22-25 April 2026

Challenging the Norm: An Agile Approach to Data Visualization

Proposed session for SQLBits 2026

TL; DR

Traditional waterfall BI development hides data modeling from stakeholders, causing rework. Learn an agile approach with iterative cycles & continuous feedback—align visuals with goals, save time, and build better reports through early, low-friction feedback loops.

Session Details

Traditionally, Power BI Reports are developed in a waterfall approach - requirements, data shaping, front end visuals. The data modeling phase often happens entirely out of view of stakeholders and report users, with few to no feedback loops. Given that most organizations have significant gaps in standardizing which metrics to use and often even have different interpretations of their meaning, developing reports without early stakeholder input to validate assumptions can lead to significant rework, including model redesign.

In this talk, we'll explore the essentials of adopting an agile approach to data visualization development. Agile approaches promote iterative cycles and continuous feedback, helping teams align visualizations with organizational goals and stakeholders’ mental models. We'll walk through real-world examples to demonstrate how this iterative approach not only saves time and resources but also results in more effective and performant interactive reports and dashboards. Attendees will leave with an immediately usable, practical approach to reducing rework by implementing low-friction feedback loops on both code and visuals early and often.

3 things you'll get out of this session

Why and how to create a functional iterative development process in Power BI