ENTITY RESOLUTION CAPABILITIES TO CONSIDER This technical overview provides a list of important capabilities to consider when evaluating whether to buy or build enterprise-grade entity resolution (ER) technology. While many of these capabilities are obvious, some are often overlooked. The table below summarizes the capabilities covered in this document and the benefits of each. In the three columns on the right: ? Accuracy indicates fewer false positives, fewer false negatives, or a higher overall F1 score. ? Operations refers to efficiencies in day-to-day administration and the ability to easily adapt to evolving requirements. ? Cost savings designates a faster return on investment (ROI). TECHNICAL OVERVIEW SUMMARY OF ER CAPABILITIES TO CONSIDER CATEGORY CAPABILITY ACCURACY OP

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