Autonomous Vehicle Solutions
Advancing Robotaxi-Ready Autonomous Vehicles
Deploy Level 4 fleets on the industry's only end-to-end platform with open reasoning models and full-stack safety.
Overview
The Platform for Safe, AI-Defined Mobility
The next generation of transportation is autonomous, transforming how the world moves, from personal vehicles to robotaxis.
NVIDIA DRIVE™ is the only end-to-end, full-stack autonomous vehicle platform that enables production autonomy from L2++ to L4 robotaxi. The platform spans a three-computer solution for model development. This includes training (NVIDIA DGX™), simulation and validation (NVIDIA Omniverse™ and NVIDIA Cosmos™ on NVIDIA RTX™), and in-vehicle computing (NVIDIA DRIVE AGX™), with NVIDIA Halos enforcing safety at every stage.
Chosen by the world's leading automakers and robotaxi fleets, NVIDIA DRIVE Hyperion is the production-ready hardware platform and reference architecture that, together with NVIDIA Alpamayo reasoning models, provides scalability and intelligence to reach L4 autonomy.
Solutions
Explore the End-to-End Autonomous Vehicle Platform
From model development to in-vehicle computing, NVIDIA DRIVE delivers every layer of the stack—purpose-built for safety, scalability, and speed to deployment.
Automotive Partners
Expanding the Autonomous Vehicle and Robotaxi Ecosystem
Paving the path towards a safer, more intelligent ecosytem.
Resources
The Latest Autonomous Vehicle and Robotaxi News
Explore the latest announcements, sessions, and videos from the NVIDIA AV ecosystem.
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What’s New
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Blogs
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Press Releases
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Videos
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Sessions
FAQs
NVIDIA DRIVE is the only AV platform that spans the full autonomous vehicle workflow, from data to deployment, built on safety, modularity, openness, and performance. NVIDIA Halos provides a safety-certified foundation across hardware, software, and sensors, establishing a clear path to regulatory approval. NVIDIA DRIVE Hyperion is a modular hardware architecture that provides scalability from L2++ driver assistance to Level 4 and flexibility across vehicle programs through configurable compute and sensors. NVIDIA's open models, frameworks, and datasets give every ecosystem partner an adaptable foundation to inspect, extend with proprietary data, and take to production on their own infrastructure. NVIDIA DRIVE AGX Orin and Thor deliver the in-vehicle compute performance to run reasoning models in real time.
NVIDIA DRIVE Hyperion™ uses one common architecture across every autonomy level. The compute, sensor suite, and software foundation stay the same from Level 2 through Level 4, and higher levels of autonomy are unlocked through software and over-the-air updates rather than new hardware. The same platform supports driver assistance, robotaxis, shuttles, and delivery fleets, and it gains new capability over the vehicle's life.
NVIDIA Alpamayo is an open family for reasoning-based autonomous driving, including Vision Language Action models, frameworks, and datasets. Alpamayo VLA models process multi-camera video and driving context to generate both a trajectory and a chain-of-causation reasoning trace. Reasoning-based driving improves safety because the vehicle can work through rare situations it was never explicitly trained on, and the reasoning trace makes each decision transparent and auditable for safety validation.
Next Steps
Request a Consultation
Talk to an NVIDIA automotive specialist about taking your autonomous vehicle program from training to deployment on NVIDIA DRIVE.
Build on NVIDIA DRIVE
Use NVIDIA's open-source models, tools, frameworks, and datasets to take autonomous driving from idea to the road.
Stay Informed
Get the latest news on NVIDIA automotive technologies, breakthroughs, and more.