Optimization Snaps

Building a Culture of Experimentation: Lessons from Pion

Pion verifies students for discounts.

They also verify experiments for results.

In this Optimization Snaps, Sapphire Samiullah, Lead Product Manager at Pion (the parent company of Student Beans), shares how her team builds a culture of experimentation.

She reveals how they:

  • Start with solid hypotheses
  • Wait for statistical significance (no peeking!)
  • Know when not to test at all
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