Studying heavy-flavor hadron properties tests QCD predictions and provides a means to probe the Standard Model's validity. The ATLAS experiment, a general-purpose detector at the LHC, is particularly successful in such measurements with final states involving muons, due to large collected integrated luminosity and precise muon reconstruction and triggering. This paper overviews recent ATLAS results on b hadron production and decay properties and the spectroscopy of exotic states.