Hardware Head Agnostic
AI brain for humanoids

Physics-aware intelligence for real-world robots

About us

Humanoids will matter when they stop being demos and start being a labor multiplier, turning one person into a supervisor of many physical workers. The biggest impact comes from owning the “last mile” of reality: the messy, repetitive actions that drain human time across homes, healthcare, warehouses, and delivery. If we get this right, society doesn’t just get automation — it gets more capacity without more burnout.

We’re building the physics-aware intelligence that enables robots to navigate and interact in the real world. A hardware-agnostic AI brain that can run on many bodies, not one. It’s open source by design, so progress compounds across the ecosystem. As humanoid hardware becomes affordable, intelligence becomes the bottleneck — and that’s what we’re building.

This future isn't a distant fantasy. The robotics industry is advancing at a breathtaking pace, and the market is set to drive hardware costs down rapidly. We project that within the next three years, the cost of a sophisticated humanoid will naturally fall. As the price point for a fully functional unit drops to around $10,000, or even a budget version to $5,000, the question won't be about affordability — it will be about capability.

Unsupervized's role is to ensure that capability is delivered with delight.

We are focused on driving the mass adoption of humanoid robotics by solving the human side of the equation. We are rejecting the notion of building the 'next big thing' in isolated labs. Unsupervized is taking a different path: we are building intimately with our users. We believe that true adoption happens only when technology deeply understands what matters to the people using it. By staying closest to the users from day one, we are obsessively focused on how you want to experience help in your home. So when these robots arrive, they don't just perform tasks; they fit seamlessly into your life.

Team

We are a multidisciplinary team with background in AI, Physics and Audience Behavior Design.

Founders

Backed by

Character Capital

We are building the AI brain for Cotton

Cotton loading dishwasher

OUR thesis

The next generation of humanoid robots will transcend simple physical imitation to become the central nervous system of the modern household, leveraging API-based interconnectivity to manage tools and smart home appliances with superhuman efficiency. Unlike human caretakers, these autonomous agents will command a bird’s-eye view of domestic logistics backed by infinite memory and precise execution, fostering a level of reliability and trust that will eventually surpass that of human counterparts.

Widespread deployment is underpinned by a looming economic shift. The cost of high-quality humanoid hardware will dramatically plummet. We project this cost to reach $5,000 within the next three years. Manufacturing efficiencies and scale drive this rapid democratization. The robot will transform from an expensive curiosity into an affordable household commodity.

The intelligence driving these agents will evolve significantly. The training methodology is shifting away from labor-intensive teleoperation data. Future humanoids will instead achieve skill mastery through passive, observational learning. They will learn from vast libraries of human video data. This capacity is amplified by zero-shot learning capabilities. This enables the robots to execute entirely novel tasks without explicit prior instruction.

Build with us

If you are excited to build at the frontier of Robotics and AI, we are looking for you.

At Unsupervized, you don't just contribute—you shape the unseen future. This is a rare opportunity to move beyond existing roadmaps, to imagine what needs to be built and execute at god speed.

Unsupervized Cofounders With Character Capital