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What's the Key Decision Maker on a Test?
A test isn't something that just a statistician or data scientist can run by themselves they're going to be quite a few people involved. Mike's people is one of the most cross-functional function like our program now in the company. QA teams play a core critical role here and then I mentioned the reporting piece I mentioned the feedback loop so again like now to build a successful testing program like it cannot be ready run in a silo you have to pass on those insights back to the business teams.