AI • AUTOMATION • EMPLOYMENT LAW
Bot Labor Law tracks the laws, regulations, lawsuits and policy changes shaping how AI, automation and robotics are used in the workplace.
Sample interface • Live regulatory data coming in a future release
PILOT DATASET
Calculated from verified pilot records—not national estimates.
THE 50-STATE VIEW
BLL tracks laws, legislation, regulations, effective dates, primary sources and workplace-AI topics across U.S. jurisdictions—starting with a carefully verified pilot.
VERIFIED DEVELOPMENTS
Recent source-backed laws and regulatory actions. These are intelligence records, not news articles.
California regulations clarify how the Fair Employment and Housing Act applies when employers and other covered entities use automated-decision systems in employment decisions.
Related coverage: California’s automated-employment rules bring workplace AI into sharper focus →Colorado repealed and reenacted its automated-decision framework. Beginning January 1, 2027, the law governs covered automated decision-making technology used to materially influence consequential decisions, including employment decisions.
Related coverage: Colorado resets its automated-decision framework for 2027 →Illinois amended its Human Rights Act to address employer use of artificial intelligence across recruitment, hiring, promotion, discipline, discharge, and other employment terms.
Related coverage: Illinois AI employment amendments are now effective →LATEST COVERAGE
Editorial analysis and explainers connected to verified regulatory records and primary sources.
CA
The effective regulations connect automated decision systems to existing civil-rights duties and employment-record retention—not a new standalone AI statute.
NY · new-york-city
The ordinance, implementing rules, and enforcement launch have different dates. A reliable compliance summary keeps them separate.
IL
The Human Rights Act now expressly addresses AI used in recruitment, hiring, promotion, discipline, discharge, and other employment activity.
COVERAGE AREAS
Screening, assessment, notice and audit frameworks.
↗02Workplace surveillance, productivity tools and privacy.
↗03Automated scheduling, evaluation and work allocation.
↗04Physical automation and workforce transformation.
↗05Data collection, consent and governance questions.
↗06Decision support, accountability and human review.
↗BUILT FOR DECISION-MAKERS
Future explainers and compliance intelligence will help teams understand the questions to ask—without presenting general information as legal advice.