Who This Helps
This is for junior analysts who want to stop chasing random requests and start shipping analysis that actually gets used. If you're tired of hearing "can you run this number again?" this is your reset.
In the Metrics & Dashboards Basics program, you'll learn how to define a metric system you trust and build a dashboard that supports calm weekly decisions. No more fire drills.
Mini Case
Meet Maya. She's a junior analyst at a fast-growing SaaS company. The team tracks 20 numbers every week, but nobody knows which one matters. Maya picks one primary metric: weekly active users (WAU). She defines it clearly: a user who logs in at least once in 7 days. Then she adds 3 supporting metrics: new signups, churn rate, and feature adoption. She sets realistic targets: grow WAU by 12% in 6 weeks. Her weekly scoreboard now shows only these 4 numbers with guardrails. The product team stops guessing and starts acting.
Do This Now (5 Steps)
- Pick your North Star metric. Choose one number that captures the core value your product delivers. Make sure everyone agrees on the definition.
- Define 3 supporting metrics. These should explain why your North Star moves. For example: new users, retention, and engagement depth.
- Set realistic targets. Use past data or industry benchmarks. Aim for a 10-15% improvement over 4-6 weeks.
- Build a weekly scoreboard. List your 4 metrics in a simple dashboard. Add green/yellow/red guardrails so you know when to act.
- Review every Monday. Spend 15 minutes with your team. Look at the numbers. Decide one action. Ship it.
Avoid These Traps
- Tracking too many numbers. Stick to 4-5 metrics max. More is noise.
- Vague definitions. "Active user" means nothing without a clear time window and action.
- No targets. Without a goal, you can't tell if you're winning or losing.
- Skipping guardrails. Without alerts, you'll miss problems until it's too late.
- Reviewing alone. Share the scoreboard with your team. Decisions get better with diverse input.
- Changing metrics every week. Give your system at least 4 weeks to show trends.
- Ignoring context. A 5% drop might be normal seasonality. Check before panicking.
- Forgetting to celebrate wins. When you hit a target, pause and say "nice work."
Your Win by Friday
By Friday, you'll have a weekly scoreboard with 4 clear metrics, targets, and guardrails. Your team will stop asking for random reports and start making data-driven decisions. You'll feel like the calmest person in the room. And honestly, that's a pretty good feeling.
Now go pick your North Star. You've got this.