Config raises $27M seed at $200M+ valuation for robotics data layer

Config raises $27M seed at $200M+ valuation for robotics data layer

Config, a startup building a data layer for robotics foundation models, has raised a $27 million seed round at a valuation exceeding $200 million. The round was led by Samsung, signaling strategic interest from a hardware giant in the robotics AI stack.

The investment underscores a recurring pattern in the robotics segment: the emergence of infrastructure companies that abstract away data collection and curation for robot learning. As foundation models for physical AI demand massive, high-quality datasets, Config's data layer plays a role similar to that of Scale AI in the broader AI training ecosystem. The involvement of Samsung points to hyperscaler-distribution potential, where hardware manufacturers seek to control the data pipeline for their robot platforms.

This round is relatively large for a seed-stage robotics startup, reflecting investor conviction that data infrastructure, not just hardware, is a critical bottleneck in physical AI. The $200M+ valuation suggests Config is filling a role analogous to Weights & Biases or Scale AI for the robotics domain. The capital likely positions the company to secure exclusivity with key robotics labs, reinforcing a data moat that compounds as more training runs use its platform.

#Robotics #DataInfrastructure #SeedFunding #PhysicalAI #FoundationModels #Samsung