10 years ago, Google was already one of the largest companies in the world - and even then they never got into IC fabrication; they had the parts made for them by an established foundry.
Good point about IC fabrication vs creating a chip's design. Anyway, creating a non cutting-edge IC fab is actually not as capital intensive as it may seem, and that there are quite a few fabricators doing >=28nm fabrication.