⚡ Audit Design
Bias Audit Architect
Designed structured A/B test prompts across 4 bias categories to isolate the variable under investigation.
📊 Evidence Collection
Evidence Analyst
Collected, quantified, and classified output gaps using the Strong / Potential / Fair / Inconclusive framework.
🗂️ Root Cause
Root Cause Investigator
Applied the 5-type bias taxonomy and 5-root-cause framework to explain observed disparities.
📄 Reporting
Audit Report Author
Published a formal audit report with an executive summary, findings table, and a risk-rated verdict.