Peanut Robotics :: AI-Powered Cleaning Robots for Commercial & Industrial Environments

Peanut Robotics is a San Francisco Bay Area-based robotics startup developing general-purpose AI-powered cleaning robots for commercial and industrial environments. Founded with a focus on practical, deployable robotics, the company aims to create cost-effective, safe, and efficient alternatives to both manual labor and more expensive humanoid robots. Their robots are designed as intelligent teammates that integrate seamlessly into existing cleaning workflows in hotels, corporate offices, restaurants, airports, and other large facilities.

Peanut Robotics emphasizes transformer and LLM-based AI models that allow the robots to adapt, learn, and improve over time through real-world operation. The platform collects continuous data during cleaning tasks, driving ongoing enhancements in speed, quality, and decision-making. The robots operate autonomously 24/7, with self-monitoring, intelligent navigation, and the ability to handle dynamic environments.

Key robot-based product:

• Peanut Robot: A capable, lower-cost autonomous cleaning robot optimized for commercial floor cleaning. It performs sweeping, scrubbing, and related tasks with high efficiency. The system is described as safer and faster than humanoid alternatives while being ready for immediate commercial deployment. It has already accumulated over 13,000 hours of real-world cleaning experience across 25+ distinct sites. The robot uses advanced AI for semantic understanding, obstacle avoidance, path optimization, and adaptive behavior, making it suitable as a “beachhead” application in the $300+ billion global cleaning industry.

The company highlights that commercial floor cleaning robots currently address only about 10% of the market opportunity, positioning Peanut as a scalable solution that can significantly expand automation in this sector. Peanut Robotics focuses on practical deployment, reliability, and human-robot collaboration rather than speculative general-purpose robotics.