Case 7
The Benefits Queue Score
Open the file, inspect the artifacts, and decide what the evidence can support before the replay appears.
Case intake
The Benefits Queue Score
A state benefits agency is preparing to route new unemployment claims through a verification score. Claims above the action line would go to manual review before first payment. The pilot dashboard says the score could reduce improper payments and shorten the general queue, but the civil rights office has asked for a fairness review before statewide launch.
You are the government data science reviewer. Your job is to decide whether this score is ready for a live routing policy and what safeguards the evidence supports.
View transcript
The backlog is finally moving. The score does not use race, ethnicity, or language, and the pilot caught more bad claims. I need to know whether fairness has a real blocker or just a communications issue.
Evidence board
Work the scene
Inspect artifacts in any order. Sort what each one does, cite the few you would rely on, then assemble a final judgment with confidence.