Match Precision Audit

The Match Precision Audit is a paid mini-engagement that pairs a domain-shaped Labeled Ground-Truth Dataset with a live scorecard call, so you leave with a scored answer on your match rules instead of a hunch. It's built for MDM practice leads and governance leads who want more than a free look but aren't ready to scope Match Rule Validation yet. This page covers what's included and how the Audit differs from the Sample and Match Rule Validation; it does not cover Match Rule Validation pricing, which lives on that offer's own page.

A domain-shaped Labeled Ground-Truth Dataset built with known fuzzy duplicates, plus a one-page scorecard call where we walk through what it surfaced when run against your current match rules. The Audit is priced at Pricing unavailable, checkout through Stripe, no inquiry required to purchase. Its job is narrow on purpose: give you a real number and a qualified read on whether your rules have gaps worth a full validation. It does not include the failure-tuning pass or the client-ready report that come with Match Rule Validation.

Before the call, you run your current match rules against the delivered dataset, or hand us the rule output to run. The scorecard is built from that run, so the number you leave with describes your rules on your domain rather than a generic benchmark. The Audit sits above the free Sample and below Match Rule Validation, and it is priced as a qualifying step rather than a full engagement.

After the call, you'll know whether your match rules have gaps worth a full validation or whether the Audit answered your question on its own. If your gate review needs the complete outcome, ranked failures, a re-validation pass after tuning, and a report you can forward upward, the Match Rule Validation page covers what that looks like. If the Audit answered your question, there's no obligation to continue. Either way, the scored answer from the Audit is yours to keep, whether or not you book anything further.

If you haven't looked at your own domain's duplicates at all yet, the free Match-Ready Sample is worth requesting before you spend anything on the Audit.