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A workplace risk assessment for a humanoid robot is a documented, task-by-task evaluation of how the robot, its tools, payloads, software, charging equipment and surrounding people can cause harm. Complete and approve it before commissioning, validate every safeguard on the actual robot and in the actual work area, and repeat the assessment whenever the task, layout, software, workforce or equipment changes.

There is no universal “humanoid robot safety” certificate or force limit that makes a deployment safe in every situation. OSHA says, “There are currently no specific OSHA standards for the robotics industry.” Use general machinery risk-assessment principles, applicable robot standards where their scope fits, national legal requirements and competent safety engineering for the specific operating envelope.

What the assessment must establish

The assessment should let a worker, supervisor, integrator or regulator answer five practical questions:

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  • What is the robot intended to do, and what foreseeable misuse could occur?
  • Who can be exposed during normal work, abnormal events, maintenance, charging or recovery?
  • What harm could result from contact, motion, falling, energy, software or human-factor failures?
  • Which controls reduce each risk, and what evidence proves those controls work?
  • What operating limits, inspections, training and change controls keep the residual risk acceptable?

Do not assess only a demonstration or the robot’s nominal task. Assess the complete system: robot body, hands, end effectors, carried items, batteries, chargers, networking, software, guarding, flooring, lighting, doors, stairs, vehicles, shelves and the people who share the space.

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Which standards apply to a humanoid robot?

Start by identifying the robot’s legal classification and intended application. A humanoid used in a factory, warehouse, laboratory, hospital or public-facing service may fall under different national machinery, workplace, electrical, fire, lifting, accessibility or product-safety rules.

OSHA and general machinery principles

OSHA states that it has no robotics-industry-specific standard. Its robotics guidance points employers toward ANSI/ISO 12100 for machinery risk assessment and risk reduction, ISO 10218-1 and ISO 10218-2 for industrial robots and integration, and ISO/TS 15066 for collaborative industrial robot systems.

Those references do not automatically make a mobile or service humanoid an industrial robot. OSHA notes that ISO 10218 does not apply to non-industrial robots, although its principles can still be useful. Apply the requirements that legally govern the deployment location, then document why a referenced standard is relevant or outside its scope.

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ISO 10218:2025

ISO 10218-1:2025 addresses the industrial robot as partly completed machinery, including inherently safe design, risk reduction and information for use. ISO 10218-2:2025 addresses integration and applications. ISO lists exclusions that include service and consumer robots, robots on mobile platforms, and robots intended to lift or transport people. Confirm the edition, adoption status and transition rules in the jurisdiction where the robot will operate.

ISO/TS 15066:2016

ISO describes ISO/TS 15066:2016 as specifying safety requirements for collaborative industrial robot systems and their work environment and supplementing ISO 10218-1 and ISO 10218-2. ISO says the edition was reviewed and confirmed in 2022. Its published scope is collaborative industrial robots, not non-industrial humanoids. Use its concepts only where they fit the application; do not claim that compliance proves a service, logistics, research or mobile humanoid is safe.

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NIST and task-based analysis

NIST’s task-based methodology treats safety as dependent on the work being performed, the tooling, the nature and duration of contact, and the pressures and forces transferred to a person. It describes evaluating a collaborative robot system offline during initial design and measuring functions such as human detection, tracking and speed-and-separation monitoring. These methods are useful for designing tests, but they do not replace a deployment-specific assessment.

Eight-step assessment process

  1. Define the intended use and boundaries. Record the robot model and version, software and firmware versions, hands and tools, maximum payload, operating speeds, battery type, charger, working hours, users, environment, task sequence and interfaces with other equipment. State what the robot is not allowed to do. Include reasonably foreseeable misuse, such as a person stepping into the work area, a worker handing over an unapproved object or a supervisor changing a speed setting.
  2. Break the work into tasks and operating modes. Include transport to the work area, navigation, manipulation, handover, idle and standby, startup, programming, teaching, recovery after a protective stop, maintenance, cleaning, charging, emergency response and decommissioning. For each mode, consider normal and abnormal conditions, communication loss, sensor failure, low battery, dropped loads, falls and human entry into the operating envelope.
  3. Identify every exposed person. List operators, maintenance staff, cleaners, contractors, visitors, delivery drivers and emergency responders. Account for differing height, reach, mobility, language, hearing, vision, experience and training. A detection system that works for an average standing adult may not detect a child, a person crouching under a shelf or someone lying after a fall.
  4. Map the operating envelope. Draw the robot’s arm reach, hand and foot paths, carried-load envelope, fall zone, stopping distance, charging area and walking routes. Mark pinch points at doors, shelves, conveyors and vehicles; collision paths with forklifts; stairs, ramps and uneven flooring; and locations where lighting, reflections or network coverage can degrade sensing.
  5. Estimate risk consistently. For each hazard, record the possible harm, severity, exposure frequency or duration, and probability or possibility of harm. Explain assumptions and uncertainty. Use a documented matrix or another approved method, and apply task-based analysis when people work close to the robot.
  6. Reduce risk in the required order. First change the design or task to remove hazards. Next use engineering safeguards such as speed and force limits, safe stops, barriers, monitored zones, separation monitoring, presence sensing, controlled access, load restraints and fall prevention. Use procedures, training, supervision and personal protective equipment only as supporting layers.
  7. Validate the safety functions. Test the actual robot, hands, tools, payloads, flooring, lighting, network and human traffic. Measure reaction time and stopping distance; detection coverage and failure behavior; contact force or pressure where relevant; emergency stops; restart prevention; battery and charging protections; and behavior after communication, sensor or software faults.
  8. Document, approve and maintain. Record safeguards, verification evidence, residual risks, operating limits, inspection intervals, training, emergency and rescue procedures, and a named owner for every control. Obtain approval before commissioning, then reassess after any material change, incident or near miss.

