Units lose readiness when they take hits in combat. Defenders suffer reduced penalties from lack of readiness compared to attackers, though it is a significant factor for them nonetheless.
Also units restore readiness every turn based on having full supply and modified by rolls of their OHQ commander. You can click the readiness button on a unit to see the calculation from last turn.