Any kind of organisation at semi-galactic scale implies FTL communication at the very least, which violates everything we know about physics.
Another theory that doesn't require a great filter: The distribution of life may not be equal across the galaxy if it's truly random, we could be in a local minima and never meet another civilisation by the bad luck of where we are.