Scalability solutions are best found when you have a scalability problem. I don't know that I have heard of a project failing because it wasn't scalable enough

Scalability solutions are best found when you have a scalability problem. I don't know that I have heard of a project failing because it wasn't scalable enough. The types of things that create scalability problems also tend to bring the resources (and motivation) to solve them.