Hyundai Motor and Kia are laying out a multiyear roadmap to convert their Korean production lines into software-defined factories where AI sets robot paths, inspects vehicle bodies, and orchestrates logistics, with autonomous operations targeted for 20321. ANALYSIS The timeline, the NVIDIA partnership, and the granularity of the intermediate milestones suggest the automakers view factory intelligence not as a bolt-on efficiency play but as a structural competitive advantage, one that compresses the gap between virtual validation and physical production.
Why it matters
Hyundai and Kia are building a factory architecture in which AI replaces manual robot programming, digital twins eliminate physical trial runs, and vision systems shift from outsourced to in-house. The company said it has relied on external solutions for more than 95% of the vision systems used at its domestic and overseas plants. The ambition is to make the factory itself a software product, updatable and testable before metal moves.
The big picture
At the E-Forest Tech Day 2026 event, running October 19–21 at the Uiwang Research Center, Hyundai Motor and Kia are showcasing more than 200 new manufacturing technologies developed by their Manufacturing Solutions Division and partner companies2. The demonstrations span digital twins, manufacturing AI, robotic automation, and in-house vision inspection.
A central exhibit is AI-driven welding-robot path generation. Each vehicle body requires paths for more than 1,700 welding points, a task previously handled by human "teaching". At the Uiwang center, robots identified welding positions and travel paths in a virtual space, adjusted their own paths and postures when errors were detected, and began work autonomously. Hyundai Motor plans to apply this technology to domestic plants starting next year.
The automakers are also developing virtual commissioning technology in collaboration with NVIDIA, using NVIDIA's GPUs and the robot simulation platform Isaac Sim to build digital-twin factories where new vehicle production processes are validated before physical equipment is modified. Hyundai and Kia plan to use this virtual commissioning approach to prepare for new vehicle production at their Ulsan electric vehicle plant.
Between the lines
Hyundai and Kia are developing sim-to-real technology using NVIDIA's Isaac Sim, meaning the digital-twin layer of their factory architecture runs on NVIDIA's simulation stack. ANALYSIS That positions NVIDIA as infrastructure provider not just for autonomous vehicles but for the factories that build them, extending the chipmaker's reach deeper into the automotive value chain.
The 2032 target for autonomous operations, paired with nearer-term deployments such as the AI welding-robot rollout to domestic plants next year, indicates an incremental deployment strategy rather than a single-leap transformation.
Hyundai and Kia are also developing two robot hand models, called "pinching" and "grasping," alongside robotic technology for weatherstrip installation using 3D vision, flexible grippers, and pressure sensors. The Hyundai Motor Group Innovation Center in Singapore is planned as a test bed for these manufacturing technologies. ◆ Using a smaller, dedicated facility as a proving ground before scaling to high-volume Korean plants mirrors the staged validation approach visible across the roadmap.
AI used at Hyundai Motor plants is replacing repetitive tasks previously performed by workers, with robots taking on "more complex and delicate operations than before". Before introducing a new vehicle model, engineers will validate the manufacturing process in a virtual space instead of modifying physical equipment; robots and equipment modeled in the digital factory will run simulations, and if collisions or process errors are detected, movements and work sequences will be adjusted before actual production begins. ◆ The shift redefines the factory worker's role from repetitive operator to process overseer, a transition that carries workforce implications for Hyundai and Kia's Korean plants.
What's next
The nearest milestone is the AI welding-robot deployment to domestic plants, targeted for next year. Choi Young-tae, head of the E-Forest Hyundai Motor and Kia Manufacturing Solutions Division Center, is overseeing the staged rollout toward the 2032 autonomous-operations target. The E-Forest Tech Day 2026 event opening October 19 will offer the first public look at how far the more than 200 technologies on display have progressed.