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.
Regulatory signals across key workplace technology categories
CURRENT COVERAGE
Calculated from source-verified 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, with coverage expanding through a source-first verification process.
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Related coverage: State AI Employment Laws: What’s Law, What’s Pending, and What’s Guidance →Colorado repealed and reenacted its automated-decision framework. The replacement law applies to consequential decisions made on or after January 1, 2027, including covered employment decisions; implementing rules proposed on August 11, 2026 are not yet final.
Related coverage: Colorado AI Employment Law: What Employers Need to Know Before 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: State AI Employment Laws: What’s Law, What’s Pending, and What’s Guidance →LATEST COVERAGE
Editorial analysis and explainers connected to verified regulatory records and primary sources.
CT
Connecticut's 2026 law changes discrimination and layoff-notice rules first, then adds a narrower automated-employment disclosure framework for qualifying deployments beginning October 1, 2027.
CO
Colorado has enacted a replacement framework for automated decisions, but its core duties apply to decisions made on or after January 1, 2027—and the Attorney General’s implementing rules are still proposed.
CA · CO · CT · IL · MD · MA · NJ · NY · VT · WA
The workplace-AI rulebook is not one category of law. It is a mix of operative statutes and regulations, future-effective frameworks, city-level requirements, pending bills, and agency interpretations of existing law.
COVERAGE AREAS
Screening, assessment, notice and audit frameworks.
↗02Workplace surveillance, productivity tools and privacy.
↗03Automated scheduling, evaluation and work allocation.
↗04Physical automation, displacement and workforce transition.
↗05Data collection, consent and governance questions.
↗06Decision support, accountability and human review.
↗BUILT FOR DECISION-MAKERS
Explainers and compliance intelligence help teams understand the questions to ask—without presenting general information as legal advice.