Covariant vs Skild AI

Skild AI has a disclosed valuation of $14B, while Covariant's valuation is not publicly available, making a direct size comparison difficult. Skild AI employs 75 people.

Skild AI has raised more in total funding at $1.9B, compared to Covariant's $222M — a gap of $1.7B.

Skild AI holds the higher Awaira Score at 90/100, compared to Covariant's 70/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 20-point gap that reflects meaningful differences in scale or traction.

Covariant was founded by Pieter Abbeel in 2017. Skild AI was founded by Deepak Pathak in 2023. Visit each company's profile on Awaira for a full founder biography.

Covariant: Covariant builds an AI robotic picking and automation platform that enables warehouse and fulfillment robots to handle the enormous variety of product shapes, sizes, and packaging types encountered in real-world logistics operations. The platform is built on RFM-1, a foundation model for robotics trained on one of the largest robotics datasets ever assembled, enabling generalized manipulation capabilities across new product types without task-specific retraining.\n\nThe company raised approximately 222 million USD and has deployed its AI in warehouse environments at major retailers and logistics operators in North America and Europe, with robots handling millions of picks per day across diverse SKU catalogs. Covariant was founded by researchers from UC Berkeley with foundational backgrounds in deep reinforcement learning for robotic manipulation.\n\nIntelligent robotic picking remains one of the hardest unsolved problems in warehouse automation, as the combinatorial variety of product types encountered in e-commerce fulfillment exceeds what rule-based vision systems can handle reliably. Covariant approach of training a generalist manipulation model on large-scale real-world robotics data parallels the approach that made large language models broadly capable, and represents one of the most technically credible attempts to bring general robot AI to industrial deployment at scale. Skild AI: Skild AI is a robotics company founded in 2023 that develops artificial intelligence systems for autonomous robots. The company focuses on creating AI software that enables robots to perform complex, dexterous manipulation tasks in real-world environments. Skild AI's core technology centers on machine learning models designed to improve robotic perception, planning, and control capabilities, allowing robots to handle varied objects and adapt to dynamic conditions. The company operates in the growing intersection of AI and robotics, where demand for automation solutions continues to expand across manufacturing, logistics, and warehouse operations. Skild AI's approach emphasizes practical deployment of AI-powered robotic systems rather than theoretical research, positioning it within the applied robotics sector. As of its most recent funding round, Skild AI has raised $1.9 billion in total funding and holds a valuation of $14.0 billion, reflecting significant investor confidence in its market potential. The company operates at Series C stage, indicating maturation beyond early-stage development. Specific details about notable customers, deployed use cases, and competitive positioning relative to other robotics companies are not disclosed. The company's rapid valuation growth and substantial funding suggest strong market traction, though its exact revenue figures and growth trajectory remain proprietary information. Skild AI achieved a $14 billion valuation within one year of founding, indicating exceptional investor confidence in its robotics-AI technology platform.

Covariant was founded first in 2017, giving it 6 years of additional market experience. Skild AI was founded later in 2023. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Covariant has approximately 100-500 employees, while Skild AI has approximately 75. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, Covariant and Skild AI are direct competitors — both operate in the AI Robotics space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.