Problems began to emerge at 8.53am on Thursday in the WR15 postcode area and teams from Severn Trent Water were sent out to find the cause of a dip in water pressure.
Six hours later the water company said the burst water pipe was repaired and all supplies were back on as normal.
A water company spokesman added: "You will still see us continuing to work in the area to reinstate the burst location. However, this shouldn't affect your water supply.
"Thank you for your cooperation whilst we repaired this burst."