KPIs & Business Metrics
Part of the Business Analyst Roadmap
In short
A company can track a hundred numbers. KPIs are the few it agrees actually matter right now. Help pick the right ones and the whole team knows whether it's winning or losing.
Key Performance Indicators are the small set of metrics a team has explicitly agreed matter most right now — a BA often helps define and track these, connecting daily operations to strategic goals.
Think of it like this
The required run rate
In a chase, the scoreboard shows lots of numbers, but everyone watches the required run rate. If it climbs above 10, the batting team knows it's in trouble and changes plans. A KPI is that one number that tells you whether you're on track.
Watch it happen
From business goal to KPIs
1/5Start from a business goal: more customers ordering again.
The big ideas
What you need to know
Tied to a goal
A KPI measures progress on a specific business goal. If it's not linked to one, it's just a metric.
Leading vs lagging
Lagging metrics show results, like monthly revenue. Leading metrics move earlier, like trial sign-ups, so you can act sooner.
Avoid vanity metrics
Page views and downloads can rise while the business struggles. Ask 'would this change a decision?'
Define it precisely
Write the formula, data source, time window and owner. Two teams calculating 'active user' differently cause endless fights.
Save yourself the pain
Common mistakes
Oops
Picking 20 KPIs so everything is covered.
Do this instead
Keep three to five per team. More than that and nobody knows what to focus on.
Oops
Leaving the definition vague, like 'customer satisfaction'.
Do this instead
Define it, like 'Average post-delivery rating out of 5, from orders in the last 30 days'.
Your mission
Define KPIs for a real business
Quick check
An app's goal is more paying subscribers. Which is the best KPI?
Go deeper
- 1Propose a KPI for a hypothetical business process and justify why it's the right one.
- 2Learn why not every measurable metric deserves to be a KPI — KPIs should be few and deliberate.
- 3Practice distinguishing a leading indicator from a lagging one for a specific process.
More topics at this stop
Data Analysis Fundamentals for BAs
Excel for Business Analysis
SQL Basics for BAs
Data Visualization Basics
Building Reports & Dashboards
Data-Driven Decision Making
Statistical Analysis Basics
Forecasting & Trend Analysis
Data Quality & Validation
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