Supply chains (SCs) represent the complex network of different organizations with the main aim of satisfying customer demand. On the other hand, each organization involved in SC has its own goals and objectives which need to be met to maintain the financial stability of the organization and individual position on the market. To do so, organizations need analytical tools. Accordingly, they strive towards a set of contemporary analytical tools to enhance the effectiveness of logistics and supply chain processes. This is exactly the topic of this paper where a comprehensive literature review is conducted in the area of supply chain analytics. This paper aims to summarize and describe the existing knowledge about supply chain analytics and to explore how much this issue is being studied in the literature and potentially discover gaps for further enhancement of this area.