The main objective of the paper is to analyze and synthesize existing scientific literature related supply chain areas where machine learning (ML) has already been implemented within risk management (SCRM) field, both in theory practice. Furthermore, we analyzed which risks were addressed use cases as well how ML might shape SCRM. For this purpose, conducted a systematic review. results showed ...