The Record-Matcher is an AI-powered, human-assured tool for comparing overlapping resource directory datasets.

We decided to build our own record-matching tool, and we’re excited to share it as an open-source technology that can benefit the entire field.

The Record-Matcher is an AI-powered, human-assured tool for comparing overlapping resource directory datasets.

The tool works specifically with data in Open Referral’s HSDS format. Standards are necessary to enable this kind of apples-to-apples comparison, because they enable data from different sources to be translated into a common language.

Once multiple datasets are loaded, Record Matcher identifies potential matches, and assigns each a confidence rating to indicate the likelihood that they refer to the same thing.

Status: Active
Founded: 2026
Parent Organization: Connect 211
Last Modified: 3/23/2026
Added on: 1/30/2026

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