Our mission is to enable enterprises to preempt supply chain risk. Combining state-of-the-art machine learning with network science, Alchemai EDGE is a software tool designed to enhance supply chain managers’ decision-making capabilities by providing them with the best possible version of their true supply chain network and its dynamics. By leveraging the wealth and diversity of data collected in a supply chain, the solution becomes the primary tool for informing supply chain managers, thus dramatically reducing cost overruns, identifying vulnerabilities and adversarial manipulations in real-time, and increasing profit margins. Alchemai EDGE provides a powerful supply chain visualization platform, an exploratory and interactive infrastructure for risk assessment in the supply chain network, and a characterization of risk cascades that are induced by high-risk suppliers. It also allows supply chain managers to interrogate a supply chain to see the side effects of a company that disrupts the supply chain network. The solution integrates both internal and external data sources to generate a multi- dimensional risk score that is used to assess the quality, robustness, and vulnerability of a supply chain. Alchemai EDGE thus gives an interactive tool for assessing the diversity of risks. This is an innovative and new approach to supply chain management: the use of machine learning to synthesize diverse data, including real-time timing, inventory, and transportation data, to produce a composite risk assessment of supply chain vulnerabilities and robustness. CMMC management and implementation.