3.1 Market Limits

The robotics industry is on a steep growth trajectory, yet its progress is constrained by systemic limitations. Current robotics services and AI agents are locked into proprietary ecosystems such as Amazon Robotics, DJI, or Boston Dynamics, each building their own closed-loop environments. While this has allowed rapid innovation in isolated domains, it fragments the market and prevents interoperability across systems.

Robotics remains an expensive field. Designing, building, and deploying robots requires specialized hardware, high R&D costs, and domain-specific expertise. This makes meaningful participation accessible only to well-capitalized corporations. Smaller innovators and individuals who could contribute useful models or robotic devices remain excluded.

Even when robots exist in the field, their capabilities are often underutilized. Owners cannot easily connect their machines to broader demand, leading to wasted idle capacity. Without open collaboration, robotics continues to evolve in silos rather than as a global ecosystem.