Resources

Expert guides on data matching, entity resolution, deduplication, cleansing, and standardization, built for data engineers, architects, and IT leaders.

The Complete Guide to Data Matching: Techniques, Tools, and Best Practices

Data matching is the process of comparing records across one or more datasets to identify entries that refer to the same real-world entity, such as a person, organization, product, or location. It is
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What Is CRM Deduplication?

Compare native CRM deduplication in Salesforce, HubSpot, and Dynamics 365 against enterprise tools. Learn when native features fall short and what to use instead.
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What Is Data Deduplication Software?

Enterprise data deduplication software finds and resolves duplicate records across databases, CRMs, and warehouses using fuzzy matching and survivorship rules.
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What Is Dedupe Software?

Compare enterprise dedupe software by matching accuracy, survivorship rules, scalability, and deployment model to find the right fit for your data quality needs
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What Is Merge Purge?

Learn how merge purge combines multiple data sources, eliminates duplicates, and creates golden records using survivorship rules for direct mail and enterprise data quality.
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