With the size and complexity of supply chains soaring, a daunting challenge is confronting companies: identifying the critical nodes hidden within the vast expanse of their supply networks. These are suppliers, or supplier sites, that might be in the second-tier or lower, which means the big buying companies would ordinarily have no contact and might not even know exist.