Data Ecosystem Series

A leadership-centered perspective on building healthy data ecosystems in the AI era.

In this series, I explore why many data strategies fail to deliver lasting value—and what business leaders can do differently.

Drawing on real-world experience, the Data Ecosystem Series reframes data not as a technical asset but as a living organizational ecosystem that requires clear ownership, intentional design, and sustainable governance.

Each post examines a critical aspect of building a healthy data ecosystem—from leadership structure, stewardship, service model, to the reality of execution. Together, these articles offer a practical, people-empowering data strategy framework.

Posts in This Series

1. Why Most Data Strategies Stall Before Creating Real Value

2. Why Business Leaders Must Take the Driver’s Seat in Shaping Data Strategy

3. The Data Leadership Structure That Actually Works

4. From Silos to Ecosystems: How to Build a Data Ecosystem That Thrives

5. The People on the Front Line - Growing Data Stewards and Curators In Your Organization

6. Why the Conventional Data Service Model Falls Short—and What to Do Differently

7. Why AI Depends on Your Data Strategy — And How Organizations Can Evolve with Confidence

This series introduces the key points of the Laurel Data Strategy Framework™, which aims to enable organizations to create lasting value by intentionally empowering people with data.