Project Overview

User Research

I conducted research by reviewing policy analysis workflows, labor market reporting practices, and expert commentary on economic decision making under uncertainty. The goal was to understand how analysts synthesize fragmented evidence, assess risk, and justify decisions within tight time constraints

Paint Point:

1. Fragmented Evidence

Labor market signals are spread across sources with different update cycles and reliability, making synthesis slow and error-prone

2. Unclear confidence and timing

Labor market signals Analysts struggle to judge how much weight to assign to signals and when actions is actually required.

3. Weak decision traceability

Rationale for intervention decisions is often undocumented or difficult to communicate to stakeholders

Design Solution