Mapping Influence vs. Authority

The org chart shows authority. The influence map shows who people actually listen to. These are not the same map. In AI adoption, the person who shapes opinion in the break room matters more than the person who approves the budget — because the person who approves the budget can mandate usage, but they cannot mandate genuine adoption.

Influence operates on trust and credibility. It is earned through demonstrated competence, shared identity, or sustained relationship. A peer who says "this changed how I work" is more persuasive than a VP who says "this is our strategic direction." Peer-level adoption advocacy is the mechanism by which Early Adopters convert Pragmatic Adopters.

Mapping informal influence requires direct observation: who do people consult before making decisions? Whose opinion is sought in team meetings? Who gets asked to weigh in on new initiatives? Whose objections are treated as substantive rather than dismissed? Influence maps are built from behavioral data, not from titles or org chart position.

Once you have the influence map, cross-reference it with adoption posture. High influence plus champion posture: invest heavily, make them visible, give them early access and public recognition. High influence plus skeptic posture: this is the most critical intervention target in the entire stakeholder map. A high-influence skeptic who converts becomes your most powerful advocate. A high-influence skeptic who stays skeptical shapes the majority of the organization.