auto retail

Ever has raised USD $31 million in a Series A round as it emerges from stealth, with venture firm Eclipse leading the investment.

The oversubscribed round brings Ever's total funding to about USD $100 million across equity and debt facilities. Other Series A investors included Lifeline Ventures, Ibex Investors, Maki VC, Joint Effects, and JIMCO, the investment arm of the Jameel Family.

Ever positions itself as an "AI-native" auto retailer with a full-stack model that combines software and operations. Headquartered in San Francisco, it serves customers across 40 US states and says it is already profitable.

Auto retail is a USD $1.2 trillion US market, according to figures Ever cited. The sector still relies on manual processes and a patchwork of third-party systems. Buying a vehicle can involve dozens of steps, from pricing and financing to inventory movement and handover.

Electric vehicles add further variables for buyers and retailers, including battery condition, charging compatibility, and range. Retailers also have to manage a changing stock mix as consumer demand shifts between powertrains.

Operating system

Ever says it rebuilt the auto retail workflow around a proprietary operating system that uses AI across pricing, inventory, logistics, and customer handling. It covers sourcing, pricing, merchandising, sales, and vehicle operations.

Rather than a set of point tools layered onto existing dealership software, Ever describes the product as a central layer that runs the retail process end to end.

The operating model supports online and in-person transactions. Customers can buy or sell online, complete a deal in person, or move between both. Ever also says the platform was designed around electric vehicles as part of its initial focus.

Ever claims automation has delivered operational gains, including automated vehicle pricing, listing, and merchandising. It also says sales team productivity is three times higher than the used car industry average, without providing a benchmark.

Use of funds

The new financing will be used to expand the engineering team, widen operational capacity, and support nationwide growth. 

Investors have shown sustained interest in applying software and automation to physical industries, particularly where labour-intensive workflows and fragmented supply chains affect costs and service levels. Auto retail has attracted funding across several models over the past decade, from online-first used car platforms to software providers serving franchised dealers.

"Despite the size and importance of the U.S. auto retail sector, the industry has struggled with modern consumer journeys and the daily operational complexity," said Lasse-Mathias Nyberg, co-founder and CEO of Ever.

Ever's founders have backgrounds in automotive, consumer technology, and finance. The team has worked at Uber, Rivian, Tesla, Lyft, and Shopify.

Board changes

As part of the financing, Eclipse Partner Jiten Behl has joined Ever's board, and Joe Fath, Partner and Head of Growth at Eclipse, has joined as a board observer.

Behl cited execution risk in vehicle retail and the impact of operational inefficiency on margins and service. "Auto retail is a complex, unforgiving business where small inefficiencies compound quickly to erode economics and customer experience," he said.

"Ever's end-to-end AI-native platform is an industry-first for the auto market, enabling scalability while maintaining disciplined economics and putting the customer experience first," Behl added.

Ever plans to expand beyond its current footprint as it scales engineering and operations for a broader national rollout.