One alternative to using estimates for prioritizing work

is to invest in making experimenting and trying out ideas cheaper in order to sooner bring relevant data that can inform our decisions and reduce uncertainty as to what to prioritize and where to invest.

If trying out ideas is expensive and slow, relying on upfront guessing is pretty much what you’re left with.