The KPI Compass Blog
Practical guidance on KPI strategy, data reconciliation, and campaign taxonomy governance — the parts of metrics work that don't fit in a dashboard.
From CSV Chaos to Clean KPI Dictionary: A Migration Playbook
You don't need a data team to go from twelve conflicting spreadsheets to one governed set of definitions. You need an afternoon and a process.
Zach Edelstein
Founder, KPI Compass
The KPI Reconciliation Problem: Why Marketing and Finance Numbers Never Match
Marketing reports one revenue number. Finance reports another. Both are technically correct — which is exactly the problem.
Zach Edelstein
Founder, KPI Compass
How to Run a KPI Governance Review Without Slowing Your Team Down
Governance has a reputation for adding process for its own sake. Done right, it's a twenty-minute recurring check, not a quarterly audit nobody looks forward to.
Zach Edelstein
Founder, KPI Compass
Building a KPI Naming Taxonomy: A Step-by-Step Guide
A practical, ship-it-this-week process for turning ad hoc campaign names into a schema your whole team can actually follow.
Zach Edelstein
Founder, KPI Compass
The Hidden Cost of Inconsistent Metric Definitions Across Teams
Every team defining "active user" or "qualified lead" slightly differently doesn't show up as an incident. It shows up as a thousand small disagreements nobody can quite trace.
Zach Edelstein
Founder, KPI Compass
6 Signs Your Dashboard Is Lying to You (Data Quality Red Flags)
Dashboards rarely lie on purpose. They drift quietly, one unnoticed mismatch at a time, until the number everyone trusts is wrong.
Zach Edelstein
Founder, KPI Compass
Why Most Benchmark Reports Are Useless (and What "Verified Formula" Actually Means)
A benchmark without a visible formula and sample size isn't a benchmark — it's a number someone typed into a slide.
Zach Edelstein
Founder, KPI Compass
Vanity Metrics vs. Actionable KPIs: How to Tell the Difference
Both go up and to the right in a slide deck. Only one of them should change what you do on Monday morning.
Zach Edelstein
Founder, KPI Compass
The Anatomy of a Good KPI Hierarchy: North Star, Primary, Diagnostic, and Guardrail Metrics
A framework for organizing your KPIs into tiers, so a dashboard doesn't turn into an undifferentiated wall of numbers nobody actually reads.
Zach Edelstein
Founder, KPI Compass