Knowing when to use raw data or aggregated data can make or break your analytics strategy. In this video, Brick and Landon explain the key differences between raw and aggregated data, how each affects decision-making, and the best times to use them. Whether you’re managing transactional data or scaling analytics for your business, this discussion has you covered.

Tune in to learn how these data strategies can impact your reporting, analytics, and overall business performance.

If you found this episode helpful, don’t forget to hit the like button and subscribe to our channel for more insights on data analytics, business intelligence, and strategies to help your business succeed. Turn on notifications so you never miss an episode!

Looking for smarter, faster ways to make data-driven decisions? At Blue Margin, we specialize in making data accessible and actionable for mid-market companies. Visit https://bluemargin.com to learn how we can help you unlock the full potential of your data.

In this episode of The Dashboard Effect Podcast, Brick and Landon break down the differences between schema on read and schema on write. They discuss when to use each approach, the pros and cons, and real-world applications for businesses of different sizes. If you're navigating the complexities of data lakes, data warehouses, or lakehouses, this episode will give you clarity.

Tune in to learn how these data strategies can impact your reporting, analytics, and overall business performance.

If you found this episode helpful, don’t forget to hit the like button and subscribe to our channel for more insights on data analytics, business intelligence, and strategies to help your business succeed. Turn on notifications so you never miss an episode!

Looking for smarter, faster ways to make data-driven decisions? At Blue Margin, we specialize in making data accessible and actionable for mid-market companies. Visit bluemargin.com to learn how we can help you unlock the full potential of your data.

In this episode of The Dashboard Effect Podcast, host Brick Thompson and Blue Margin’s Director of Solutions, Landon Ochs, dive into the nuances of semantic models and the bronze, silver, and gold layers within a data lake house. They explain the roles of each layer, how data is transformed at each stage, and why collaboration with business users is essential for accurate and actionable BI reporting.

Through this episode, you'll learn why different layers serve different purposes—from storing raw data to pre-joining tables for efficiency to creating finalized data ready for reporting. They also discuss how the semantic model is designed to simplify complex data relationships, making reporting easier for non-technical users.

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Blue Margin increases enterprise value for PE-backed, mid-market companies by serving as their fractional data team. We advise on, build, and manage data platforms. Our strategy, proven with over 300 companies to-date, expands multiples through data transformation, as presented in our book, The Dashboard Effect.

For a free, downloadable copy click https://bit.ly/3RmBGWQ, or buy a hardcopy or Kindle version on Amazon (https://amzn.to/3UTvTLm).

Get more episodes of The Dashboard Effect podcast on your favorite podcast app or at https://podcast.thedashboardeffect.com/

Visit Blue Margin's library of additional BI resources here: https://bit.ly/3fwNmcg