Separate commercial, limited, prototype and development stages.
Robot product dossier · 07
Figure Helix 02
Figure AI · Research and pilot programme / United States · Humanoid VLA system
Research / demonstrationCompany-reported whole-body autonomy demonstrationLast reviewed: 11 August 2026
Decision questionWhat does a visually impressive end-to-end autonomy demo prove—and what remains unknown?
07
FUURAA thesis
Helix 02 is evidence that Figure is integrating perception, language-conditioned control and whole-body action. Without independent repetitions, failure distributions and operating constraints, it remains a development signal rather than deployment proof.
Reading method
Do not ask only what the robot can do; ask how the whole system works, fails and recovers.
Inventory software, payloads, facilities and people beyond the robot.
Move from demos to repeated tests, field data and auditable records.
State what first-party reporting still cannot prove.
System and workflow map
Four interdependent layers turn a product name into real operating conditions.
Each layer explains its role and what procurement, research or deployment teams should watch.
Perception
The system interprets objects, spaces and task context from sensor input.
Task policy
A learned model maps instructions and observations to action sequences.
Whole-body control
Locomotion and manipulation must remain coordinated under contact and load.
Operational envelope
Deployment requires known environments, supervision and support processes.
Decision checklist
Five checks turn product interest into verifiable procurement, research or pilot questions.
Define the task, interfaces, safety and operations before requesting evidence that supports a decision.
- 01
Task fit
Translate the demo into a narrow task with explicit success and failure definitions.
- 02
Integration load
Identify sensing, compute, network, tooling and workflow dependencies.
- 03
Safety case
Require independent stopping, access control and recovery procedures.
- 04
Operating model
Estimate supervision, data collection, retraining and maintenance labour.
- 05
Evidence to request
Request repeated trials, intervention logs, unseen variants and failure taxonomy.
Scope boundaries
Product availability, a video demonstration or a commercial agreement each supports only bounded conclusions.
- 01
A curated video cannot reveal the frequency or distribution of failures.
- 02
End-to-end learning does not by itself establish safety, robustness or generality.
- 03
The demonstration does not establish commercial availability or customer operating results.
Sources and evidence status
Primary product material and independent evaluation context are kept distinct.
Dates, source identity, supported conclusions and reading boundaries remain reviewable.
01
Figure AI · 2026-01-27
↗02Figure Helix 02 — official product or programme source
A full-body visuomotor system reported to coordinate walking, manipulation and balance in a long-horizon kitchen task.
NIST · Accessed 2026-08-11
↗Performance of robotic systems
Supporting material used to calibrate evaluation method and scope boundaries.