← ResourcesExample scenario / Insurance company
Human review behind an insurance data workflow
An illustrative annotation and quality-review model with clear boundaries around insurance decisions.
CoverSproutThe challenge
A fictional Australian insurance business is preparing a document-classification dataset. It needs consistent labels and an escalation process, while retaining all underwriting and claims decisions.
2 annotation specialists1 data QA specialist
You’ll see the proposed team, handoffs, responsibilities, suggested measures and pricing structure.