  We derive a purely algebraic framework for the identification of hierarchy
equations of motion that induce completely positive dynamics and demonstrate
the applicability of our approach with several examples. We find bounds on the
violation of complete positivity for microscopically derived hierarchy
equations of motion and construct well-behaved phenomenological models with
strongly non-Markovian revivals of quantum coherence.
