VfL Wolfsburg turns ChatGPT into a club-wide capability
Bundesliga club VfL Wolfsburg is scaling ChatGPT Enterprise organization-wide to manage rising operational demands without increasing headcount. By deploying over 50 custom GPTs across various departments, the club has achieved six-figure annual cost savings and improved efficiency in tasks like drafting and translation. The initiative focuses on empowering people and building internal capability while maintaining strict data governance.
The Core Development
At VfL Wolfsburg, football is built on discipline, continuity, and trust. For nearly three decades, the club has been a constant presence in the Bundesliga—backed by strong men’s and women’s teams, a future-oriented academy, and a fast-evolving digital and commercial ecosystem.
But modern football is no longer defined by performance on the pitch alone. Expectations from fans, partners, and internal stakeholders continue to rise—while budgets and headcount cannot scale indefinitely.
This tension between growing expectations and limited scalability created a clear need for new ways of working. The question was how to apply it in a way that felt credible in one of the world’s most heritage-driven sectors.
Real-World Use Cases & Applications
Over the previous year, the club had already built meaningful experience with Generative AI, working with ChatGPT Team and Business licenses. Trained teams, established use cases, and visible day-to-day impact demonstrated clear value, but scaling was limited by access and governance.
“Once we saw trained teams, real use cases, and measurable impact, the question wasn’t whether AI works,” says Lebugle. “The question was how to scale it properly and responsibly across the entire organization.”
With proven use cases, trained teams, and growing internal momentum, VfL Wolfsburg is now moving from targeted adoption to organization-wide capability.
Strategic Perspective & Ecosystem Impact
External agencies handled routine work, but at high cost and without building internal capability
These challenges highlighted a core tension: the club needed to increase impact and consistency—without increasing headcount.
After evaluating multiple tools and approaches, VfL Wolfsburg chose ChatGPT Enterprise for a combination of reasons.
Why it matters
This deployment demonstrates how traditional, heritage-driven organizations can successfully scale generative AI enterprise-wide to achieve measurable cost savings and operational efficiency. It highlights the value of enterprise-grade security and custom GPT workflows in non-tech sectors.