Robotics evidence guide · automated editorial preparation, not expert review

Evaluate access to the whole assistance workflow

Accessibility includes starting, understanding, pausing and recovering a task—not merely reaching an object. Evaluate the interface and workflow with the people for whom the assistance is intended.

Evidence and interpretation

Maha proposes a robotics-specific evaluation worksheet, not an accessibility certification. The AI risk framework’s broad attention to individuals motivates the question but does not supply the criteria below. Record assumptions about hearing, vision, speech, movement and attention rather than treating a single interaction style as universal. A voice-only initiation method and a visually signalled failure may exclude different people. Describe which alternatives were actually assessed and which remain design intentions.

Proposed evidence workflow

  1. List each interaction needed to initiate, monitor, decline and end assistance.
  2. Document interface alternatives and participant-defined success criteria without collecting unnecessary personal details.
  3. Report barriers and untested user groups separately from mechanical task success.

Worked illustration

A hypothetical transfer can be requested by speech but not cancelled without touching a distant screen. The object movement may pass its task test while the cancellation workflow remains unsuitable for the intended user. Both findings belong in the report.

Limits

No accessibility standard conformance or participant evaluation is claimed. This is not clinical advice or a prescription for physical robot controls.

Sources and review

NIST AI Risk Management Framework

Locator: Overview of the AI RMF

The framework is voluntary and addresses risk considerations across AI design, development, use and evaluation.

Boundary: This overview does not determine applicable law, certify robots or validate Maha workflows.

Inspection and reuse basis

Selected sections inspected 2026-09-15. Original explanation and link only; no framework text redistributed. This is not independent expert review of this article.

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