A new and distinct cultivar of Achillea plant named ‘ACBZ0003’, characterized by its relatively compact, upright and uniform plant habit moderately vigorous growth habit freely basal branching habit early and freely flowering habit with plants remaining in flower for a long period time inflorescences with greyed purple-colored ray florets that resist “bleaching” with development and good garden performance.