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Artificial Intelligence (AI) in Safety Standards-Based User Group (SBUG)

Navigate AI Adoption with Greater Clarity, Confidence and Insight

Artificial intelligence is rapidly reshaping workplace safety, operational decision-making and risk management. As organizations begin integrating AI into everyday processes, many are facing new questions around governance, transparency, oversight and workforce impact.

The Artificial Intelligence (AI) in Safety Standards-Based User Group (SBUG) brings together safety professionals, technology leaders, engineers and governance stakeholders to examine how AI is being applied in operational environments and what organizations need to implement it responsibly.

This is more than a discussion forum. It is a collaborative network focused on sharing implementation experience, identifying emerging risks and opportunities, and creating an ongoing exchange between operational practice, peer learning and evolving standards guidance.

Focus Areas

  • AI integration within workplace and safety operations
  • Governance, accountability and oversight considerations
  • Workforce impact and organizational readiness
  • Risk management and responsible implementation approaches
  • Practical frameworks and decision-support resources
  • Emerging technologies and changing industry expectations

Why SBUGs Are Different

Most AI conversations focus on future possibilities. This group focuses on how organizations are managing implementation in practice.

  • Built around operational experience and applied learning
  • Focused on responsible adoption and measurable organizational impact
  • Encourages ongoing knowledge exchange between practitioners and standards stakeholders
  • Designed to help organizations improve consistency, oversight and implementation readiness

How It Works

  1. Members Share Implementation Challenges

    Participants bring questions, lessons learned and practical concerns related to AI adoption and governance.

  2. Collaborative Working Sessions

    Facilitated discussions explore implementation approaches, organizational challenges and evolving practices.

  3. Shared Learning and Insight Development

    Common themes, emerging risks and successful approaches are identified and translated into practical guidance.

  4. Informing Future Practice and Guidance
    Insights generated through the group contribute to ongoing conversations around standards, governance and responsible implementation.

Led By a Nationally Recognized Expert

Arianna Howard, MS is co-founder and Managing Partner of Syncra Group, an EHS technology consulting and advisory firm specializing in helping organizations select, implement and optimize EHS technology. Her work spans process improvement, data strategy and responsible AI adoption, with advisory engagements serving both enterprise EHS teams and technology vendors across complex, high-risk industries including mining, manufacturing and utilities. Arianna is a founding member of the ASSP AI Task Force and brings 16 years of U.S. Army National Guard and Reserve leadership experience to her practice in organizational change and capability building.

What You Gain

Participation provides both practical resources and operational insight to support responsible AI adoption and governance.

Access & Resources

  • Four expert-led virtual sessions per year
  • Private discussion space for peer collaboration
  • Practical resources and implementation guidance
  • Cross-industry insight sharing and benchmarking discussions
  • Real-world examples and lessons learned from AI adoption efforts

Operational Benefits

  • Greater understanding of AI risks, governance challenges and organizational impacts
  • Improved alignment between AI initiatives and workplace objectives
  • Stronger implementation, oversight and accountability strategies
  • Practical approaches for integrating AI into workplace and safety-related processes
  • Perspectives from professionals applying AI technologies across industries
  • Early awareness of emerging practices, expectations and standards activity, with opportunities to contribute to their future direction

Who Should Join

Designed for professionals involved in AI implementation, governance, oversight and operational risk management, including:

  • Safety and risk professionals
  • Engineers and technology leaders
  • Compliance and legal professionals
  • AI governance and ethics stakeholders
  • Product owners and procurement teams

Join the AI in Safety SBUG

Connect with professionals working to make AI implementation more practical, transparent and effective across workplace environments.

Join as an Individual Practitioner

Join as an Organization or Sponsor

Bring your organization into the conversation.

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Areas of Interest

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