MatchLogic Blogs

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

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

Learn how entity resolution strengthens KYC, AML, sanctions screening, and fraud detection for banks and financial institutions managing complex customer and counterparty data

Learn how entity resolution improves patient matching, reduces duplicate records, and supports HIPAA compliance for hospitals and health systems managing millions of patient records.

Understand how entity matching software uses string similarity, phonetic, probabilistic, and ML algorithms to identify records that represent the same entity across databases.

Compare build, buy, and hybrid approaches to entity resolution. Includes cost analysis, decision framework, and evaluation criteria for enterprise data teams.

Learn how entity resolution and data linkage connect records across databases when shared identifiers are missing. Covers techniques, linkage models, and enterprise use cases.

Data matching software automates the process of comparing records across one or more datasets to identify entries that refer to the same real-world entity. It uses deterministic rules, probabilistic s

Record linkage software identifies and connects records from different data sources that refer to the same real-world entity, without requiring those sources to share a common unique identifier. Forma