A building system uses modular precast concrete components that include a series of columns with wide, integral capitals. Wide beam slabs are suspended between adjacent column capitals by hangers. Joist slabs (e.g., rib slabs or other substantially planar components) can then be suspended between the beam slabs and column capitals to provide a floor surface.