Champion Networks

Why Champions Matter

A council that operates only as a central committee will either become a bottleneck or lose touch with how AI is actually being built and used. Champions solve this by embedding governance awareness directly into delivery teams.

The champion pattern is well-proven in adjacent domains:

• Security. OWASP's Security Champions Guide recommends assigning a security champion in each development team with dedicated time, training, and periodic briefings.
• Responsible AI. Microsoft and IBM both use champion networks as a core part of their AI governance operating models.
• Data governance. Collibra's model includes data stewards as the operational link between central governance and business units.

The Champion Role

An AI Champion is a team member (not a full-time governance role) who:

• Acts as first point of contact for AI governance questions in their team
• Helps colleagues complete intake forms and self-assessments
• Routes complex or high-risk cases to the council or specialist reviewers
• Shares council decisions, policy updates, and lessons learned back to their team
• Flags emerging risks, near-misses, or concerns early

Building the Network

1. Identify and recruit

Look for people who are already informally advising on AI use in their teams. Prioritize volunteers over appointees. Champions need genuine interest, not just a title.

2. Define the time commitment

Champions need dedicated time (OWASP recommends this explicitly). A typical commitment is 2–4 hours per week, depending on team AI activity.

3. Train and equip

Provide champions with:

• The organization's AI policy and risk-tiering criteria
• Intake and self-assessment templates
• Access to the council's decision log and FAQ
• A communication channel (e.g., Slack/Teams channel) for questions and peer support

4. Maintain the community

• Hold monthly champion briefings (30 minutes) to share updates, discuss difficult cases, and gather feedback
• Rotate champions periodically to spread knowledge and prevent burnout
• Recognize champion contributions in performance reviews

Champions in the Routing Model

Champions play a key role in the risk-based routing system:

• Tier 1 (Low risk). Champion confirms the team's self-assessment and approves.
• Tier 2 (Medium risk). Champion reviews the assessment and may approve or escalate.
• Tier 3+ (High risk). Champion ensures the assessment is complete, then routes to the council.