NEUROBATIC
Agile Hand · Dexterity R&D
A capable touch for useful work.
An R&D programme for vision-guided grasping, tactile feedback and adaptable manipulation. Applications include industrial picking, packaging, hospitality preparation, household assistance and research platforms.
Technical specification & validation
| Architecture | Compare five-finger and task-specific grippers; choose actuation, sensing and kinematics against a defined task. |
| Sensing | Evaluate fingertip contact, slip detection, wrist force/torque and vision fusion; document latency and sensor calibration. |
| Learning | Teleoperation demonstrations, simulation, policy learning and real-object testing; separate training objects from unseen evaluation objects. |
| Benchmarks | Measure grasp success, task completion, cycle time, damage, recovery, wear and intervention over repeated trials; publish protocols with results. |
| Integration | Modular mechanical/electrical interface and software adapter assessment. Degrees of freedom, payload and force limits remain hardware-selection outputs. |
Market potential & commercial scenarios
IFR records almost 250,000 professional service robots sold in 2025. This is an adjacent deployment market, not the market size of dexterous hands. A component scenario of 1,000 hand modules at an assumed US$5,000 per module yields US$5m hardware revenue; 10,000 modules yields US$50m. These scenarios exclude development costs, manufacturing yield, integration, warranty and recurring software revenue. Quantify addressable demand with OEM design wins and annual unit commitments.
R&D specifications are evaluation requirements, not certified product performance. Prototype, engineering validation and design-for-manufacture gates precede production commitments.
Global technology. Southeast Asian deployment.
Neurobatic welcomes robotics manufacturers, AI application developers, research teams and investors to discuss regional distribution, integration, pilots and supply for commercial, industrial and household use.