Snapshot Data vs. Live Data
NOTE: This work was created in my professional capacity and is owned by my employer. Due to its proprietary nature, the artifact itself is not available for public viewing. The case study below tells the full story of the work.
THE BRIEF
One of the most common barriers to data-driven decision-making in organizations is a fundamental misunderstanding of how data behaves, particularly the difference between static snapshot reports and live, linked data sources. This interactive activity was developed as part of a leadership curriculum to address this gap. The target audience was organizational leaders, and the learning objective was to help them distinguish between snapshot and live data, understand how each affects reporting accuracy, and cultivate habits of continuous insight that support better decision-making.
THE PROCESS
This experience was developed in PowerApps as a matching game, a deliberate choice intended to promote active recall rather than passive reading. From the outset, the visual design was intentional: the opening screen was split to contrast the outdated world of static, manual reporting with the dynamic, connected world of real-time data. This established a conceptual framework before any interaction took place. The matching mechanic required learners to pair leadership concepts with their corresponding definitions within a limited number of attempts, introducing low-stakes accountability that encouraged focus and enhanced retention. A live score tracker provided immediate feedback, keeping learners engaged throughout the experience.
THE OUTCOME
Participants who completed this activity gained a clear, practical understanding of the difference between snapshot data and live data, as well as the importance of this distinction for leadership decision-making. The game format ensured that key concepts were not only read but also actively engaged with and remembered, increasing the likelihood of knowledge transfer. Additionally, the activity reinforced broader curriculum themes related to data literacy and organizational agility in a memorable and engaging way.
SKILLS DEMONSTRATED
This project showcases the design for active learning by incorporating game mechanics to enhance engagement and retention, rather than relying on passive content delivery. The split-screen visual design demonstrates strong UX thinking and an understanding of how visual metaphors can prepare learners before they begin interacting with the content. Developing a scoring and matching system within PowerApps required both instructional design and technical execution. The overall aesthetic is bold, high-contrast, and visually dynamic, reflecting a deliberate approach to creating learning experiences that feel distinctly different from traditional training methods.
