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HD Hyundai Robotics and Palantir cut robot programming task time by 63% with AI agents
HD Hyundai Robotics and Palantir cut robot programming time by 63% since August, with average tasks falling from 21.5 to 7.9 days. The company expects programming costs to drop more than 50%.
HD Hyundai Robotics and Palantir Technologies have cut the time it takes to complete robot programming tasks by 63% since putting AI agents into their problem-solving process in August, the companies said. The average task now takes 7.9 days, down from 21.5 days, and HD Hyundai Robotics expects to reduce robot programming costs by more than 50%.
HD Hyundai Robotics CTO Ahn Sung-hwan delivered a keynote at Palantir's Sovereignty Bootcamp in New York on Nov. 1, where he laid out the company's strategy for deploying physical AI in industrial operations and shared results from the collaboration. The event centered on protecting corporate data and critical business information while exploring how AI can sharpen business competitiveness.
How the workflow changes
The partnership redesigns how robots get programmed. AI agents analyze existing robot programs and flag potential improvements, and on-site engineers then refine those suggestions using their own experience. The goal is to fold AI, simulation and engineering judgment into a single process rather than treating them as separate steps.
Under the new model, on-site engineers are trained as field solution specialists. They define the problem and use AI tools to implement the fix, a shift from the traditional division between programmers and the people working the floor. That redefinition of the engineer's role is central to how HD Hyundai Robotics plans to scale physical AI across its operations.
"We will identify opportunities to solve on-site problems quickly and effectively and expand the scope of business applications," Ahn said.
Executive oversight and next steps
The two companies will hold regular steering committee meetings with senior executives to set the direction and priorities of the collaboration. They also plan to keep identifying use cases that can deliver measurable results.
Palantir's ties to the Hyundai group go back to 2021, when it made a 24 billion won equity investment in HD Hyundai Oilbank. In January, it signed a software supply agreement worth hundreds of millions of dollars with HD Hyundai to support data-driven decision-making.
"We are focusing our collaboration on projects that can deliver measurable results in a short period," said Ryan Taylor, chief revenue officer of Palantir. "We will help HD Hyundai Robotics leverage its accumulated experience to secure a competitive advantage."
Why this matters for operations and engineering teams
The 63% time reduction is the number to watch. It shows AI agents handling the first pass of analysis on existing programs, with engineers applying judgment on top - a division of labor that operations leaders in any capital-intensive business can copy. Teams weighing similar rollouts can start with AI Agent Courses to understand where agents fit in a workflow, and AI for Operations Courses for the process side. The steering committee structure is also worth noting: senior executives review progress on a fixed schedule, which keeps a pilot from drifting once the initial results fade.