Ever Raises $31 Million to Scale AI-Native Full-Stack Auto Retail Platform

New updates have been reported about Ever.

Ever, an AI-native full-stack auto retail company, has exited stealth with an oversubscribed $31 million Series A round led by Eclipse, bringing its total equity and debt funding to roughly $100 million. The company is positioning its platform as an end-to-end replacement for fragmented legacy dealership systems in the $1.2 trillion U.S. auto retail market, with Eclipse partner Jiten Behl joining Ever’s board and Eclipse partner Joe Fath taking a board observer role.

Ever’s proprietary operating system automates key workflows across sourcing, pricing, merchandising, sales, and vehicle operations, and management reports sales productivity around three times the used-car industry average. The platform is built to support omnichannel transactions and a strong electric vehicle proposition, enabling customers to buy or sell online, in person, or seamlessly between channels.

CEO and co-founder Lasse-Mathias Nyberg said the company has already processed real-world transactions through a live operation in San Francisco, serving thousands of customers across 40 states and demonstrating scalability in a highly complex category. The company’s founding team brings experience from Uber, Rivian, Tesla, Lyft, and Shopify, which Ever argues is critical to managing the operational and financial complexity of a vertically integrated retail model.

Management sees the industry’s shift to electric vehicles as a major driver of demand for Ever’s technology, given the added challenges of inventory management, battery health, and consumer education. The new capital will be directed toward expanding engineering headcount, deepening operational capabilities, and accelerating nationwide rollout, with the goal of operating at national scale in what Ever describes as the most complex segment of U.S. retail.

Ever’s strategy is to use AI to reduce friction and improve unit economics in a business where small inefficiencies can quickly erode margins, particularly for EV-focused inventory. By offering a unified operating system rather than point solutions, the company aims to increase dealer and fleet partner throughput while enhancing consumer transparency and flexibility, potentially gaining share from both traditional dealerships and digital-only retail models.

For investors and partners, the presence of Eclipse and other institutional backers such as Lifeline Ventures, Ibex Investors, Maki VC, Joint Effects, and JIMCO signals confidence in Ever’s ability to scale this capital-intensive, vertically integrated approach. If successful, Ever could emerge as a key infrastructure and operating partner in auto retail, with particular leverage in the growing EV segment and in omnichannel distribution models that bridge online and offline sales.

The funding also provides Ever with balance sheet strength to invest ahead of revenue, particularly in software, data, and logistics capabilities that are difficult for smaller dealer groups to replicate. As the company expands beyond its San Francisco operation, execution risk will center on managing inventory, maintaining disciplined economics, and sustaining the reported productivity advantages as volume scales.

Ever’s focus on AI-native orchestration suggests further product development around dynamic pricing, personalized merchandising, and predictive operations across its network. For stakeholders tracking disruption in physical retail and EV adoption, Ever represents a vertically integrated, software-led bet on modernizing one of the largest and least digitized segments of commerce in the U.S.

If Ever can maintain its current performance metrics while broadening geographic coverage, it may attract additional growth capital and strategic partnerships with fleets and dealer groups seeking turnkey modernization. The current Series A financing marks a key inflection point, shifting the company from proof-of-concept mode toward national expansion and more visible competitive positioning in auto retail technology.

In parallel, Ever’s hiring plans, especially in engineering and operations, indicate a push to deepen its AI capabilities and strengthen its logistics and support infrastructure. Over the next phase, investors and industry executives will be watching how effectively Ever scales its model, manages capital intensity, and captures value in EV-centric auto retail as traditional players race to modernize their own systems.