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🦾 Physical AI and Robotics March 29, 2026 12 min read

Human-robot interaction safety and UX design guide

Physical AI and Robotics Enterprise Guide 2026 SCALE D2C Physical AI and Robotics Enterprise Guide 2026

Human-robot interaction (HRI) safety and UX design determine whether deployed robots are productive assets or sources of employee anxiety, incident reports, and eventual decommissioning. As industrial robots, collaborative robots (cobots), and autonomous mobile robots (AMRs) become more prevalent in warehouses, factories, and healthcare settings, the engineering disciplines of safety system design and human-centred robot UX are as important as the robot's technical capabilities. This guide covers the safety standards, collaborative robot design principles, and UX patterns that make human-robot workplaces both safe and productive.

Safety Standards for HRI

StandardScopeKey Requirements
ISO 10218-1/2Industrial robot safety β€” design and integrationRisk assessment; safeguarding; collaborative operation modes
ISO/TS 15066Collaborative robot safety β€” specific to cobotsContact force/pressure limits; speed limits near humans; SSM and PFL modes
ISO 3691-4Industrial trucks (AMRs/AGVs)Pedestrian detection; emergency stop; warning signals; speed limits
IEC 62061Functional safety for machinerySafety Integrity Level (SIL) requirements for safety-critical control functions
ANSI/RIA R15.06US industrial robot safety (aligned to ISO)Risk assessment; safeguarding requirements for US compliance

Collaborative Robot Operating Modes (ISO/TS 15066)

πŸ›‘ Safety-Rated Monitored Stop (SRMS)
  • Robot stops when human enters collaborative workspace
  • Resumes when human leaves β€” simplest to implement
  • Lowest throughput β€” robot pauses for every human entry
βœ‹ Hand Guiding (HG)
  • Human directly guides robot while force sensor detects input
  • Used for teach pendant replacement in programming
  • Requires enable device; speed limited to 250mm/s
πŸ“ Speed and Separation Monitoring (SSM)
  • Robot slows as human approaches; speed proportional to separation
  • Sensor (3D camera, lidar) measures human-robot distance in real time
  • Best throughput for share-workspace collaboration
πŸ’ͺ Power and Force Limiting (PFL)
  • Contact allowed β€” robot limits force to safe threshold on contact
  • ISO/TS 15066 Annex A: body region-specific force limits
  • Enables true task sharing β€” human and robot at same workspace
135N
Maximum clamping force per ISO/TS 15066 Annex A for forearm contact β€” one of the most restrictive body-region limits, requiring low payload cobots or reduced-force operation modes when human forearm contact is possible
Risk Assessment
ISO 10218-2 requires a documented risk assessment for every collaborative robot installation β€” a legal requirement, not optional. Risk assessment identifies hazards, estimates risk level, and documents safeguarding measures. Required before any cobot or AMR goes into production in a human-occupied workspace
HRI UX
Human-robot interaction UX design β€” signal light arrays, predictable motion paths, deliberate pause/resume gestures, and clear visual workspace boundaries β€” reduces employee anxiety and incident rates by 40–60% in deployments that invest in UX vs "deploy and hope"
01
Safety Design
Risk Assessment and Safeguarding Selection

For every new robot installation: conduct ISO 10218-2 risk assessment before design finalisation. Identify: hazard zones (reach envelope, pinch points, end effector contact areas), personnel exposure (who is near the robot, how often, for how long), and potential harm severity and probability. Select safeguarding based on risk: fencing + light curtains for high-risk tasks, SSM for medium-risk collaborative work, PFL only for low-payload cobots with validated force profiles. Document all safeguarding decisions for CE/UL certification. Engage a certified robot safety engineer (TÜV-certified or equivalent) for the risk assessment.

ISO 10218-2 risk assessmentTÜV-certified engineerDocumented safeguarding
Robot Safety and HRI Design

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