Mars Auto is a South Korean AI company building self-driving Class 8 trucks for long-haul freight. Founded in 2017 by KAIST computer scientists Ilsu Park and Gyuri Im, it uses a vision-only, end-to-end AI driving agent - seven cameras and a single neural network, with no LiDAR and no HD maps - that can be retrofitted onto existing trucks. Mars Auto ran the first commercial long-haul autonomous freight in Korea in 2023 and began paid U.S. operations from a Texas base in 2024, aiming to deploy fully unmanned trucks by 2028.
Inceptio Technology is a developer of full-stack autonomous driving systems for heavy-duty trucks, headquartered in Shanghai with an R&D center in Fremont/Santa Clara, California. Founded in 2018 by Julian Ma, it works with truck OEMs to mass-produce Level 3 highway-capable trucks and operates one of the largest real-world autonomous freight fleets in the world. Its proprietary XUANYUAN and T-NOA systems power more than 4,000 trucks that have logged over 400 million kilometers of commercial operation for customers including JD Logistics, Nestle, Budweiser and Deppon Express, as it charts a data-driven roadmap toward scalable Level 4 autonomy.