Who This Helps
This is for product managers who are tired of spending hours updating spreadsheets. You want to turn product questions into measurable decisions without the grind. The Finance Basics for Operators course shows you how to automate reporting so you can keep context fresh and focus on what matters.
Mini Case
Meet Viktor, a product manager at a SaaS startup. Every Monday, he manually pulls data to answer: "Are we burning cash too fast?" Last week, he spent 3 hours updating a runway spreadsheet. He missed a 12% drop in contribution margin because his data was stale. After automating with AI, Viktor now gets a weekly snapshot in 10 minutes. He caught the margin drop early and adjusted pricing—saving 7 days of runway.
Do This Now (5 Steps)
- Identify your top product question. Pick one that repeats weekly. For example, "Is our unit economics improving?"
- List the data sources. Pull from your CRM, billing system, and expense tracker. Keep it to 3 sources max.
- Set up a simple AI workflow. Use a tool to fetch data daily and flag changes. No coding needed—just connect and schedule.
- Define one key metric. Start with contribution margin or runway. Track it in a single view.
- Review every Friday. Spend 15 minutes checking the automated report. Adjust one action based on the numbers.
Avoid These Traps
- Don't automate everything. Pick one metric first. Too many data points create noise.
- Don't ignore stale data. Set alerts for when data hasn't updated in 24 hours.
- Don't skip the context. A number without a story is useless. Add a short note on why it changed.
- Don't overcomplicate. Use a simple dashboard. Fancy charts slow you down.
- Don't forget the human check. AI catches patterns, but you decide the action.
Your Win by Friday
By Friday, you'll have one automated report that answers your top product question. You'll save 2 hours of manual work and spot one issue early—like Viktor did with his margin drop. That's a measurable decision without the grind.