Power BI Feature Overload: Balancing Flexibility with Maintainability
Proposed session for SQLBits 2026TL; DR
Power BI has great tools, but using them haphazardly creates clutter. This session shows how to choose the right feature, compare UDFs and calc groups, simplify navigation and formatting, and use governance tools to keep reports clean.
Session Details
Power BI offers powerful capabilities: bookmarks, field parameters, drill-through, calculation groups, and DAX UDFs. Used intentionally, they create clear and engaging reports; used without a plan, they add complexity and slow maintenance.
This session provides a practical framework for deciding when features add value vs. unnecessary overhead. We’ll compare UDFs and calculation groups, bookmarks and field parameters, and show how to streamline navigation, standardize formatting, and guide users with clear page structure.
We’ll also cover maintenance workflows using Tabular Editor and the TMDL view, plus optional automation with the Analytic Endeavors Power BI Multi-Tool Suite.
You’ll learn:
When to use bookmarks, field parameters, or slicers
How to choose UDFs vs. calculation groups
Layout and navigation patterns for usability
Strategies to audit and simplify messy report ecosystems
Attendees leave with a framework for scalable, maintainable report design.
This session provides a practical framework for deciding when features add value vs. unnecessary overhead. We’ll compare UDFs and calculation groups, bookmarks and field parameters, and show how to streamline navigation, standardize formatting, and guide users with clear page structure.
We’ll also cover maintenance workflows using Tabular Editor and the TMDL view, plus optional automation with the Analytic Endeavors Power BI Multi-Tool Suite.
You’ll learn:
When to use bookmarks, field parameters, or slicers
How to choose UDFs vs. calculation groups
Layout and navigation patterns for usability
Strategies to audit and simplify messy report ecosystems
Attendees leave with a framework for scalable, maintainable report design.
3 things you'll get out of this session
Understand how to evaluate the trade-offs between Power BI features and long-term maintainability.
Identify common sources of technical debt in report design and explore practical alternatives to reduce complexity.
Apply a strategic framework for using features, filters, and design components to build scalable, low-maintenance reports.