Who This Helps
Junior analysts who want to stop copy-pasting numbers every week. If you own a portfolio report and dread Monday morning updates, this is for you. The Product Portfolio Strategy course shows you how to size bets and sequence work — and AI can handle the grunt work.
Mini Case
Meet Priya. She’s a junior analyst at a mid-size SaaS company. Every Friday, she spent 4 hours pulling data from three sources, formatting tables, and writing the same commentary. After she automated the core report with AI, that dropped to 30 minutes. Her manager noticed she had time to add real recommendations — and her next review got a 12% raise.
Do This Now (5 Steps)
- Map your current report inputs. List every spreadsheet, dashboard, or email you touch. Count them. If it’s more than 3, you have a consolidation opportunity.
- Pick one metric that matters most. For portfolio work, start with “bet confidence” or “capacity used.” Keep it simple.
- Set a recurring schedule. Use your calendar tool to run the AI step every Friday at 9 AM. You’ll get a draft before your first coffee.
- Add your judgment. AI gives you the raw update. You add the “so what” — like “Bet X slipped, so we should delay feature Y by 2 weeks.”
Avoid These Traps
- Don’t automate everything at once. Start with one report. Prove it works, then expand.
- Don’t skip the review. AI can miss context. Always scan the output before sharing.
- Don’t forget the audience. Your VP wants insights, not data dumps. Keep recommendations front and center.
- Don’t ignore the “Kill Criteria” mission. If a bet isn’t working, flag it early. Automation won’t save a bad bet.
Your Win by Friday
By end of week, you’ll have a one-page portfolio artifact that updates itself. You’ll spend less time formatting and more time thinking. Your team will see you as the analyst who ships clean analysis with clear recommendations. And honestly? That feels pretty good.