Build a complete task and mode inventory

A mode list prevents the common mistake of assessing only the robot’s productive cycle. Use a table like this as the starting point for interviews and observations.

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Task or mode Questions to answer Typical abnormal conditions
Transport and navigation What routes, speeds, clearances and crossings are allowed? Blocked route, person stepping out, vehicle crossing, slippery floor, loss of localization
Manipulation What objects, tools, grips, heights and forces are used? Unstable grasp, dropped load, unexpected resistance, sharp or hot item
Human handover How is intent signaled, and where must hands be placed? Ambiguous gesture, two people reaching, object pulled unexpectedly
Idle or standby Can joints, hands or balance systems move without a command? Unexpected wake-up, background software command, person entering envelope
Startup and programming Who can enable motion and change limits? Wrong program, stale configuration, unauthorized access
Protective-stop recovery Who checks the area and how is restart prevented? Person remains behind robot, load shifts, cause not understood
Maintenance and cleaning How are stored energy, batteries and elevated limbs controlled? Unexpected restart, trapped worker, chemical exposure
Charging Where does charging occur and how are people excluded? Damaged connector, overheating, incompatible charger, battery fault
Emergency response How is motion stopped and a person released? Fall, entrapment, fire, medical emergency, network outage

Identify hazards specific to humanoid form and mobility

Humanoid geometry creates more interaction points than a fenced industrial arm. Assess each body region, carried object and energy source rather than treating the robot as one hazard.

Contact and motion

  • Impact from arms, hands, knees, feet, torso or carried tools.
  • Crushing, shearing and pinching at joints, grippers, doors, shelves and fixtures.
  • Entanglement with clothing, hair, lanyards, cables or flexible materials.
  • Unexpected movement after a command, protective stop, software update or communication restoration.
  • Contact with sharp, hot, cold, abrasive, contaminated or chemically hazardous tools and payloads.

Balance, falls and dropped loads

  • Robot tip-over or dynamic balance failure during acceleration, turning, reaching or stair use.
  • Falls caused by ramps, uneven floors, thresholds, wet surfaces or debris.
  • Dropped or swinging loads, unstable grasps and objects released during a stop.
  • Collision with people, carts, forklifts, doors, shelves or other machinery.
  • Foot placement that blocks emergency egress or creates a trip hazard.

Energy, battery and environment

  • Electrical shock, arc, short circuit, battery damage, thermal runaway and charging fire.
  • Heat from batteries, motors, brakes, power electronics or carried tools.
  • Noise, vibration, glare, strobing indicators and alarms that interfere with communication.
  • Stored mechanical, electrical, pneumatic or hydraulic energy during maintenance.
  • Hazardous substances transferred by tools, payloads, leaks or cleaning processes.

Sensing, software and cybersecurity

  • Blind spots around the back, feet, hands, carried loads and low obstacles.
  • Degraded detection from darkness, glare, dust, reflective surfaces, occlusion or sensor contamination.
  • Loss of communications, time synchronization, localization or network quality.
  • Software faults, model errors, conflicting commands, unsafe restart and incorrect mode indication.
  • Cybersecurity events that alter motion, disable detection or cause loss of control.

Human factors and ergonomics

  • Over-trust in a human-shaped machine, leading workers to enter zones or bypass safeguards.
  • Distraction, fatigue, conflicting instructions or unclear visual, auditory and tactile signals.
  • Repetitive handovers, awkward reaches, manual recovery and lifting after a robot stop.
  • Insufficient language, accessibility or alarm support for workers and visitors.
  • Untrained contractors or visitors who do not recognize operating modes or exclusion zones.

