You've just stumbled onto the reason that big companies take some many more people and so much more time than startups to solve a given problem - they don't (an

You've just stumbled onto the reason that big companies take some many more people and so much more time than startups to solve a given problem - they don't (and can't) allow themselves to ignore the extra information and its complicated byproducts. Nevertheless these cos invariably started out small by solving one significant problem in a great way while overlooking all those other dimensions. In short, try to evaluate whether the extra information is truly a significant part of the core problem you set out to solve. If it isn't, postpone the solution. If you succeed based on your core solution you can worry about it later, when you'll have plenty of time and money to do so.