From DSAT Themes to Deployed Knowledge Checks in Two Hours

## The problemLearning teams want to close skill gaps the moment they show up in customer support data. Today that means a half-day of manually auditing tickets, ranking themes, and drafting question scaffolds — usually after a DSAT spike has already done damage. The cycle from "what's hurting CSAT this week" to "knowledge check live with the team" is measured in weeks.## What this app doesA recurring workflow that compresses that cycle to under two hours. Top DSAT drivers and support ticket themes are ranked by volume and severity, broken out by line of business, with week-over-week direction. Themes without an active knowledge check are flagged as coverage gaps. Selecting a theme expands a knowledge check scaffold — scenario stems, skill target, suggested questions — that an L&D specialist can review, edit, and mark ready for deployment.## Key takeaways- Top DSAT drivers ranked automatically each week- Knowledge check scaffolds pre-populated from theme data- Coverage gaps flagged: which themes have no live check- L&D sessions shift from analytical to creative and editorial## Who it's forLearning and development teams, instructional designers, and customer experience leaders at marketplace, technology, and service businesses.