Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for identifying supply chain issues are presented. A first supply chain dataset comprising a plurality of supply chain dimensions may be received. A subset of the dataset may be transformed into plurality of supply chain vectors. A temporal moving average plot may be generated for each supply chain vector in a subset of the plurality of supply chain vectors. A set of rules may be applied to each temporal moving average plot to determine a performance value for each corresponding supply chain vector in the subset. A determination may be made that a performance value for a specific one of the supply chain vectors is below a threshold value. An interactive user interface that indicates the performance value for the specific supply chain vector is below the threshold value may be displayed.