A 20-person AI agency in Chicago was pursuing a $225K deal with a $1.5B retail company. The agency's main contact was the Director of Supply Chain Analytics — a sharp, ambitious mid-level leader who saw AI-powered demand forecasting as both a business win and a career accelerator. The agency invested heavily in this relationship, providing the director with ROI analyses, competitive intelligence, executive summaries, and presentation materials she could use internally. When procurement pushed back on pricing, the director argued the business case to her VP. When the CTO questioned the technical approach, the director arranged a technical deep-dive. When the CFO asked for additional justification, the director presented the financial model the agency had built for her. The deal closed in 11 weeks — fast for enterprise. When asked why, the director said, "I wanted this to succeed as much as the agency did. They gave me everything I needed to make it happen."
Behind every enterprise AI deal that closes is an internal champion — a person inside the client organization who wants the deal to happen and works to make it happen. Champions navigate politics, overcome objections, build consensus, and push through procurement. Without a champion, enterprise deals stall and die. With a strong champion, deals that seem impossible find a way through. Champion development is the most underleveraged skill in AI agency sales.
Understanding Champions
What Makes a Champion
A champion is not simply someone who likes your agency or thinks AI is a good idea. A champion is someone who:
Has personal motivation. They benefit directly from the AI initiative — it advances their career, strengthens their position, solves a problem they are accountable for, or delivers results that make them look good.
Has organizational influence. They can get meetings with decision-makers, influence budget allocation, and navigate internal politics. They do not need to be the most senior person, but they need to be respected and connected.
Is willing to spend political capital. Championing a vendor requires staking personal reputation. A true champion is willing to put their credibility on the line because they believe in the outcome.
Has access to information. They can tell you what is really happening inside the organization — budget status, competitive evaluations, internal politics, stakeholder concerns, and decision timelines.
Is responsive and engaged. They return your calls, attend meetings, provide feedback on proposals, and actively participate in the sales process.
Champion vs. Coach vs. Supporter
Champion: Actively sells for you internally. Spends political capital. Takes personal risk on the outcome. Makes things happen.
Coach: Provides information and guidance about the organization, its processes, and its politics. May not actively advocate for you but helps you navigate.
Supporter: Likes your approach and will say positive things if asked but will not proactively drive the deal forward.
You need a champion. A coach is helpful. A supporter is nice but will not close deals.
Identifying Potential Champions
Characteristics to Look For
Career ambition aligned with AI. The most motivated champions are people whose career trajectory is advanced by AI success. A Director who wants to become VP, a VP who wants to demonstrate transformation leadership, or a new hire who needs to prove their value.
Ownership of the problem. The person who is accountable for the business outcome that AI addresses has the strongest motivation to champion the deal. The VP of Operations who is responsible for production efficiency has more motivation than the CTO who has a broad technology portfolio.
Organizational tenure and credibility. Champions need enough tenure to have built relationships and enough credibility to be taken seriously. A new hire may be motivated but lack the organizational capital to champion effectively.
Communication skills. Your champion will need to present the AI business case to executives, explain the technical approach to skeptics, and negotiate with procurement. They need to be articulate and persuasive.
Political savvy. Your champion needs to understand organizational dynamics — who influences whom, what budget politics exist, and how decisions actually get made (which may differ from how they officially get made).
Where Champions Are Found
Title range: Director to VP level. Below Director, they may lack organizational influence. Above VP, they may not have time for the detailed championship that deals require.
Function: Operations, analytics, digital transformation, or the specific business function that AI will serve. These functions own the problem and the outcome.
Tenure: 2-5 years at the organization. Long enough to have built credibility, recent enough to still be building their reputation.
Developing Your Champion
Stage 1 — Building the Personal Relationship
Before someone becomes your champion, they must trust you personally.
Invest time in understanding their world. Ask about their role, their goals, their challenges, and their career aspirations. Show genuine interest in their success, not just in closing the deal.
Demonstrate competence early. Share relevant insights, ask intelligent questions during discovery, and provide value in every interaction. Your champion's credibility is tied to your competence — they will not stake their reputation on an agency they doubt.
Be transparent about your process. Champions appreciate honesty about how you work, what you charge, and what to expect. Transparency builds the trust that championship requires.
