Einride, a pioneer in electric and autonomous freight operations, has reported initial results from a landmark collaboration with US-based quantum computing firm IonQ aimed at enhancing Einride’s AI-driven optimization platform, Saga. The initiative represents the first real-world use of quantum computing to analyze commercial transport data.
The two companies entered a three-year partnership in May 2025 to explore how quantum technology could further strengthen Saga, which optimizes freight operations using data generated across Einride’s integrated ecosystem of electric and autonomous trucks and charging infrastructure. The platform enables customers to meet transport demand with fewer vehicles, lower energy consumption, and reduced overall costs.
Roozbeh Charli, Chief Executive Officer of Einride, said the complexity of fully electrified and automated freight networks requires new computational approaches. He explained that combining Einride’s in-house optimization algorithms with IonQ’s quantum technology creates a hybrid model capable of unlocking greater efficiency and cost-effectiveness using the company’s proprietary data.
IonQ Chairman and Chief Executive Officer Niccolo de Masi said logistics is among the most promising applications for quantum computing. He noted that Einride’s rich operational datasets provide a commercially relevant and technically demanding environment to demonstrate how quantum optimization can support smarter, cleaner, and more efficient freight networks.
The partnership integrates quantum computing with classical methods to manage the complexity of electric transport systems. Engineering teams have modularized the fleet orchestration challenge, enabling quantum algorithms to focus on shipment allocation while incorporating real-world constraints related to vehicles, drivers, routes, and charging infrastructure.
The companies initially evaluated 15 potential quantum use cases across Einride’s operations, including shipment scheduling, load optimization, energy trading, and improvements to autonomous vehicle safety and security. Early benchmarks confirm the successful integration of quantum processing into existing workflows, positioning both firms to gain competitive advantages as quantum hardware continues to evolve.
Einride recently announced plans to list on the New York Stock Exchange through a proposed business combination with Legato Merger Corp. III. The company currently serves more than 25 enterprise customers across seven countries, with expected annual recurring revenue of $65 million from signed contracts and over $800 million in potential long-term ARR through joint business plans, reinforcing its position in the global transition toward autonomous freight operations.
