You should immediately stop the flow of the oil to help prevent the oil from entering water sources or soaking into the ground.
You can then use absorbent materials such as sand (or cat litter) to contain oil.
Turn off supply lines (in case the oil is leaking from a pipe).
Then you should call an oil technician to arrange a clean-up.