So, start with the Consolidation pattern and aim for the Centralization pattern. Once consolidated then use the MDM product also as the authoring tool and phase-wise decommissioning other authoring solutions. The aim always is to identify data silos and consolidate them. This is the reality in most of the MDM implementation projects. So, if we need consolidation then the MDM solution should be capable of sophisticatedly handle complex matching scenarios and should give the developers the flexibility of choices to pick and select different matching algorithms and different matching techniques.
Typically large enterprises that have adopted digitalization long back and have collected information using multiple sources like ERP, CRM, Web Apps, Websites, POS, etc. At times the defined rules in the system are not enough and we will need some expert intervention to resolve duplicities or even to realize whether or not they are duplicates at all like identifying false positives and dealing with them. Then de-dupe it and execute survivorship to generate the Golden record. And in order to do that we need to bring them all to a central location. When we are aware that there are silos of the same or similar data in the enterprise and we need to harmonize them to create a golden copy in-fact the aim is to identify the best version among all store information.
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