AI-Native Surgical Robotics
Pioneering the world's first physics-informed neural networks for soft tissue simulation — bridging the gap between artificial intelligence and surgical mastery.
Our Origin
In Michelangelo's Creation of Adam, two hands reach toward each other — bridging the divine and the mortal. Intelligence passing through touch.
This is our founding metaphor. The name Hands embodies the moment where artificial intelligence and human anatomy converge — where a robotic instrument, guided by physics-aware AI, moves with the dexterity and wisdom of a master surgeon's hand.
We believe the future of surgery is not about replacing surgeons — it is about giving them a new kind of hand: one that understands tissue mechanics, anticipates physiological responses, and acts with sub-millimeter precision.
Core Technologies
Three world-first breakthroughs that redefine what is computationally possible in surgical simulation and robot training.
World's First — Soft Tissue Simulation
Our Differentiable Physics-Constrained Graph Neural Network models soft tissue deformation with real-time accuracy. Trained on multi-modal surgical datasets, it predicts tissue response under tool contact with unprecedented fidelity.
World's First — Acoustic Physics World Model
The first neural model to jointly simulate acoustic wave propagation and mechanical tissue deformation. Enables real-time ultrasound-guided surgical planning and intraoperative haptic feedback from sound.
World's First — Multi-Physics Robot Training
MPWM unifies fluid dynamics, electrosurgical thermal modeling, and soft-body mechanics into a single differentiable simulation environment. Enables surgical robots to learn from physics — not just data.
Next-Gen Platform
A complete AI surgical ecosystem — from world-model training to first-in-human deployment.
Our robotic system natively integrates physics world models at 1000Hz inference, enabling real-time adaptive control that responds to tissue deformation, bleeding, and anatomical variance.
Over 10,000 hours of multi-modal surgical footage — encompassing video, kinematics, force/torque, acoustic, and tissue-property annotations across 47 procedure types.
Designated for Breakthrough Device by the FDA. Our safety architecture includes multi-layer redundancy, sub-100ms fail-safe mechanisms, and interpretable AI decision pathways.
Following 3,200+ cadaveric and ex-vivo validation procedures, our system is advancing toward first-in-human clinical trials in minimally invasive abdominal surgery.
Innovation Metrics
Our intellectual property portfolio reflects years of fundamental breakthroughs at the intersection of physics, AI, and surgical robotics.
Patents Granted
Across 14 countries
Patents Pending
Filed in 2023–2025
FDA Breakthrough
Device Designation
First-in-Human
Clinical Trial Pathway
Get In Touch
Or reach us directly at hello@handsrobotics.com