The therapeutic alliance is one of the most reliable predictors of engagement and treatment outcome across psychotherapies, yet its role becomes especially consequential in substance use disorder (SUD) treatment, where ambivalence, shame, and fluctuating motivation are common. This integrative review synthesizes contemporary alliance research, process-outcome findings, and motivational science to clarify how relational mechanisms function as active ingredients in addiction tr