The Task Execution Agent for
RoboShine enables humanoids to excel at any specific service job in any setting.
RoboShine enables humanoids to excel at any specific service job in any setting.
Current humanoid deployments excel at tactical execution but lack sophisticated strategic orchestration
Robots perform actions but lack contextual understanding and adaptive planning for complex scenarios
Generic training doesn't account for specific facility layouts, obstacles, and spatial constraints
Vertical-specific expertise (cleaning, hospitality, healthcare) requires specialized reasoning chains
Achieving best ROI requires minimal human support with maximum task completion efficiency
Discover how RoboShine enables vertical-specific task execution through Chain of Thought reasoning and Spatial AI
Floor plans, task requirements, environmental constraints
World models • Chain of Thought • Spatial AI
Task-specific guidance at client location
From environment capture to validated execution
Domain-specific expertise for optimal performance and ROI
We assess task requirements and environmental specifics to create a detailed execution plan.
Leveraging proprietary methods and Omniverse infrastructure for physics-accurate simulation and deployment
Addressing strategic intelligence gaps, while taking into account the capabilities and limitations of each humanoid model.
From task execution to strategic intelligence
RoboShine provides task-specific and location-specific strategic intelligence through Chain of Thought reasoning, trained on your exact facility layout using digital twins. Unlike generic VLA models, we deliver contextual planning optimized for your operational domain and physical environment.
We start with commercial cleaning (restroom sanitization, cafeteria cleaning, facility maintenance) and expand to hospitality, healthcare, property management, and general facility maintenance. Each vertical receives specialized training data and task-specific reasoning chains.
RoboShine dramatically reduces deployment time through automated task and location analysis. What traditionally takes months of work- takes days with our pipeline. Humanoids arrive already familiar with your environment layout.
No. RoboShine adapts to your existing facility. We create digital twins from your floor plans, photos, or CAD documentation, then train humanoids on your specific environment topology before deployment.