Find common ground. The strongest champion relationships include personal rapport — shared interests, similar professional backgrounds, or aligned values. This does not mean being fake; it means finding the genuine connections that exist.
Stage 2 — Aligning Motivations
A champion must see personal benefit in the AI initiative's success.
Understand their personal goals. What does your champion want? Promotion? Recognition? A solved problem? A demonstrated innovation? Align the AI initiative with their personal objectives.
Make the AI initiative their initiative. The champion should feel ownership of the AI project, not feel like they are carrying water for your agency. Frame conversations as: "This is your AI initiative. We are here to make you successful."
Position them for credit. When the AI initiative succeeds, the champion should be recognized internally. Design the engagement so that visible wins are attributed to the champion's leadership and vision.
Stage 3 — Equipping the Champion
Champions cannot sell for you unless you give them the tools.
Provide ready-to-use materials:
- Executive summary (1 page) they can forward to leadership
- ROI analysis (2 pages) they can present to finance
- Technical overview (2 pages) they can share with the CTO
- Competitive context (1 page) showing what competitors are doing
- FAQ document addressing common objections they will face internally
Prepare them for internal conversations. Anticipate the objections they will face and provide specific responses:
- "The CFO will ask about payback period. Here is the analysis showing 5-month payback."
- "The CTO may question our approach. Here is a technical brief addressing the most likely technical concerns."
- "Procurement will push for a 15% discount. Here is why our pricing is already competitive and what we can offer as alternatives."
Rehearse internal presentations. If your champion needs to present the AI business case to their executive committee, offer to help them prepare. Review their presentation, suggest improvements, and practice Q&A.
Stage 4 — Supporting the Champion Through the Process
Your champion needs ongoing support throughout the sales cycle.
Provide real-time intelligence. When you learn something from another stakeholder — a concern from the CTO, a question from procurement, a budget issue from finance — share it with your champion immediately. They need to know what is happening to navigate effectively.
Be responsive to their requests. When your champion asks for additional information, a reference call, or a meeting with your leadership, deliver within 24 hours. Their credibility is on the line when they make requests on your behalf.
Protect their reputation. If the deal hits a snag — a missed deadline, a technical challenge, or a pricing issue — communicate the solution proactively. Never let your champion be surprised by bad news that they then have to explain internally.
Celebrate their wins. When milestones are achieved — budget approval, technical approval, procurement clearance — acknowledge your champion's role. A simple "this happened because of your leadership" reinforces the relationship.
When Champions Fail or Change
Warning Signs of a Weakening Champion
- Response times lengthen from hours to days to weeks
- They stop sharing internal intelligence
- Meetings are rescheduled or canceled
- They avoid introducing you to other stakeholders
- They express uncertainty about the timeline or outcome
What to Do When Your Champion Weakens
Diagnose the cause. Is the champion losing organizational support? Are they overwhelmed by other priorities? Have they lost confidence in the initiative? The cause determines the response.
Have a direct conversation. "I have noticed our communication has slowed down. Is something changing internally that I should know about? I want to support you however I can."
Strengthen other relationships. If your champion is weakening, increase your engagement with other stakeholders. You should never be entirely dependent on a single contact.
Consider a champion transition. If your current champion can no longer serve effectively, identify and develop a new champion. This is delicate — you do not want to alienate the original champion while building a new relationship.
When Champions Leave
Champions change jobs, get promoted, or leave the organization. When this happens:
Maintain the relationship. Your former champion may be your entry point into their new organization.
Identify the successor. Who is taking over the champion's role and the AI initiative? Build a relationship with the successor immediately.
Re-establish the business case. A new stakeholder may not share the previous champion's enthusiasm. You may need to re-sell the initiative to a new internal audience.
Your Next Step
This week: For every active deal in your pipeline, identify your champion. Score each champion on motivation, organizational influence, engagement level, and access to information. For any deal without a strong champion, develop a plan to identify and develop one.
This month: Build your champion enablement toolkit — the one-page executive summary, ROI analysis, technical brief, competitive context, and FAQ document. Customize these for your most important active deals and provide them to your champions.
This quarter: Track the correlation between champion strength and deal outcomes. Refine your champion development approach based on what you learn. Invest more time in champion relationships that accelerate deals and less time on deals where no champion emerges despite your efforts.