A lot of companies don't realize what a large gamut of experimentation techniques we have at our hands at our fingertips to validate ideas. So I like to break it into five buckets. There's assessment which is just looking whether or not the idea aligns with the goal, doing assumption mapping to see how much risk is in the idea. The next phase is testing, the idea starting to build. And then there's another layer, which is kind of test, alphas, early adopter programs.

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