Monitor Adverse Impact Before It Becomes a Fire Drill
Explain why AI hiring workflows need regular adverse-impact monitoring by stage and criterion.
If a hiring workflow changes who advances, it must be measured like any other selection procedure. Teams often talk about fairness as if it lives in the prompt or in the vendor slide deck. The Uniform Guidelines push the conversation somewhere more useful: what happened to selection rates, and can the employer explain and justify the procedure being used? That shift matters in AI recruiting because automation can hide the moment where a criterion becomes exclusionary. What to monitor Monitor by stage, not only final hires. Resume screen, recruiter call, assessment, panel, and offer acceptance all tell different stories. A…
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in