Who This Helps
This is for junior analysts who spend half their week updating spreadsheets and slides. You want to ship clean analysis with clear recommendations, not drown in copy-paste. The Product Portfolio Strategy course shows you how to size bets and sequence work without losing your mind.
Mini Case
Imagine you track 15 product bets every week. Each one needs a status, a confidence score, and a rough cost estimate. Manual updates take you 4 hours every Monday. After automating with a simple AI script, you cut that to 30 minutes. Your boss gets the same clean report, and you get back 3.5 hours for real analysis.
Do This Now (5 Steps)
- List your recurring reports. Write down every weekly or monthly update you own. Start with the one that takes the longest.
- Identify the data sources. Find the spreadsheets, databases, or tools where the numbers live. Keep it to three sources max.
- Write one simple rule. For example, pull all bets with confidence below 50% and flag them. Use AI to scan your notes and auto-update the status.
- Set a weekly trigger. Schedule your script to run every Monday at 8 AM. No manual start needed.
- Review the output once. Spend 10 minutes checking the numbers. Then ship the report with your recommendations.
Avoid These Traps
- Don't automate everything at once. Pick one report first. Get it right, then expand.
- Don't trust the AI blindly. Always spot-check the first few runs. A 12% error rate can mess up your recommendations.
- Don't skip the context. Your portfolio guardrails matter. Make sure your automation respects the "must not get worse" rules from the course.
- Don't forget to update your sources. If your data feeds change, your automation breaks. Keep a simple changelog.
Your Win by Friday
By end of week, you will have one recurring report fully automated. You will ship clean analysis with clear recommendations every Monday. Your team will see you as the analyst who delivers, not the one who asks for extensions. And you will have 3 hours back to work on the Portfolio Map mission from the course. That's a win you can feel on Friday afternoon.