MatchCore

What MatchCore is

MatchCore profiles, standardizes, matches, and merges customer, vendor, and product records into deduplicated golden records. Its profiler examines completeness, null rates, distinct values, entropy, anomalies, and semantic field types. A visual cleansing pipeline supports transformations such as case conversion, punctuation removal, parsing, regex find-and-replace, and phone or ID cleansing. Matching options include exact, phonetic, fuzzy, edit-distance, token-based, and ML-enhanced algorithms, with configurable field weights and confidence thresholds. Survivorship rules can select golden-record values by field, source, completeness, or recency. The product lists more than 300,000 built-in standardization rules for names, addresses, and phone data. Import options include database systems, Salesforce, common file formats, and ODBC. Its Orchestrator can schedule runs or trigger workflows when a connected source updates. Deployment options include desktop, server, and REST API; the desktop option runs locally and keeps data on the user's machine. A 14-day trial is offered without a credit card; there is no free plan.