We're having that done at the moment but our case is complicated because although the house isn't old, we're in a conservation area. Also the old roof was unsuitable in design and the way it joined onto the house, so shape needed completely remodelling into a catslide. So we've needed architect, structural engineer, planning permission, building regs consent, scaffolders, carpenters, roofers, decorators, plumbers, skip hire, portaloo service... and it aint finished yet.
I'd say: go for it if you can afford it but first of all check what is needed. It may be a lot more trouble and expense than you think. It's never as simple as putting a solid roof in place of a glass one, though with any luck at all your case won't be remotely as complicated as ours