The attack targets a major industrial site in Jubail.
IRGC states the operation was a response to regional tensions.
Saudi officials have not yet confirmed the extent of the damage.
Iran has attacked Saudi Arabia's Jubail petrochemical complex, IRGC says
Strategic angle: Iran's Revolutionary Guard Corps claims responsibility for the attack on a key petrochemical facility in Saudi Arabia.