Pittsburgh startup Skild AI made its first live public appearance at NVIDIA GTC 2026 this week, showing off what it calls a "robot brain" that can control any robotic hardware for any task โ€” with a single AI model.

The demo, shared live on the GTC floor, showed a dual-arm robot completing sub-millimeter precision assembly tasks autonomously. The footage captured the system working without human guidance on tasks that would typically require extensive per-task programming.

From Lab to Factory Floor

The bigger announcement came alongside the demo: Skild AI is deploying its Skild Brain on Foxconn's assembly lines in Houston, Texas โ€” the same lines that build NVIDIA's Blackwell GPU server systems. This marks what the company calls its first large-scale public deployment after years of smaller private rollouts in warehousing, construction, and inspection.

The "omni-bodied" design means one trained model can run across different robot types: dual-arm manipulators, humanoids, wheeled systems. Unlike traditional industrial robots that require expert programmers to configure each task manually, Skild Brain learns from data and improves continuously during deployment.

CEO Deepak Pathak described the moment: "We're shifting from programming tasks to building systems that continuously learn and improve, even during deployment."

Partners and Scale

Beyond Foxconn and NVIDIA, Skild also announced expanded deals with ABB Robotics, Universal Robots (UR), and Mobile Industrial Robots (MiR) โ€” three of the biggest names in industrial automation. Each deployment feeds the company's "data flywheel": more robots running the brain generates more real-world training data, which makes the model smarter, which accelerates further deployments.

Skild AI was founded in 2023 and raised $1.4 billion in January, putting its valuation above $14 billion. The Foxconn/NVIDIA deal is its most visible commercial test yet.