Data Quality

Record Quality, Evidence & Provenance Workshop Module

A record can be easy to exchange while remaining incomplete, difficult to substantiate, or unclear about its history. This module helps partners examine selected claims, supporting evidence, transformations, and correction routes so recipients can understand what the information supports and where uncertainty remains.

Fragmented Member Data & System Connections

Member information is spread across systems that describe different parts of the relationship. This practical module helps your team trace one information need across those sources, clarify which records describe whom, and define useful connections without losing source context or responsibility.