A new and distinct Paeonia cultivar named ‘RTPIV789-06’ is disclosed, characterized by distinctive bright pink, fully double, mildly fragrant flowers. Plants are vigorous, symmetrical with strong stems holding flowers above foliage, and with attractive foliage through the Fall. The new cultivar is a Paeonia, suitable for ornamental garden purposes.