Lawmakers Push Employment Rules Upstream Across 5 Information Stages
Updated
Updated · Forbes · Aug 10
Lawmakers Push Employment Rules Upstream Across 5 Information Stages
2 articles · Updated · Forbes · Aug 10
Summary
Employment regulation is increasingly targeting the information pipeline before hiring decisions, not just the final employer action, as lawmakers intervene in how data is created, disclosed, evaluated and processed.
Illinois, Missouri, New York, Washington and California illustrate that shift at different points: cleaning criminal records, automating expungement, barring most credit-history use, requiring documented conviction assessments, and restricting uncorroborated AI outputs.
That approach reflects concern that employers often rely on outside data from courts, consumer reporting agencies and HR technology vendors, creating multiple points where errors, bias or outdated records can shape outcomes.
The trend also raises compliance demands beyond rule-following alone, because employers may need to justify relevance, weigh mitigating context, test automated recommendations and explain how a decision was reached.
AI is the newest flashpoint, but the broader pattern predates it: lawmakers are building employment regulation around the full information lifecycle, increasingly acting before a hiring decision is ever made.