← Back to blog

Founder Operator · Data Reliability Leadership

Founder Operator: Prioritize Experiments with Data Contracts

Stop guessing. Use data contracts to pick the experiment that moves the needle.

Who This Helps

You're a founder operator. Every day, you face a pile of possible experiments. Which one do you run first? If you're tired of gut-feel decisions that waste time, this is for you.

The Data Reliability Leadership course is built for leaders like you who need to focus effort on the highest-impact move.

Mini Case

Meet Mei. She runs a 12-person startup. Her team had 3 experiment ideas last month. She picked the one that felt right. It flopped. 7 days of work gone.

Then she used a data contract from the Reliability Baseline mission. She checked which metric was most broken: customer churn was 12% higher than expected. That became her priority. The next experiment cut churn by 8% in two weeks.

Do This Now (5 Steps)

  1. List your top 3 experiments for this week. Write them down.
  1. Pick one key metric that matters most to your business right now. Example: daily active users, revenue per customer, or support ticket volume.
  1. Check if that metric has a data contract from the Data Contracts mission. If not, define it: what's the source, how often is it updated, and what's the acceptable range?
  1. Compare each experiment against that metric. Which one will improve it the most? Use a simple score from 1 to 3.
  1. Run the highest-scoring experiment first. Set a 3-day timer. Review the data after.

Avoid These Traps

  • Don't pick an experiment just because it's easy. Easy rarely moves the needle.
  • Don't ignore broken data. If your metric is wrong, your decision is wrong.
  • Don't skip the contract. Without it, you're guessing what "good" looks like.
  • Don't run more than one experiment at a time. Split focus kills results.
  • Don't wait for perfect data. Use what you have and improve it.

Your Win by Friday

By Friday, you'll have run one experiment that's tied to a real metric. You'll know if it worked or not. No more wasted weeks. And you'll have a repeatable process for next week.

Plus, you'll feel like a superhero who actually knows what to do next. That's a good feeling.