  We describe a framework for a generalized nonlocal gravity theory inspired by
Poincar\'e gauge theory. Our theory provides a unified description of previous
nonlocal extensions of Einstein's theory of gravitation, in particular it
allows for a clear geometrical foundation. Furthermore, it incorporates recent
simplifications for the ansatz of the nonlocality, which should allow for a
systematic study of the impact of nonlocal concepts on observations.
