At IBM, I conducted end-to-end, mixed-method research on IBM Db2, IBM's 30+ year old relational database. I tested all sorts of different features including: monitoring dashboards, SQL editor, replication-based disaster recovery, backup and restore, and the administration settings area. My research methods included: usability testing, card sorting, tree testing, concept testing, prototype testing, jobs to be done (JTBD), and generative interviews.