Sonoma Police are looking for three women who are suspected of walking out of Sonoma Market on Nov. 4, with more than $1,150 of high-priced wine.

According to Sgt. Jason Craver with the Sonoma Police Department, the theft was discovered after the women left the store. Apparently Sonoma Market employees noticed that a large number of bottles of wine – 22 to be exact – were missing.

Using the surveillance tape, the store narrowed it down to three women who left the store together.

The Police Department posted photos from the surveillance tape on Facebook and the women were identified shortly thereafter.

While the police know who the women are, they hadn’t been arrested as of Wednesday afternoon. When arrested, they could face charges including grand theft-shoplifting and conspiracy to commit a crime.