Well, that's a bit like saying "how much science should I use?" There's not really such a thing as "too much science" more like "bad science" or "too expensive science." The key, to me, is to pick an experiment that is well tuned to your circumstance: the right cost, timeline, hypothesis, and clear action for next steps.
