Safety stock is an extra quantity held to absorb the uncertainties of demand and supplier lead time and limit the risk of stockout. It depends on the observed variability and the target service level. The higher that level, the larger the safety stock must be.
Example
Common formula: safety stock = z x standard deviation of demand during the lead time, with z tied to the target service level.