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Ad-hoc reporting therefore makes the most sense when a large number of end-users need to see, understand, and act on data more or less independently, while still being on the same page as far as which set of numbers they look at.
This reduces the amount of technical support required to deliver reports, and it can help folks develop confidence in using the system.