🧩 What This Covers#
I help teams plan and structure their data and reporting environments - choosing the right tools, models, and architecture to support the kind of insight and agility they actually need, without overcomplicating the stack.
🛠Common Scenarios#
- You’re setting up a new data or reporting platform and want to get it right
- Your current setup has grown messy, slow, or fragmented
- You’re not sure how to structure models, sources, or report layers
- Teams are duplicating effort or working with inconsistent data
- You need a roadmap that aligns technical capabilities with business goals
📌 What I Focus On#
- Designing layered, scalable structures for data and reporting
- Choosing tools that fit the size, skillset, and goals of the team
- Clarifying ownership, governance, and refresh flows
- Creating environments that are easy to use and maintain
- Avoiding overengineering while building for growth
🚀 Outcomes You Can Expect#
- A clean, well-structured data and reporting environment
- Faster reporting and fewer surprises in delivery
- Better collaboration between technical and business roles
- A clear foundation that supports your data and analytics roadmap