When the platform can't keep up with the mission

A regulated charity serving 20,000–30,000 members had a data problem it couldn't see clearly enough to fix. Manual imports, no deduplication, no partners integration, and no reliable way to know where errors were coming from. We rebuilt it from the ground up.