US defense firms and carriers should evaluate litigation AI on the work it must perform, not on a model matrix. Test the matter unit, source verification, update path, contradiction handling, privilege posture, human review gates, data isolation, compliance evidence, DMS integration, and pilot performance before anyone signs.