How does raw data from a system like Salesforce become a dashboard your team can actually trust? On this episode of the Dashboard Effect, Brick and Landon walk through medallion architecture and the three stages data moves through on its way to becoming useful.

They keep it simple: the first stage holds an exact copy of your source data, the middle stage cleans it up and combines data from different systems, and the final stage delivers a polished, analytics-ready view for tools like Power BI and Tableau. Landon also makes the case for keeping things lean rather than forcing every dataset through every step, and shares where speed and scale change the approach.

If you're building or refining how your data flows, this is a clear, approachable starting point.

About Blue Margin -

Blue Margin is a fractional data and analytics team for mid-market and PE-backed companies. Acting as an extension of your team, they build and manage your data platform, shape your data strategy, and deliver Power BI dashboards that give leaders a clear, real-time view of what's driving the business. The goal is simple: turn scattered data into decisions and build a culture of accountability and growth along the way.

Everyone's asking the same question: why can't I just run all my business intelligence through AI? In this episode of The Dashboard Effect, Brick and Landon break down the real answer. You probably can, but only if your data foundation is built for it.

They cover where AI analytics fit alongside traditional Power BI, why a strong medallion architecture is the difference between reliable answers and confident wrong ones, and the practical engineering that makes natural language query trustworthy. They also dig into rising token costs, vendor lock-in, and how to decide what belongs in a dashboard versus a chat window.

If you run a data-driven business and you're weighing how far to push AI into your reporting stack, this one is for you.

Subscribe for more conversations on data, dashboards, and getting real value from your BI.

About Blue Margin -

We build and manage the data foundation that turns scattered systems into reliable, AI-ready reporting, so your team gets trustworthy answers without the overhead of an internal data team.

Learn more: https://www.bluemargin.com/

In this episode, the team gets hands-on with vibe coding and what it actually looks like inside real data work. From building API connections to generating synthetic datasets, they walk through where AI is genuinely speeding things up and where it still runs into friction.

The big takeaway: writing code might be faster, but everything around the data still matters just as much.

Blue Margin helps growing companies make better decisions with their data. From building data pipelines to creating reporting and dashboards, we handle the technical side so teams can focus on using their data—not chasing it.