Delivery Created for material with ref to a sales Order, even if the stock

Hi Guru,

Deliveriey is getting created of material having TANN as Item category in the sales Order. We want the system to stop creating a delivery, when there is no stock of the same.

How can we configure the scenario.

Please help.

Regards

Amit Shrivastava