The primary barrier to AI adoption in large companies is not technological but organizational. Success depends on understanding the 'real' org chart—the informal network of influencers who control data and approve projects, which often differs from the official hierarchy.

To map the shadow org chart, avoid direct questions about power. Instead, ask simple, disarming questions about relationships, like 'Do they get along?' or 'Who does he bounce ideas off of?'. These seemingly basic queries reveal crucial political insights and influence paths.

The org chart is a poor guide to real power. To identify true influencers, observe who sways key decisions and who others look to during disagreements. The most skilled operators then analyze who has the ear of *that* influential person in a "chain analysis."

Formal board meetings are often performative. The true direction is set in informal discussions dominated by the largest shareholder and the board member with the most gravitas, not by the entire group.

Instead of just asking about stakeholders, physically get your champion in front of a whiteboard (or a virtual equivalent) to draw the org chart. This visual process prompts them to reveal crucial details about influence, priorities, and political dynamics you wouldn't otherwise get.

Instead of identifying who is "best" at a task, managers should focus on who "keeps getting asked" to do it. This question reveals critical but informal roles, hidden dependencies, and employees burdened by the "competence tax."

Building influence requires a strategic approach. Actively survey your professional relationships, identify where you lack connections with stakeholders, and methodically invest time in building alliances with leaders who can advocate for your ideas when you're not in the room.

Create your best guess of a prospect's org chart in a visual tool like Miro, then screen-share it with your champion. Ask them to correct it live. This collaborative exercise helps uncover the 'power base'—the invisible political structure and key influencers who hold sway regardless of their official title.

To find the true influencer, ask how a low-level problem affects high-level business goals (e.g., company growth). The person who can connect these dots, regardless of their title, holds the real power in the decision-making process. They are the one paid to connect daily actions to strategic objectives.