Who Sits on the AI Governance Team: A Quiet Representation Gap

As AI governance teams form, representation on them is thin and uneven, and workers are quietly adopting AI as a personal strategy to stay relevant.

This brief draws on a small advisory discussion among women leaders across industry about AI, governance, and the workforce. The clearest signal came from a facilitator who has repeatedly polled leadership groups: only about a third of organizations report having AI champion teams, and women make up roughly 20% of those teams. This points to AI governance bodies being formed with thin and unbalanced representation, even as they set the rules others must follow. Operators also disagreed sharply on whether gender disparity in AI roles exists at all. Some saw it plainly in their own workplaces; others had not encountered it. That split is itself useful: it warns leaders against trusting a single internal vantage point when assessing how equitably AI access is distributed. Finally, operators described a personal adoption strategy. They advised using AI to automate administrative work and routine reports, then freeing time for strategic thinking while emphasizing the human judgment AI cannot replace. The framing was defensive, a way to stay valuable rather than be displaced. For executives, the practical takeaways are concrete: confirm whether a formal AI governance team exists, track who sits on it, gather input across departments before declaring access equitable, and frame AI rollouts around augmentation to reduce fear and resistance among staff.