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Junior Analyst · Finance Basics for Operators

Ship Clean Analysis: Finance Basics for Operators

Turn your analysis into approved execution. One clear recommendation at a time.

Who This Helps

This is for junior analysts who want their work to actually get used. You run the numbers, you find the story, but somehow the recommendation sits in a drawer. Not anymore. The Finance Basics for Operators course gives you the language and structure to turn analysis into action.

Mini Case

Meet Viktor. He runs the weekly numbers for a SaaS startup. Last week, profit looked fine, but cash was down 12%. Viktor had to explain why. He used the Cash vs Profit Reality mission from the course to show that a big customer paid late, not that the business was broken. His recommendation: tighten payment terms for that customer. The team approved it in 7 days.

Do This Now (5 Steps)

  1. Start with the cash story. Before you talk profit, check your cash position. If cash dropped 12% but profit stayed flat, find the timing gap.
  1. Calculate contribution margin. Pick one product line. Revenue minus variable costs. If margin is below 40%, flag it.
  1. Identify one weak line. Look at your unit economics snapshot. Which line item eats the most margin? That is your first recommendation target.
  1. Define one break-even scenario. Use the Break-even Scenario Card mission. Write down your assumptions: fixed costs, price, volume. Then ask: what if volume drops 20%?
  1. Write one clear recommendation. One sentence. Example: "Reduce customer payment terms from 45 to 30 days to improve cash flow by 12%." That is all you need.

Avoid These Traps

  • Mixing profit and cash. They tell different stories. Always separate them in your report.
  • Too many recommendations. One clear action beats five vague ideas. Pick the one that moves the needle.
  • No assumptions. If you do not write down your assumptions, nobody can challenge or trust your numbers.
  • Skipping the cost driver. The Cost Structure Triage mission shows you exactly where money leaks. Do not ignore it.
  • Forgetting the runway. If cash is tight, your recommendation must protect runway first.

Your Win by Friday

By Friday, you will have one page that your boss can read in 2 minutes. It will show: cash vs profit reality, one contribution margin number, one weak line, one break-even scenario, and one recommendation. That is the Finance operator card from the course. Ship it. Get approval. Then celebrate with a coffee. You earned it.