Public registry

Audits

Blueprint's matching engine and learning models make decisions that matter for children. We pre-register what would tell us a model is failing, before it ships. This page is that registry, made public so the criteria can't be quietly revised.

When any criterion is violated, we suspend the affected component within 48 hours, post a plain-language disclosure here, notify affected families within 72 hours, and post a corrective plan within 14 days.