Roles and Membership

Core Roles

Effective AI Councils use a layered role structure rather than a flat committee. This pattern appears consistently across Microsoft, IBM, NCUA's data governance model, and Collibra's governance framework.

Executive Sponsor

• Who: A C-suite or senior executive (CTO, CDO, CISO, or equivalent)
• Responsibilities: Sets tone from the top, allocates budget and resources, accountable to the board, resolves escalations the council cannot, champions AI governance in leadership forums
• Time commitment: Monthly briefing + escalation availability

Council Chair

• Who: A senior leader with cross-functional credibility, often the head of AI, data, or responsible technology
• Responsibilities: Sets agendas, facilitates meetings, ensures decisions are recorded and communicated, manages the council's operating rhythm, represents the council to the executive sponsor and board
• Time commitment: 4–8 hours per week

Council Members

• Who: 6–10 cross-functional representatives. Typical seats include:
  • AI/ML engineering
  • Data science or analytics
  • Legal and compliance
  • Information security
  • Privacy / data protection
  • Ethics or responsible technology
  • Business operations (rotating based on use cases under review)
  • HR / people (for employee-facing AI)
• Responsibilities: Attend meetings, review cases assigned to them, contribute domain expertise, vote on decisions
• Time commitment: 2–4 hours per week (meeting + preparation)
• Term: 2-year terms with staggered rotation to maintain continuity

Advisory Specialists

• Who: Subject-matter experts called in for specific reviews (e.g., accessibility specialist, clinical expert, external ethicist)
• Responsibilities: Provide expert input on referred cases. No standing membership or voting rights.
• Time commitment: As needed

Champions

See Champion Networks for the full champion role definition and network design.

Membership Criteria

When selecting council members, prioritize:

1. Cross-functional representation: The council must reflect the breadth of AI's impact
2. Seniority to make decisions: Members should have authority to commit their function
3. Willingness to engage: Governance requires active participation, not passive attendance
4. Diversity of perspective: Include people who will challenge assumptions

Onboarding New Members

New council members should receive:

• A copy of the charter and principles
• The current AI inventory summary
• The last 3 months of meeting minutes and decision logs
• The intake and review templates
• A briefing from the chair or an experienced member