It's a variation of the surname "Saija," which is commonly found in the southern Italian region of Sicily.
It's important to note that surname origins can be complex and may vary based on individual family history and migration patterns. While the most common origin of Saiia is Italian, there could be other potential origins depending on the specific family history.