Estimate and rank risk

Use one method across the project so that controls can be compared. A simple approach records severity, exposure and probability separately, then combines them under the organization’s approved scoring rules. Do not hide uncertainty inside a numerical score: explain what is unknown, how conservative the assumption is and what test will resolve it.

Record Example entry
Task and mode Worker receives a box from the robot during normal handover
Hazard Unexpected hand movement pinches worker’s fingers
Possible harm Finger injury or fracture
Exposure Every handover; two workers per shift
Initiating events Ambiguous gesture, sensor occlusion, unstable grip, software command
Existing controls Restricted handover pose, presence sensing, reduced speed, operator training
Evidence needed Detection test with occlusion, measured motion and contact performance, restart test
Residual risk and limits Handover only in marked zone; no two-person reach; stop work on sensor fault

For close collaboration, evaluate the nature and duration of possible contact, the body location involved, the robot’s speed and energy, and whether a person can withdraw. A low-speed movement can still cause serious harm if it traps a hand against a rigid surface. Conversely, a brief glancing contact in open space may have a different consequence. Record the physical geometry rather than relying on labels such as “cobot mode” or “safe speed.”

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Apply controls using the hierarchy of risk reduction

1. Eliminate or redesign the hazard

  • Change the task so the robot does not carry people, reach over workers or use a sharp tool near an unprotected person.
  • Move charging and maintenance out of pedestrian routes.
  • Use a fixture or conveyor instead of a human handover where practical.
  • Reduce payload mass, reach, speed, travel distance or task frequency at the design stage.

2. Add engineering safeguards

  • Use validated speed, force, torque and power limits appropriate to each task and body region.
  • Install physical barriers, guarded openings, interlocked gates and controlled-access doors where separation is required.
  • Use monitored zones, presence sensing and speed-and-separation monitoring with a defined safe response when detection fails.
  • Provide safety-rated stops, emergency stops, restart interlocks and clear mode indication.
  • Restrain tools and payloads; detect grasp loss; prevent loads from falling onto people.
  • Provide fall prevention, stable footing, anti-slip surfaces and routes that separate robots from vehicles.
  • Protect batteries and chargers with suitable enclosures, monitoring, ventilation, isolation and fire-response provisions.

3. Add administrative controls and PPE

  • Define approved tasks, speeds, payloads, tools, routes and environmental limits in written procedures.
  • Train operators to recognize modes, faults, exclusion zones, stop controls and recovery rules.
  • Require pre-use inspections and prohibit bypassing or defeating safeguards.
  • Use supervision, permits and controlled access for programming, maintenance and unusual loads.
  • Select PPE for the residual hazard, such as eye, hearing, foot, hand or chemical protection. PPE cannot compensate for an uncontrolled crushing or collision hazard.

Validate safeguards with representative worst cases

A safeguard is not validated by its presence on a specification sheet. Test the installed system with the actual robot version, hands, tools, payloads, floor, lighting, network and expected human traffic. Record the setup, acceptance criteria, instruments, measurement uncertainty, failed tests, corrective actions and re-test results.

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Stopping and reaction performance

  • Measure detection-to-stop reaction time and total stopping distance at every relevant speed, direction and payload.
  • Test on the most slippery or uneven permitted floor and with the highest permitted mass.
  • Check that a stop does not create a secondary hazard such as a falling load, loss of balance or blocked exit.

Human detection and separation

  • Test standing, crouching, kneeling and fallen people; different clothing; low-contrast backgrounds; and occlusion by shelves or payloads.
  • Check coverage around the feet, hands, rear body and carried objects.
  • Verify behavior when a sensor is dirty, misaligned, disconnected or reporting invalid data.
  • For speed-and-separation monitoring, measure the system’s detection and tracking performance and confirm the response before the minimum separation is breached.

Contact and pressure

Where contact is foreseeable, characterize the contact location, duration, surface, speed, force and pressure. Include rigid fixtures that can trap a body part, not just free-space contact. Do not substitute a generic published force value for a test of the actual geometry and task.

Stops, restart and fault response

  • Activate every emergency-stop device and verify that motion reaches the defined safe state.
  • Confirm that power restoration, network recovery or software restart cannot cause automatic motion.
  • Test protective-stop recovery with a person remaining in each plausible blind spot.
  • Verify clear fault indication, controlled reset authority and preservation of safe limits after reboot.

Battery and charging

  • Test charging with low battery, interrupted communication, connector removal, over-temperature and an abnormal but foreseeable connection.
  • Verify isolation, thermal monitoring, alarm response, ventilation and emergency shutdown.
  • Define who may handle a damaged battery and how a suspected thermal event is isolated and reported.

Prepare emergency, rescue and recovery procedures

An emergency procedure must work when the robot has fallen, a person is trapped, communications are unavailable or normal controls are inaccessible. Mark physical emergency-stop locations and provide a way to isolate energy without entering the hazard zone. Identify who calls emergency services, who controls access and who is authorized to move the robot.

