Clean nightly matchmaking records, queue corrections for review

Your matchmaking table builds up bad or missing records that disrupt daily outreach and matching. It queues errors for review and applies approved corrections so data is ready for morning operations.

Overview

Run this nightly pipeline so your program coordinators start the day with clean, reliable matchmaking data rather than manual triage. It surfaces exceptions for fast human review and applies approved corrections within hours, clearing morning blockers for operations.