Clair, Thank you for hosting this meeting. Given the urgency and priority of this initiative, I’m wondering if it’d be appropriate for it to have its own “Data Quality” category here in our forums? Second, I suggested that a quality control effort may want to have regression tests as the 1st development stage, and this connects this work with the urgent need for a demo database which @schuemie has started, so that we could validate that the checks are producing the sort of results we expect. Third, I suggested that rather than start with implementing, we could start by producing the expected output of the tool, in the expected output format – this way we could have a more concrete discussion of what the scope of the project is, and those who like to work on user interfaces would have something to target now, rather than waiting for a code drop. Having a tight community-oriented feedback loop with regression tests and sample outputs are an important step for a successful delivery. This way we can get user feedback working before we even start to write code.