Asif Aziz, Cadent's network manager, said it would take "a few days to get all the water out of the system".
The firm has warned customers not to attempt to switch their own supply on but to leave it to its engineers.
Thames Water said its engineers had been able to "find and fix the leak" on Thursday and were now "supporting Cadent as they help any customers who have been affected".