← ResourcesIllustrative case study / Insurance company
Human review behind an insurance data workflow
An illustrative annotation and quality-review model with clear boundaries around insurance decisions.
CoverSproutCoverSprout is a fictional business. This example illustrates a possible staffing approach. It does not describe a real client or achieved outcomes.
The 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.