I don't work in software any more, but when I did, the general rule of thumb was:-
Software only: get developers to do detailed granular breakdown Gannt chart to get accurate estimate of time required, then multiply by 1.5 to get the more likely release date (but don't tell developers this)
Hardware + software: the same, but use a factor of 2