Safety stock is the cushion of inventory held above expected demand to absorb variability in demand and supply lead time, protecting a target service level (the probability of not stocking out).
It is sized statistically from demand variation, lead-time variation, and the desired service level. Reducing the underlying variability — not just adding stock — is the lean way to shrink it. Safety stock combines with the reorder point to set replenishment policy.