The brine from olives can be used as a mixer for cocktails, like dirty martinis, or it can be used to whip up a homemade salad dressing or as a marinade for chicken or fish.
Olive juice can last for around six months in the fridge in a container with an airtight lid. Be sure to strain all parts of the fruit out of the brine so that they don't go bad.