Introduction
Figure 03 places cameras in the palms and adds tactile sensing to the hand, changing what the robot can observe during close manipulation. Those features are documented, but public task videos still require control-mode and repeatability analysis. The Figure robot hand is a five-finger end-effector integrated with the Figure 03 humanoid and its Helix control system. Palm cameras provide viewpoints that remain close to the object during reaching and grasping. Tactile sensors provide contact information. Neither feature alone proves reliable autonomous manipulation. This article explains the mechanisms behind Figure robot hand, compares documented systems, separates real-robot evidence from claims and identifies the measurements that remain missing. The analysis treats kinematics, sensing, actuation and demonstrated task performance as separate layers. It avoids ranking hands by appearance or joint count alone.
Key findings
- The official product announcement documents palm cameras and a first-generation tactile system.
- Use head cameras for scene context and palm cameras for near-field geometry.
- Palm images can be blurred by motion, occluded by the object or affected by lighting.
- Industrial part placement and material handling.
- Exact hand DoF, actuator layout, tactile taxel count and independent durability data are not public.
Figure Robot Hand: Palm Cameras, Tactile Sensing and Helix — evidence comparison
The table records what each source establishes and keeps missing data visible.
| System or method | What the evidence establishes | Evidence class | Main unresolved point |
|---|---|---|---|
| Figure 03 hardware | The official product announcement documents palm cameras and a first-generation tactile system. | Officially documented | Exact hand DoF, actuator layout, tactile taxel count and independent durability data are not public. |
| Helix demonstrations | Figure has published autonomous manipulation demonstrations tied to its vision-language-action system; conditions and edited segments must be read carefully. | Company demonstration | Figure's production and sensitivity figures are company-reported. |
| BMW work | Figure reports production work at BMW, including part handling and thousands of operating hours, as company-reported deployment evidence. | Company-reported industrial evidence | Public videos do not expose every intervention, reset or failed trial. |
Rows use different experiments and should not be converted into an absolute ranking without a common protocol.
Evidence classification
- Officially documented: specifications, standards or project status stated by the responsible organization.
- Real-system evidence: demonstrations or deployments performed on physical hardware under described conditions.
- Company claim: a numerical or operational statement reported by the company and not independently audited.
- Simulation or research evidence: useful for mechanisms, but not proof of field deployment.
- Insufficient public evidence: control mode, trial count, version or operating conditions are missing.
Definition and design boundary
The Figure robot hand is a five-finger end-effector integrated with the Figure 03 humanoid and its Helix control system. Palm cameras provide viewpoints that remain close to the object during reaching and grasping. Tactile sensors provide contact information. Neither feature alone proves reliable autonomous manipulation. The scope used here excludes adjacent systems that share vocabulary with Figure robot hand but do not perform the same function.
How the hand architecture works
Use head cameras for scene context and palm cameras for near-field geometry. Fuse visual observations with joint state and tactile contact. Generate hand, wrist and arm actions through the robot policy. Maintain closed-loop correction as objects become occluded by the fingers. Measure recovery after missed grasps rather than only successful clips. Latency, calibration and safety limits can change the result even when the high-level model remains the same.
What public evidence shows
Figure 03 hardware: The official product announcement documents palm cameras and a first-generation tactile system. This is classified as officially documented. The classification records what the source establishes and leaves unstated fields as not publicly disclosed. It should not be extended to different robot versions, sites or tasks without new evidence.
Helix demonstrations: Figure has published autonomous manipulation demonstrations tied to its vision-language-action system; conditions and edited segments must be read carefully. This is classified as company demonstration. The classification records what the source establishes and leaves unstated fields as not publicly disclosed. It should not be extended to different robot versions, sites or tasks without new evidence.
BMW work: Figure reports production work at BMW, including part handling and thousands of operating hours, as company-reported deployment evidence. This is classified as company-reported industrial evidence. The classification records what the source establishes and leaves unstated fields as not publicly disclosed. It should not be extended to different robot versions, sites or tasks without new evidence.
