Absolutely. And what is a 'conspiracy' if not two or more parties agreeing to something in secret? It literally happens all the time. What people have a problem gasping is that is can be coordinated on a mass scale.
I always like to point to the Manhatten project. At its peak something like 120,000 people were involved, and less than 100 were aware of what was actually being built.