This dashboard was built to answer a question nobody at the time was asking: "How do we know what they're actually learning — and whether it's working?" Design engineers across 23 departments were completing two-week training programs with no outcome measurement. This real-time management tool tracked every violation across 1,000,000+ records, staged each one through a five-level escalation pipeline, and gave management visibility into exactly where the problems were. Click any row, bar, or card to filter the view.