Y Combinator Backed  ·  $12.5M Seed
Physical AI Infrastructure

Building the
Manipulate Anything
Robot

We build useful robots that solve real challenges in manufacturing, logistics, and beyond.

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We build robots to grasp anything, use any tools, and perform any physical tasks a human hand can do.

We're building the full stack for general manipulation: the hardware, the data infrastructure, and the learned policies. For factories, fulfillment centers, bio labs, and beyond.

Innovation First
Move Fast, Technically Fearless
Product & Mission Focused
Aggressively Optimistic
Dexterity, redefined.
21
Degrees of Freedom
27
Grasp Taxonomy Benchmark
1:1
Glove-to-Hand Mapping
Human
True Human Size
The Dexterity Deadlock

Locomotion is on a trajectory. Manipulation is stuck. The root cause is something the industry doesn't talk about enough: the gearbox.

Read: The Dexterity Deadlock →

The Problem

High-ratio gearboxes break sim-to-real transfer, destroy force transparency, and are the first thing to wear out. Standard grippers and under-actuated robot hands are not suitable for real factory scenarios that demand human-level dexterity.

Our Approach

We build a human-size, 21-DoF, QDD (Quasi-Direct Drive) robot hand with low gear ratio design. Co-designed with a matching data-collection glove, our system eliminates the embodiment gap, enabling high-quality data collection without slow teleoperation.

Advancing research at the frontier
amazon
NVIDIA
Carnegie Mellon
UC Berkeley
Penn
RLWRLD
Real momentum, real customers
$12.5M
Seed Round Closed
$250K+
Revenue in Weeks
$2.8M
Letters of Intent
7 Factories
Data Collection Contracts
Robot researchers at its core
Daniel and Ryan Xie presenting at YC Demo Day
Origami Robotics team with robot hand
Brothers & Co-Founders

A young, fearless team

Daniel and Ryan Xie are brothers who grew up building robots side by side. They've assembled a team of researchers and engineers from CMU, University of Michigan, Johns Hopkins, RPI, and UPenn. Young, technically fearless, and deeply mission-driven.

Their research backgrounds span two of the world's top robotics programs, and they've brought that academic rigor straight into building product.

Daniel Xie
Daniel (Quanting) Xie
Co-Founder & CTO
PhD, Robotics Institute, Carnegie Mellon University. His doctoral research focused on robot hand design, sim-to-real transfer, and dexterous manipulation, the exact technical foundations behind Origami's product. Previously manufacturing design engineer at Apple.
Ryan Xie
Ryan Xie
Co-Founder & CEO
University of Michigan, Robotics. Serial robotics entrepreneur who has built and shipped hardware products from zero to production. Deep operational experience in manufacturing, supply chain, and go-to-market for robotics hardware.
Y Combinator Backed  ·  $12.5M Seed

Join us in building
the future of manipulation

We're hiring engineers who want to solve the hardest unsolved problem in robotics.

Senior Mechanical Engineer
Full-time Shenzhen
Take our next-generation hardware from zero to production. We value product taste and bold, creative engineering.

About the Role

You'll work on the mechanical design of our next-generation robotics hardware, taking it from concept and prototyping through DFM and into mass production. You'll work closely with the founders and collaborate across firmware, controls, and manufacturing to make key engineering tradeoffs between performance, cost, and manufacturability. We care deeply about product taste: you should have strong opinions about what makes a great physical product.

What You'll Do

  • Own mechanical design of next-generation robotics hardware from concept to production
  • Own CAD, tolerance analysis, FEA simulation, and material selection for precision mechanisms
  • Drive DFM and collaborate directly with manufacturing partners in Shenzhen
  • Prototype rapidly, test rigorously, and iterate fast. We ship weekly
  • Make tradeoffs that balance engineering elegance with real-world manufacturability and cost

What We're Looking For

  • 5+ years of mechanical engineering experience, with at least one product taken from zero to mass production
  • Strong expertise in precision mechanism design, gear trains, miniature actuators, or robotic systems
  • Hands-on experience with CNC, injection molding, and sheet metal fabrication processes
  • Proficient in SolidWorks or equivalent; comfortable with FEA and thermal analysis
  • Product taste: you care about how things look, feel, and work as a whole, not just whether they meet spec
  • Bonus: bold, creative side projects or personal builds that show how you think
  • Experience working with Chinese manufacturing supply chains is a strong plus
Senior Actuator R&D Engineer
Full-time Shenzhen
Experienced in motor design and simulation. Push the boundaries of actuator performance for dexterous manipulation.

About the Role

You'll design and optimize the actuators at the heart of our robot hand: the custom QDD (Quasi-Direct Drive) motors that give our hand its unique force transparency and backdrivability. This is a deep R&D role where your motor design decisions directly shape what our robots can do in the real world.

What You'll Do

  • Design, simulate, and optimize custom BLDC motors and QDD actuator modules for miniaturized, high-torque-density applications
  • Perform electromagnetic FEA (e.g., JMAG, Ansys Maxwell, MotorCAD) to iterate on rotor/stator geometry, winding configurations, and thermal performance
  • Develop and validate actuator test benches to characterize torque, speed, efficiency, backdrivability, and thermal limits
  • Collaborate with mechanical and controls teams to co-optimize actuator integration into the hand assembly
  • Work with motor suppliers and winding houses to bring custom designs into production

What We're Looking For

  • 3+ years of experience in electric motor design, electromagnetic simulation, or actuator R&D
  • Strong understanding of BLDC motor physics, magnetic circuit design, and motor drive electronics
  • Proficient with electromagnetic simulation tools (JMAG, Ansys Maxwell, FEMM, or MotorCAD)
  • Experience with low gear-ratio or direct-drive actuators is a strong plus
  • Hands-on prototyping skills. You've wound coils, assembled motors, and characterized them on a bench
Manufacturing Engineer
Full-time Shenzhen
Experienced in product testing, manufacturing processes, and mass production. You've shipped real hardware at scale before.

About the Role

You'll own the manufacturing process for our robot hand and data-collection glove, from incoming quality control through assembly, testing, and final shipment. We're scaling from first batch to hundreds of units, and you'll build the processes and testing infrastructure to make that happen reliably.

What You'll Do

  • Develop and optimize assembly processes, work instructions, and fixtures for our robot hand production line
  • Design and implement end-of-line testing protocols: functional, electrical, and mechanical validation for every unit shipped
  • Own incoming quality inspection, supplier quality management, and root-cause analysis for production issues
  • Drive yield improvements and cycle time reductions through process data analysis and continuous improvement
  • Manage relationships with contract manufacturers and component suppliers in the Shenzhen ecosystem

What We're Looking For

  • 3+ years of manufacturing engineering experience with hands-on involvement in mass-produced hardware products
  • Experience with electromechanical assembly: motors, cables, PCBs, precision mechanisms
  • Strong understanding of manufacturing processes: CNC machining, injection molding, SMT assembly, cable harness fabrication
  • Familiarity with quality systems (IQC, IPQC, OQC) and statistical process control
  • Direct experience working with factories and suppliers in Shenzhen or the Greater Bay Area