Automakers Back VAST Data to Boost Autonomous Training
The $30 billion infrastructure firm will help Hyundai and Kia streamline data storage for autonomous vehicle software.
Updated on Oct. 15, 2026 in Robotics
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Hyundai Motor and Kia have invested in VAST Data, a move tied to the use of VAST Data platforms by their autonomous mobility division, 42dot. The investment comes alongside a Series F funding round that pushed VAST Data to a valuation of $30 billion.
Why it matters
Automotive manufacturers are consolidating their software stacks to manage the massive data requirements of autonomous driving systems. This integration reduces storage infrastructure footprints while accelerating the development pipelines for assisted and autonomous vehicle technology.
By moving autonomous driving workloads onto a single data platform, 42dot achieved a 50% reduction in total storage needs. This system runs on NVIDIA infrastructure and supports cross-site data replication.
The players
Hyundai Motor
An automotive manufacturer currently scaling its autonomous mobility software capabilities.
42dot
An autonomous mobility division of Hyundai Motor and Kia focused on developing software for self-driving vehicles.
VAST Data
A provider of data infrastructure software that recently reached a $30 billion valuation.
NVIDIA
A designer of graphics processing units and data center infrastructure essential to modern AI and autonomous driving training.
The details
42dot uses the platform to synchronize autonomous vehicle software development, which requires massive datasets for training. The platform enables shared namespaces—a method of organizing files across distributed systems that allows multiple sites to access the same data pool. By running this on NVIDIA hardware, the company streamlines the training pipelines that power their assisted driving features.
Timeline
- 2026-10-15
Hyundai Motor and Kia invested in VAST Data.
The Tech Race
This investment aligns with a broader industry trend where automakers move away from fragmented data centers to integrated stacks. It places Hyundai and Kia in direct competition with other manufacturers attempting to gain speed by standardizing development on common AI infrastructure.
This development signals that vehicle manufacturers are prioritizing high-performance data management to accelerate their assisted driving features. While not a consumer-facing product launch, the technology informs the rate at which autonomous features are trained and refined.
The takeaway
The move underscores the critical role of storage efficiency in the race to build autonomous vehicles. Watch for future milestones from 42dot as they scale their training pipelines on this unified data architecture.
Further reading
For more on the hardware and software systems powering autonomous driving, see our Robotics coverage.
Source note: This article includes information reported by IT Brief Australia.
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