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MORAI alternatives
Simulation is MORAI's entire business: the Seoul company, founded in 2018, builds digital twin environments in which autonomous vehicles, urban air mobility craft and defence systems are developed, tested and validated without putting prototypes at risk. Its funding stands at roughly KRW 30B following a February 2022 Series B. Buyers who find their shortlist sitting in simulation often need to compare it with companies that ship moving products instead. Motional, headquartered in Boston and formed in 2020 from Hyundai Motor Group and Aptiv teams, develops Level 4 autonomous vehicles aimed at ride-hail and delivery, with deployments on public roads in Las Vegas and California. Neubility approaches autonomy from the service floor: founded in Seoul in 2017, it operates an integrated Robot-as-a-Service model whose robots handle delivery, patrol and manufacturing work at more than 140 commercial sites. Nullmax supplies the driving software layer itself, AD/ADAS systems engineered in Shanghai for OEMs and Tier 1 customers and already embedded in mass-produced models. OhmniLabs, based in Milpitas, California and acquired by Symbotic in December 2024, offers a modular telepresence platform whose healthcare-led robots support telehealth rounds, virtual tours, disinfection and patrols. Pick Motional when the goal is an operating Level 4 fleet, Neubility for robots delivered as an ongoing service, Nullmax for software destined for production vehicles, and OhmniLabs when a remote human presence, rather than full autonomy, solves the problem.
Alternatives to MORAI

Motional
Motional is a United States autonomous-driving company developing SAE Level 4 vehicles for autonomous ride-hail and delivery.
Neubility
Neubility is a South Korean Physical AI and integrated Robot-as-a-Service company that brings robot intelligence to everyday life, converting daily spaces and industrial sites with robots that understand and judge real environments.

Nullmax
Nullmax is an AI technology company founded in Silicon Valley in 2016 with an R&D centre in Shanghai, specialising in autonomous driving and AD/ADAS solutions for all scenarios.

OhmniLabs
OhmniLabs is a US robotics company known for human-centric telepresence and service robots, and its official website now leads with healthcare: "Robots for advancing healthcare." Its flagship Ohmni telepresence robot lets a remote user be present and mobile in a distant location, and the company built a modular robotics platform with cloud-based fleet management so customers can add accessories and functionality for tasks such as telehealth rounds, virtual tours, disinfection and patrols.
Full profile, with every fact and its source: MORAI. Profile facts last verified 9 November 2026.