Data team keeps shipping dashboards.

The business keeps asking for more.

A common sign that analytics is treating symptoms rather than causes.

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My name is Aurélien Vautier.

For more than a decade, I’ve worked with analytics and BI teams across different industries, reviewing dashboards, supporting organizations, and training over 2,000 professionals.

Across projects, tools, and companies, I kept observing similar patterns:

Dashboards were delivered. But decisions remained slow, unclear, or disconnected from action.

The issue was rarely effort or technical capability.

More often, it came from how analytics, ownership, collaboration, and decision-making were structured.

And most organizations struggle to see it clearly, regardless of industry.