  • For entrapment, stop and isolate energy, prevent restart, stabilize the robot and use an approved release method.
  • For a fall, keep people clear of the fall zone, assess battery and tool hazards, and use lifting or recovery equipment rated for the robot.
  • For fire or thermal events, follow the site fire plan and battery manufacturer’s emergency information; do not improvise handling of a damaged battery.
  • After any incident or near miss, preserve logs and settings, interview affected workers, identify failed assumptions and reassess before returning to service.

Involve workers before commissioning

OSHA says preparation and implementation of thorough risk assessments with workers are critical and recommends participation by affected workers. Operators and maintainers often know about shortcuts, visibility problems, awkward handovers, noise, congestion and recovery steps that a design review misses.

Conduct walk-throughs during normal and abnormal tasks. Include workers who clean, charge, program, supervise and respond to emergencies, not only the primary operator. Provide language and accessibility support, and verify competence with observed demonstrations rather than attendance alone.

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Document ownership and lifecycle governance

Assign a named owner for each safeguard and each recurring activity. The record should identify:

  • Robot, software, firmware, tool, payload and battery versions covered.
  • Approved operating envelope, speeds, loads, routes, lighting and floor conditions.
  • Hazards, risk estimates, assumptions, uncertainty and residual-risk decisions.
  • Safety functions, test methods, acceptance criteria, results and unresolved limitations.
  • Inspection, calibration, cleaning, maintenance and proof-test intervals.
  • Training requirements, authorized roles, emergency contacts and rescue equipment.
  • Owners for software changes, safeguard inspection, incident review and reassessment.

Trigger a formal review after any change to the task, layout, tool, payload, software, model, speed, sensor, firmware, network, workforce or adjacent equipment. Also review after an incident, near miss, new failure mode, repeated nuisance stop or change in applicable law. A configuration-management record should make it possible to prove which assessment and test results apply to the robot currently on the floor.

Compare deployment options by evidence, not appearance

If you are choosing between humanoid workcells or deployment designs, compare the complete task and operating envelope. Human-like shape is not a safety feature by itself.

Comparison axis Questions to ask
Task and payload envelope What loads, tools, reaches, heights, speeds and cycle times are validated?
Mobility and fall behavior How does the system handle ramps, thresholds, stairs, uneven floors and a loss of balance?
Contact control Which speed, force, torque and power limits are available per task, and how are they enforced?
Sensing and failure response What areas are detected, how is occlusion handled, and what happens when a sensor or network fails?
Stopping performance What reaction times and stopping distances were measured with the maximum permitted load and worst floor condition?
Guarding and separation Which tasks require barriers, monitored zones or controlled access?
Tool, payload and battery hazards How are sharp, hot, chemical, heavy or unstable items restrained and monitored?
Maintainability Can technicians isolate energy, recover a fallen unit and test safeguards without exposure?
Training burden What skills, language support, authorization and refresher training are required?
Evidence quality Are tests traceable to the installed configuration, with uncertainty and failed-test records?
Standards fit Which standards apply by scope, and which are only informative because the robot is non-industrial or mobile?
Residual risk What foreseeable misuse remains, and which operating limits make it tolerable?

Common assessment failures and corrections

Assessing only normal production

Failure: The review covers the programmed cycle but not startup, teaching, charging, recovery, cleaning or a fallen robot.
Correction: Use the complete mode inventory and observe each mode with the people who perform it.

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Calling a robot safe because it is slow

Failure: A low nominal speed is treated as proof that contact cannot injure someone.
Correction: Evaluate force, pressure, energy, trapping geometry, stopping distance and the specific body location involved.

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Relying on a generic standard without checking scope

Failure: Industrial collaborative-robot guidance is presented as a universal humanoid approval.
Correction: State the standard’s scope, identify exclusions and apply national requirements plus a task-specific assessment.

Testing the demo unit instead of the deployed configuration

Failure: Detection and stopping are tested with no payload, bright lighting and no traffic.
Correction: Test worst permitted payload, tools, floor, lighting, network conditions and representative human movement.

Leaving residual risk without an owner

Failure: The document lists precautions but does not say who inspects, trains, approves changes or stops work.
Correction: Assign a named owner and review date to every control and limitation.

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What is not established universally

No authoritative humanoid-specific workplace injury rate or universal force threshold establishes safe operation across all tasks. Human-robot interaction remains an identified knowledge gap, and the published scope of ISO/TS 15066 is limited to collaborative industrial robot systems. That uncertainty is a reason to improve the evidence for the particular deployment, not a reason to omit the assessment.

The defensible outcome is a signed, task-based record showing how hazards were identified, how controls were selected, how safeguards performed under representative worst cases, what residual risks remain and how the system will be monitored throughout its life.

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