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There have been discussions on how today's supply chains are not only becoming more virtual, but how data and analytics will increasingly drive the future.

There have been discussions on how today's supply chains are not only becoming more virtual, but how data and analytics will increasingly drive the future. However, these opportunities come with great risks. Based on this problem statement ("There is an opportunity to reduce the risk associated to an emerging virtual supply chain) set up a DMAIC proposal for how the proposed company should address this problem (problem statement and gathering of data). Predict the end results from the analysis of the data, and proposed recommendations.

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