Comment by tokipin

Nice observation. Another way to put it is that induction is harder than deduction.

A related factor is that larger companies tend to be more specialized (formalized processes, specialists, focused teams/departments, and so on), meaning they can be prematurely optimized with respect to new goals and poorly equipped to conduct the necessary roaming.