It depends entirely on the SAAS. A non-programmer friend of mine paid peanuts to an off-shore programmer to build an über simple slack-clone with Firebase + Angular + Phonegap. He has two paying customers so far. Will this scale? Probably not but if he reaches 20 customers he'll have the money for the rockstars.
This friend is a sales ninja, the tech is not an obstacle for him.