Skild AI just raised $1.4B to scale robotics foundation models.

SoftBank led the round. Valuation: $14B+. One of the largest robotics funding rounds ever.

What it is:
• Omni-bodied AI that controls any robot type
• One "brain" works across humanoids, quadrupeds, robotic arms
• No retraining needed for different robot bodies
• Already deployed in security, warehouses, manufacturing

How it happened:
• 2023: Founders left Carnegie Mellon with robotics research
• Built foundation model using human video data + physics simulations
• Secured early enterprise pilots (security patrols, warehouse inspection)
• Hit $30M revenue within months in 2025
• Attracted strategic investors: Samsung, LG, Schneider, Salesforce

Why this matters: Foundation models transformed language AI. Skild AI is doing the same for robotics. Instead of custom programming each robot, one AI adapts to any physical form.

The takeaway: Generalization beats specialization in AI. Build systems that work across use cases, not just one narrow application.

Source: VentureBurn

Brewed by Startup Beaker.