Skild AI hits $100M ARR 10 months after first deployment, argues robotics research must reward deployment over demos
deepakpathak · x · 2026-09-11
Skild AI co-founder Deepak Pathak published an essay, "The Hidden Pillar of Robotics Research is Deployment," announcing the company crossed $100 million in ARR just ten months after its first commercial deployment.
Key facts
- Scaled to 60+ paying customers across moving goods, deliveries, site inspection, security and food prep in warehouses, factories, and data centers
- Mobility accounts for 10% of revenue; Fetch solutions 4%
- Deploying the Skild Brain on dual-arm manipulators with NVIDIA and Foxconn
Core argument
- "If every change requires collecting a new dataset and another round of post-training, you're signing up to repeat that work for as long as the robot is deployed — this is not scalable."
- Adaptation cost is the right metric for generalization; minimize it through diversity
- "If demos are what a company rewards, demos are what people will work on. We chose to reward deployment."
Several robotics researchers (Sequoia, Wulfmeier, etc.) amplified the thesis that deployment cannot be left until the end.
Related event: Skild AI Hits $100M ARR Just 10 Months After First Deployment(36 posts)→
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