22-25 April 2026

Power BI Feature Overload: Balancing Flexibility with Maintainability

Proposed session for SQLBits 2026

TL; 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.

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.