Most of the areas affected include villages in Libode, Ngqeleni, Lusikisiki and Port St Johns.
Despite some rainfall over the eastern coastal regions, officials in the area have reportedly admitted that dam levels are concerning.
The restrictions announced in the OR Tambo District include water cuts between 10am and 3pm every day for the entire municipality.
The water affairs department started raising concerns about the dropping levels in the dams in October and says the situation has now worsened.