🧩 What This Covers#
I help organizations create reporting environments that support self-service - not chaos. That means building models, processes, and standards that let analysts and business users work independently, without compromising data trust or consistency.
🛠Common Scenarios#
- Analysts are stuck waiting on developers to build reports
- Business users want more flexibility but lack clear guardrails
- Metrics and definitions differ across teams or departments
- Your model or dataset isn’t structured for intuitive use
- You need a framework that balances access with accountability
📌 What I Focus On#
- Structuring models for easy exploration and reuse
- Defining and documenting clear metrics and dimensions
- Establishing governance patterns without blocking innovation
- Creating templates, naming conventions, and onboarding guides
- Bridging the gap between technical and non-technical users
🚀 Outcomes You Can Expect#
- Faster, more confident reporting from business teams
- Consistent metrics across self-service and managed reports
- Fewer bottlenecks for the data team
- A culture of ownership, clarity, and trust around data