Launching 2027
Safety certification services are currently in development. The Multi-Agent Safety Standards framework is being validated with industry partners. We expect to offer commercial certifications in Q2 2027.
What We Will Certify
Third-party safety assessment for humanoid robots and Vision-Language-Action (VLA) systems operating in human environments. Certification validates adversarial robustness, multi-agent safety, and failure recovery capabilities against evidence-based standards.
Certification Framework
Adversarial Robustness
- Grounded in a 141,691-prompt jailbreak corpus across 231+ models
- VLA-specific attack scenarios (visual adversarial patches, action-space perturbation)
- Multi-turn interaction resilience testing
- Quantified success rate thresholds by severity class
Multi-Agent Safety
- Environment shaping resistance
- Delegation cascade failure modes
- Narrative erosion detection capabilities
- Inter-agent trust calibration
Failure Recovery
- Human intervention mechanisms
- Graceful degradation paths
- Reentry support after adversarial input
- Logging and audit trail completeness
Regulatory Alignment
- Australia VAISS Guardrail 4 compliance (pre-deployment testing)
- EU AI Act Article 9 compliance evidence
- NIST AI RMF function mapping
- ISO/IEC 42001 control coverage
- NSW WHS Digital Work Systems Act alignment
- Insurer risk assessment compatibility
Certification Levels
Three-tier system (Bronze/Silver/Gold) based on adversarial success rate thresholds, recovery capability maturity, and audit evidence completeness. Certification is valid for 12 months and requires annual re-assessment.
Target Market
- Humanoid robot manufacturers deploying in commercial settings (warehouses, retail, hospitality)
- Home robot companies requiring consumer safety validation
- Multi-agent AI platform providers (agent orchestration frameworks, autonomous research teams)
- Organizations seeking insurer-recognized safety credentials
Development Partners
We are seeking 3-5 design partners to validate the certification framework. Partners receive free pilot certification and ongoing consultation in exchange for feedback on standards development.
Updates
Framework development updates are published in the policy brief series. Subscribe to the blog for monthly progress reports.