How to compare dexterity claims
The review method for Figure robot hand follows the hardware, software and deployment evidence published by Figure AI, 1X Technologies, Figure 03. It checks contact-force range, tactile coverage, grasp success, tendon or gear life and service procedure and refuses to infer fleet scale, autonomy or reliability from a single edited demonstration.
Failure modes during manipulation
The main failure modes are concrete: Palm images can be blurred by motion, occluded by the object or affected by lighting. Tactile sensitivity claims do not specify full skin coverage or standardized test methods. A policy can fail after an object shifts outside training distributions. Cycle-time evidence from one task does not transfer to fine domestic manipulation.
Credible applications today
Credible applications include Industrial part placement and material handling, Bimanual household tasks demonstrated by Figure and Data collection for Helix and hand-eye coordination research. These applications should be described with the robot, task boundary, operator role and environmental constraints. Experimental capability, commercial availability and routine deployment are reported as separate statuses.
Questions buyers and researchers should ask
Limitations and missing information
- Exact hand DoF, actuator layout, tactile taxel count and independent durability data are not public.
- Figure's production and sensitivity figures are company-reported.
- Public videos do not expose every intervention, reset or failed trial.
- Specifications, prices, repositories and deployment status can change after publication.
- Benchmarks from different robots or environments are not directly comparable.
Conclusion
The strongest conclusion about Figure robot hand comes from the evidence boundary, not the most impressive clip. The official product announcement documents palm cameras and a first-generation tactile system. At the same time, exact hand dof, actuator layout, tactile taxel count and independent durability data are not public. Practical value is clearest in industrial part placement and material handling, bimanual household tasks demonstrated by figure.
Frequently asked questions
What does Figure robot hand mean?
The Figure robot hand is a five-finger end-effector integrated with the Figure 03 humanoid and its Helix control system. Palm cameras provide viewpoints that remain close to the object during reaching and grasping. Tactile sensors provide contact information. Neither feature alone proves reliable autonomous manipulation.
How should Figure robot hand be evaluated?
It is evaluated by recording Use head cameras for scene context and palm cameras for near-field geometry, Fuse visual observations with joint state and tactile contact, Generate hand, wrist and arm actions through the robot policy.
What real-world evidence is available?
Public evidence includes Figure 03 hardware, where the official product announcement documents palm cameras and a first-generation tactile system. It also includes Helix demonstrations, where figure has published autonomous manipulation demonstrations tied to its vision-language-action system; conditions and edited segments must be read carefully. Each result remains limited to the published robot, task and conditions.
What information is still missing?
The largest limitations are exact hand dof, actuator layout, tactile taxel count and independent durability data are not public, figure's production and sensitivity figures are company-reported, public videos do not expose every intervention, reset or failed trial.
Is the technology ready for practical use?
Current credible uses include industrial part placement and material handling, bimanual household tasks demonstrated by figure, data collection for helix and hand-eye coordination research. Readiness depends on repeated real-world performance, safety controls, human intervention, maintenance and cost. A single successful demonstration is insufficient evidence of routine deployment.
Sources and methodology
Sources for Figure robot hand were rechecked on July 23, 2026, beginning with Figure AI, 1X Technologies. Company figures stay attributed to the publisher, and values absent from the underlying record remain marked as undisclosed.
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Fact-check report
Verified: July 11, 2026
Confirmed
- The official product announcement documents palm cameras and a first-generation tactile system.
- Figure has published autonomous manipulation demonstrations tied to its vision-language-action system; conditions and edited segments must be read carefully.
Not confirmed or incomplete
- Exact hand DoF, actuator layout, tactile taxel count and independent durability data are not public.
- Figure's production and sensitivity figures are company-reported.
- Public videos do not expose every intervention, reset or failed trial.
Likely to change quickly
- Commercial availability, prices, model versions and software access.
- Deployment counts, company partnerships and repository maintenance status.
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