{"city":"Boston","name":"Motional","slug":"motional","facts":[{"date":"2026-09-10","type":"partnership","value":"Hyundai Motor and Kia are expanding their collaboration with NVIDIA on data-driven autonomous-driving systems.","source":"NVIDIA blogs"},{"date":"2026-09-08","type":"product_launch","value":"Motional launched the nuReasoning Challenge at the European Conference on Computer Vision.","source":"www.prnewswire.com — 2026-09-08"},{"date":"2026-09-08","type":"product_launch","value":"Motional open-sourced a reasoning-centric dataset for autonomous vehicles.","source":"www.prnewswire.com — 2026-09-08"},{"date":"2026-08-20","type":"partnership","value":"Uber will operate its Nevada robotaxi permit through Motional and Zoox partnerships.","source":"TechCrunch"},{"date":"2022-01-12","type":"revenue_band","value":"[object Object]","source":"Foxglove"}],"peers":[],"stage":null,"state":"Massachusetts","aliases":[],"country":"United States","domains":[{"why":"Motional develops autonomous-driving systems and robotaxis, including its collaboration with Hyundai, Kia and NVIDIA on data-driven autonomous driving.","list":null,"rank":null,"tier":"watchlist","layer":null,"total":61,"domain":"Robotics","scores":{"gate_ne":["technology","firepower"],"leverage":6,"position":6,"progress":7,"firepower":8,"commercial":2,"deployment":4,"production":4,"technology":8},"edition":null,"segment":null},{"why":"Motional open-sources the nuReasoning dataset for autonomous-vehicle reasoning research and development.","list":null,"rank":null,"tier":"prospect","layer":null,"total":27,"domain":"AI Core","scores":{"gate_ne":["technology","firepower"],"leverage":7,"position":3,"progress":6,"firepower":1,"commercial":1,"deployment":1,"production":4,"technology":1},"edition":null,"segment":null}],"founded":null,"signals":[{"date":"2026-09-14","header":"Zoox is operating a commercial robotaxi service in Las Vegas.","outlet":"TechCrunch"},{"date":"2026-09-10","header":"Hyundai Motor and Kia are expanding their NVIDIA collaboration on data-driven autonomous-driving systems.","outlet":"NVIDIA blogs"},{"date":"2026-09-08","header":"Motional launched the nuReasoning Challenge at the European Conference on Computer Vision.","outlet":"PR Newswire, all releases"},{"date":"2026-09-08","header":"Motional open-sourced a reasoning-centric dataset for autonomous vehicles.","outlet":"PR Newswire, all releases"},{"date":"2026-08-20","header":"Uber will operate its 1,000-robotaxi Nevada permit through Motional and Zoox partnerships.","outlet":"TechCrunch"},{"date":"2026-08-01","header":"Motional added autonomous Hyundai Ioniq 5 rides to Uber in Las Vegas.","outlet":"TechCrunch"}],"website":"motional.com","category":"Robotics · Systems","categories":[{"name":"Data platforms & labeling","domain":"AI Core","parent":"AI · Agents & tooling"},{"name":"Autonomous vehicles & driving","domain":"Robotics","parent":"Robotics · Systems"}],"last_round":null,"updated_at":"2026-10-25T23:18:47.108753+00:00","facts_total":5,"positioning":"Motional is a Hyundai-majority-owned US robotaxi maker running the SAE L4-capable IONIQ 5 in Las Vegas service zones, having launched an Uber-Motional Las Vegas service in March 2026 with a vehicle operator on board and fully driverless service targeted by end-2026. It went through an AI-centered reboot in early 2026 on a 10-year Uber framework dating to 2022. Revenue is not broken out (estimated <25m).","sub_category":"Autonomous vehicles & driving","signals_total":29,"url":"https://www.frontiertechintelligence.com/companies/motional","title":"Motional · robotics, Boston, Massachusetts, United States · scores, facts and signals · Frontier Tech Intelligence","description":"Motional develops autonomous-driving systems and robotaxis, including its collaboration with Hyundai, Kia and NVIDIA on data-driven autonomous driving. Robotics watchlist (score 61) 29 signals and 5 facts with sources.","publisher":"Frontier Tech Intelligence (Future Frontiers, a trade name of Essential Cognition Inc.)","note":"Assessment by Frontier Tech Intelligence; facts and signals carry their sources."}