VMO2 set out to democratize data across their entire organization, but quickly learned that access alone doesn't drive adoption. The real recipe for success: great products people trust, onboarding that teaches them how to use those products, and a platform that makes self-service feel natural — all wrapped in governance that scales without bottlenecking.
Key takeaways:
Data democratization isn't about giving people dashboards — it's about building products they trust and engage with repeatedly
Scaling to thousands of users requires structured onboarding and learning paths, not just license distribution
Self-service creates new challenges: how do you maintain quality and governance when you lose one-to-one control?
Context, ownership, and governance must be embedded in every data product from the start
Success metrics shift from access to engagement: 6,000 users generating 1M views in one year shows real adoption
