Who This Helps
You're a Junior Analyst who wants to ship clean analysis with clear recommendations. You're tired of spending hours updating the same reports every week. The Product Portfolio Strategy course shows you how to automate reporting with AI so you can focus on what matters: sizing bets and sequencing work.
Mini Case
Meet Sarah, a Junior Analyst at a mid-size tech company. She spent 12 hours each week updating a portfolio map for her team. After using AI to automate the data pulls and context updates, she cut that time to 3 hours. She used the Portfolio Guardrails mission to define what must not get worse, and her recommendations became sharper. Her manager noticed the difference in just 7 days.
Do This Now (5 Steps)
- Identify your most repetitive report. Pick one that takes you more than 2 hours each week. For Sarah, it was the portfolio map.
- List the data sources. Write down where the numbers come from. Example: sales data, project status, budget updates.
- Set up an AI workflow. Use a simple tool to pull data from those sources and format it into a draft report. No coding needed.
- Add context manually. AI can't read your team's mind. After the draft is ready, spend 15 minutes adding the "why" behind the numbers.
- Review and ship. Check for errors, add your recommendation, and send it out. You just saved hours.
Avoid These Traps
- Don't trust AI blindly. Always verify the numbers. Sarah once caught a 12% error in a revenue projection.
- Don't automate everything. Keep the parts that need human judgment, like recommendations and risk notes.
- Don't skip the context. A clean report with no story is just noise. Use the Kill Criteria mission to decide what to cut.
- Don't overcomplicate. Start with one report. You can scale later.
- Don't forget to update the AI. If your data sources change, update the workflow. Otherwise, you'll get stale outputs.
Your Win by Friday
By Friday, you'll have one report that updates itself. You'll spend less time on manual work and more time on analysis. Your team will get fresher context, and you'll look like a hero. Plus, you'll have a template you can reuse for other reports. That's a win you can feel good about.