Autonomous vehicle company Aurora projects more than 30,000 self-driving trucks generating $5 billion in annual revenue by the end of 2030, up from an expected 200 vehicles and $80 million run rate by the close of 2026.

The leap hinges on a fundamental shift in business model. Aurora is pivoting from owning and operating trucks—charging customers roughly $2 per mile for the full service—to licensing its autonomous driving software at about $0.85 per mile while customers handle vehicle ownership and maintenance. That move off the balance sheet is essential to the capital math: the company targets breakeven gross margins on a run-rate basis in the first half of 2027 with approximately 500 trucks operating.

CFO David Maday said the target is achievable. "While 30,000 trucks sounds significant in the autonomy sector, it remains small relative to the broader market," Maday said. The four largest truck manufacturers collectively produce between 250,000 and 300,000 new trucks annually.

Aurora expects its fleet to grow from 200 trucks at the end of 2026 to more than 1,000 by the end of 2027, with acceleration thereafter. The company operates a transportation-as-a-service model with customers including Detmar Logistics, Hirschbach, McLane and Werner. It plans to cap this ownership-heavy model at about 500 trucks before the transition.

Third-generation hardware, scheduled for deployment by the end of 2027, will be mass-produced by Aumovio, formerly Continental. This consolidation addresses one of the autonomous vehicle industry's key scaling bottlenecks: manufacturing sensor and compute systems at volume.

Market reaction has been cautious. Aurora shares closed down 12.42 percent at $5.29 on Monday following the company's analyst and investor day on Sept. 23.