Field notes from the analytics trenches
Behind every dashboard is a decision someone is trying to make.
Essays on data products, dashboards, operational reporting, architecture, and the human tradeoffs hiding behind modern analytics.
Behind the Dash
- •Three tenants use custom fiscal calendars
- •Labor allocation excludes indirect cost
- •Security rules differ by role and region
- •Refresh failed for two customers overnight
- •“Revenue” means different things to ops and finance
Front of the Dash
- Revenue
- $4.2M
- Margin
- 18%
- Labor
- 62%
- Status
- Green
Featured essays
All essays →The Hidden Cost of Over-Modeled Analytics
When every question requires a perfect model, the business waits on architecture instead of getting answers.
Operational Reporting Is Not a Dirty Word
Operational reporting gets dismissed as “not analytics,” but it is often where real business decisions happen.
Why Dashboards Fail Users
Most dashboards are designed around what data teams can model, not what users are actually trying to decide.
The dashboard is the visible layer. The real story is everything underneath it.
Behind the Dash is a publication about the work nobody sees: the grain decisions, security rules, refresh failures, source-system weirdness, customer expectations, and operational realities hiding behind polished analytics. For data engineers, BI leaders, product teams, and executives who want analytics that survives contact with real users.
Topics
Dashboard Reality
How dashboards actually succeed or fail in front of real users.
Data Product Thinking
Product strategy and user empathy applied to analytics.
Operational Reporting
The workhorse everyone criticizes but everyone still needs.
Architecture & Modeling
Technical patterns, tradeoffs, and scars from real data systems.
Leadership & Decision-Making
The organizational patterns behind data strategy that works.