Humanoid Robot Safety Standards & CE Marking
Humanoid robot safety standards and CE marking for humanoid robots are critical topics at the Advanced Humanoid Forum 2027. Industry experts Dieter Faude, Christoph Ryll, and Mathias Entenmann address ISO 10218, ISO 13482, EU AI Act compliance, and Machinery Regulation 2023/1230 in this dedicated track.
Part of the humanoid robotics conference agenda, Munich · Jan 20-21, 2027
All H2 Discussion Topics
Each track is a dedicated H2 page under the main humanoid robotics conference agenda
Physical AI Validation
Sim-to-real transfer, real-time control, perception systems
View Discussion →Humanoid Robot Safety Standards & CE Marking
ISO 10218, ISO 13482, EU AI Act, Machinery Regulation 2023/1230
← You are hereIndustrial Humanoid Deployment
OEM systems, deployment data, ROI benchmarks
View Discussion →Embodied AI Real-World Testing
Automotive, logistics, manufacturing environments
View Discussion →Human-Robot Collaboration
Shared workspaces, intent recognition, dynamic risk assessment
View Discussion →German Robotics Benchmarking
CE marking, TÜV certification, machinery directive compliance
View Discussion →More H2 discussion topics will be added to the humanoid robotics conference agenda
Humanoid Robot Safety Standards & CE Marking Framework
A multi-layered regulatory framework applies to humanoid robots. This track at the Advanced Humanoid Forum navigates the complex landscape of humanoid robotics safety compliance.
CE Marking & Machinery Regulation
- EU Machinery Regulation (EU) 2023/1230 — Full application from 20 January 2027. Humanoid robots are classified as machinery and require conformity assessment.
- Key focus areas: Safe human-robot interaction, emergency stop mechanisms, autonomous and learning behavior handling, software-based control systems.
- Humanoid robot CE marking remains the central market access requirement for humanoid robots entering the European market.
EU AI Act
- Risk-based classification: Humanoid robots may be high-risk AI systems when used in the workplace, for biometric identification, or in safety-critical areas.
- Obligations include: Risk management system, technical documentation, logging, human oversight, post-market monitoring.
- High-risk compliance deadline: August 2027.
Key ISO Standards for Humanoid Robots
- ISO 10218-1/2:2025 — Industrial robot safety requirements. Revised 2025, now integrates collaborative operation provisions.
- ISO 13482 — Personal care robots. Currently under revision (2026). Addresses mobile, riding, and wearable robots.
- ISO/TS 15066 — Collaborative robot safety. Defines force and pressure limits for human contact.
- ISO 12100 — Risk assessment foundation. Risk assessment and risk mitigation for machinery.
- IEC 61508 / ISO 13849 — Functional safety standards for control systems.
- ANSI/RIA R15.08-1 — Industrial mobile robots. Uniquely silent on mobility principle and could include legged robots.
Humanoid robots with actively controlled stability are not adequately covered by current standards — dedicated standards are recognized as a market need. This is a central topic at the Advanced Humanoid Forum.
Stability: The Missing Standard
Humanoid robots are fundamentally different from conventional robots. Even with all joints braked and powered off, a humanoid is not necessarily in a safe state — it can become unbalanced and fall over. This creates unique challenges for humanoid robot safety standards and humanoid robotics safety compliance.
"There is a lack of standards that provide the tools needed to quantify the level of risk or validate the effectiveness of safety functions on actively-balancing robots. The entire burden of proving that the robots are safe enough is thus on the manufacturer of each robot."
— IEEE Humanoid Standards Development Report
Key issue: ISO 13482, ISO 10218, and other standards assume a statically stable base. None adequately address dynamically self-balancing robots. This creates a major gap for humanoid robot CE marking.
Stability-Related Hazards
- ⚠Loss of power — Any unexpected disturbance can cause the robot to topple over.
- ⚠Dynamic stability — Humanoids change their support polygon during normal operation (taking steps), creating unique hazard patterns.
- ⚠Manipulation effects — No safety standards directly address how manipulation affects stability. Losing power during manipulation could result in falling.
Current standard that considers dynamic stability: ANSI/RIA R15.08-1 is uniquely silent on mobility principle and could include legged robots.
What's Coming for Humanoid Robot Safety?
Critical deadlines for humanoid robot manufacturers and operators
EU Data Act Applies
Rules on data portability, interoperability, and contractual arrangements for connected products.
Product Liability Directive
EU directive 2024/2853 must be implemented at national level. AI-specific product liability expands to software and AI systems.
EU Machinery Regulation
EU 2023/1230 fully applies. Humanoid robots as machinery require conformity assessment and humanoid robot CE marking.
High-risk AI systems under the EU AI Act must comply by August 2027
Humanoid robots using AI for safety functions (e.g., fall prevention, collision avoidance) typically qualify as high-risk
Experts on Humanoid Robot Safety Standards & Compliance
Industry pioneers discussing humanoid robot safety standards, CE marking, and regulatory pathways at the Advanced Humanoid Forum.
Dieter Faude
cobot consulting
One of the first to install collaborative robots at Volkswagen. Expert in human-robot collaboration safety, ISO/TS 15066, and risk assessment for collaborative applications.
Christoph Ryll
Robotics Consulting GmbH
MSc in Mechatronics/Robotics with specialization in Human-Robot Collaboration. Author of "Analyse für eine sichere Mensch-Industrieroboter Interaktion." Expert in CE marking and machinery directive.
Organizations Driving Humanoid Robotics Safety Compliance
Risk Assessment for Humanoid Robots
According to Dieter Faude, every application needs a risk assessment. The normative framework is set by DIN EN ISO 10218 and ISO/TS 15066, with DIN EN ISO 13849 for machine control safety. This is central to humanoid robot CE marking.
10 Steps for Collaborative Robot Application
- Process definition (oiling, greasing, screwing, etc.)
- Determine if separating or non-separating protective devices are possible
- Define component weight and geometry
- Define gripping technology and gripper change systems
- Define parts supply and removal for the cobot
- Determine cycle time for the cobot
- Define working and axis ranges
- Define safety-related functions
- Select type and manufacturer
- Define operating mode
Three operating modes: Coexistence (separate workspaces), Cooperation (shared zones), Collaboration (direct interaction)
What Manufacturers Must Address
Biomechanical Limits
Collision measurements to determine biomechanical loads (force and pressure) are required. ISO/TS 15066 defines body-part-specific limits (e.g., face: 65N, back of hand: 140N).
Functional Safety
Safety-related control systems must follow IEC 61508 or ISO 13849. Speed monitoring, safe stop, and separation distance monitoring are critical.
Product Liability
The new EU Product Liability Directive extends liability to software and AI systems. Documentation, logging, and clearly defined responsibilities are essential.
Part of the Advanced Humanoid Forum Agenda
This is one of several H2 discussion topics at the humanoid robotics event 2027. Explore the full humanoid robotics conference agenda for more insights.