Build AI champions: from tool test to internal movement

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Build AI champions: from tool test to internal movement

Tim Jamboula, Founder of Corporathon. Last reviewed 24 August 2026.

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Tim Jamboula, Founder of Corporathon. Last reviewed 24 August 2026.

Summary

AI champions are employees who use AI tools confidently and pull colleagues along. You do not appoint them; they emerge from doing. An AI hackathon is a good starting point, because it creates real wins, visibility and a shareable result. That often starts with the AI workshop, one day onsite, which can then grow into the multi-day Corporathon hackathon. A single win becomes a movement when champions get mandate, time and a channel to share what they can do. This article shows the framework, an honest cost logic and a worked model.

1. The real question behind "AI champions"

"How do we appoint AI champions" is the wrong question. You cannot name champions by memo, because credibility comes not from a title but from a visible win. The better question is: how do we create situations where the right people achieve a real win and can pass it on? A champion is someone colleagues believe, because they built something useful that colleagues can see for themselves.

You do not appoint champions, you create wins and see who carries them on. The title follows the result, not the other way around. – Tim Jamboula, Founder of Corporathon

2. What makes a champion

FeatureWhat it meansWhy it matters
Visible winbuilt something useful colleagues can seecredibility comes from the result
Joy in sharingexplains gladly instead of hoarding knowledgea movement needs multipliers
Closeness to daily workknows colleagues' real processesrelevance over theory
Mandate and timemay spend part of their time on itno time, no multiplier effect
A channelhas a place to share (demo, guild, channel)knowledge flows only with a path

If one point is missing, a champion stays a quiet expert without impact. Mandate, time and channel are often forgotten, yet they decide the reach.

3. The enablement framework in five steps

  1. Create wins. A hackathon lets people build on real processes, and natural champions surface.
  2. Recognize champions. Who explains gladly, gets asked, pulls others along? Those are the candidates, not the loudest.
  3. Give mandate and time. A fixed time share and a clear task turn talent into impact.
  4. Open a channel. A demo series, a guild or an internal channel give knowledge a path.
  5. Secure continuation. Recurring formats keep the movement alive instead of letting it fade after one session.

Rule of thumb: the hackathon delivers steps one and two almost by itself. Steps three to five are leadership decisions that decide the difference between a win and a movement.

4. The honest cost logic

Serious pricing depends on variables, not a flat number. For building champions what matters is the number of teams in the starting format (where candidates emerge), the ongoing time share champions receive (a purely internal cost), and the effort for channels and recurring formats. The biggest lever is rarely the price of the hackathon but the time champions get afterwards. Corporathon deliberately shows no fixed prices yet; the shape comes from these variables in conversation.

5. A worked leverage model

A purely illustrative model you replace with your own numbers. It shows the multiplier effect, not a client figure. Say five champions emerge from a starting format. Over the following three months each passes their skill to six colleagues, who each save two hours per week. Colleagues reached directly: 5 champions × 6 = 30 people. Saved: 2 hours × 30 people = 60 hours per week, 2,700 hours across 45 working weeks, about 162,000 EUR of modelled annual value through the pass-on, at a 60 EUR internal rate. These numbers are not a guarantee or client figures. The point is the leverage: value arises not only with the champions but with everyone they pull along. That multiplier is exactly what is lost when champions get no mandate and no channel.

6. Why champions act faster than top-down rollouts

The strongest reason for champions is how new practices actually spread in organizations. People adopt a tool more readily when a credible person from their own circle demonstrates it than when a mandate comes from above. A champion is exactly that credible person, because they are not a salesperson but a colleague with a visible result. That closeness lowers the barrier more than any policy.

A top-down rollout reaches many people at once but shallowly, because it lacks everyday credibility. Champions reach fewer people at first but deeper, and their reach grows through pass-on. That does not make top-down redundant, but it explains why pure mandates often stay on the surface.

Illustration: users reached over time (illustration, not measured values).

active users
 high |                              o  o  o   Champions (deep, grows through pass-on)
      |                        o  o
      |                  o  o
      |            o  o
      |####________####________####________.  Top-down rollout (broad, stays shallow)
      |o  o  o  o
 zero +----------------------------------------> Time
      Start   Month 1   Month 2   Month 3

7. EU AI Act: what champions add to competence

Since 2 February 2025, Article 4 requires a sufficient level of AI literacy among staff, by role and context. Champions contribute, because they not only hold competence but spread it in breadth and make its application documentable. That is a building block, not an official attestation, and not automatic compliance. The company assesses the adequacy of its overall program itself.

8. Recommendation and next step

Plan a starting format from which real wins, and thus natural champions, emerge, for example the AI workshop on one day onsite. Recognize the people colleagues listen to and give them mandate, time and a channel. Secure continuation through recurring formats or the next step into the multi-day Corporathon hackathon. That turns a single tool test into an internal movement. If you do not know where the first champions should emerge, the fastest clarity comes from a conversation about concrete teams and processes.

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AI adoption · AI hackathon · AI enablement · AI literacy

FAQ

Can you simply appoint AI champions? No. Champions live on credibility, which comes from a visible win, not a title. It is more effective to create situations where the right people achieve a real win and can pass it on.

How do you recognize a good champion? By a visible result, joy in sharing, closeness to colleagues' real daily work, and the fact that others listen to them. The loudest are not automatically the most effective.

What does a champion need to really have impact? Mandate, a fixed time share and a channel to share. Without these three, a champion stays a quiet expert without reach.

What does building AI champions cost? It depends on variables, above all the number of teams in the starting format, the ongoing time share of champions, and the effort for channels. The biggest lever is the time afterwards, not the price of the starting format.

Does building champions count for the EU AI Act? It can be a building block, because champions spread competence and make its application documentable. Article 4 turns on the role- and context-appropriate adequacy of the overall program, which the company owns.

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FAQ

Questions that should be clear before the first call.

No. Champions live on credibility, which comes from a visible win, not a title. It is more effective to create situations where the right people achieve a real win and can pass it on.

By a visible result, joy in sharing, closeness to colleagues' real daily work, and the fact that others listen to them. The loudest are not automatically the most effective.

Mandate, a fixed time share and a channel to share. Without these three, a champion stays a quiet expert without reach.

It depends on variables, above all the number of teams in the starting format, the ongoing time share of champions, and the effort for channels. The biggest lever is the time afterwards, not the price of the starting format.

It can be a building block, because champions spread competence and make its application documentable. Article 4 turns on the role- and context-appropriate adequacy of the overall program, which the company owns.

Teams of four to six work best. Overall we run everything from a single team up to several dozen participants.

All three work. On site creates the strongest momentum, remote is leaner logistically, hybrid is the usual compromise for distributed sites.

You get a documented handoff: prototypes, setup, open items and a recommendation on which results deserve to go to production.

We define target metrics before the sprint, hours saved, cycle time, quality or revenue contribution, and review them in the closing session.

Slots are usually available within two to four weeks. With a clearly scoped use case it can be sooner.