Documentation, Adverse Impact Monitoring, and Governance
Keep a structured record: job analysis outputs, blueprint decisions, scoring rubrics, training materials, and validation summaries. Monitor subgroup outcomes and investigate disparities thoughtfully. Convene a small governance group to approve changes, handle exceptions, and steward ethics. This operational backbone sustains credibility, enables audits, and ensures continuous refinement driven by data, compassion, and accountability.