Semi Context

Audience

Manufacturers and logistics operators

Humanoid workplace tasks

Deployment Status: Production work in a Toyota North American plant since February 2026
Target Environments: Manufacturing and logistics
Demonstrated Workflows: Machine tending; tool setting; parts kitting; assembly
Learning Stack: Large Behavior Models that learn tasks and improve through real-world practice
System Scope: Walden-built hardware, software, Physical AI and application layer
Collaboration Model: Works alongside people in manufacturing and logistics production environments
Learning Method: Large Behavior Models that learn new tasks and improve through real-world practice
Deployment Customer: Production deployment at a Toyota plant in North America
Target Industries: Automotive, aerospace, semiconductors, electronics, logistics and life sciences
Platform Origin: Built on research from Toyota Research Institute; Walden launched independently in January 2026