Who This Helps
You lead a team that runs regular experiments. You want to scale a repeatable analytics routine. The Product Portfolio Strategy course shows you how to size bets and sequence work so you stop guessing and start moving.
Mini Case
Sofia, a team lead at a mid-size SaaS company, had 12 experiments on her board. Her team was burned out. She used bet sizing from the course to rank them by confidence and impact. The top experiment cut churn by 12% in 7 days. The bottom 3 got killed. Her team focused on one move that mattered.
Do This Now (5 Steps)
- List every experiment your team is considering this quarter. Keep it to one page.
- For each experiment, write a rough size: small, medium, or large. Small means under 3 days of work.
- Add a confidence score: low, medium, high. Low means you have no data yet.
- Sort the list by impact first, then confidence. Put the highest-impact, high-confidence experiment at the top.
- Pick the top experiment. That is your next move. Tell your team to drop everything else until this is done.
Avoid These Traps
- Do not keep experiments on the board just because someone likes them. Kill low-impact bets fast.
- Do not try to run three experiments at once. Your team will deliver nothing well.
- Do not skip the confidence score. Without it, you are just guessing.
- Do not let stakeholders add experiments without sizing. Make them estimate effort first.
Your Win by Friday
By Friday, your team will have one clear experiment to run. You will have killed at least 3 low-impact ideas. Your board will show a single priority. That is a win. And hey, you might even get to leave on time.