A new and distinct cultivar of Juniper plant named ‘RLH-SS1PI’, characterized by its relatively compact and upright narrowly pyramidal plant form freely branching habit requiring minimal pruning dense and bushy appearance lateral branches that are flexible and resist breakage and splitting leaves that maintain their bluish green color throughout the seasons and good landscape performance.