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AI hiring laws from January 1, 2027: Colorado and California

Colorado's AI law and California's automated decision rules reach hiring tools on January 1, 2027. What each requires of employers and what to do now.

By Stan SedberryPublished 7 min read

On January 1, 2027, 2 sets of rules on automated hiring tools start: Colorado's Senate Bill 26-189 and California's privacy rules on automated decisionmaking. Both require notice before a covered tool shapes a hiring decision. Colorado adds an explanation within 30 days of a rejection and a human review on request. California adds an opt-out, with exceptions. California's anti-bias rules and an Illinois law already apply.

  • Colorado's law applies to hiring decisions made on or after January 1, 2027 that a covered tool materially influences.
  • California's privacy rules apply when a tool makes a hiring decision without human involvement as the rules define it.
  • Make a list of every tool that scores, ranks, or screens applicants, and ask each vendor for its documentation now.

Colorado's AI law, Senate Bill 26-189: what employers must do from January 1, 2027

Colorado's governor signed Senate Bill 26-189 on May 14, 2026. It repeals and reenacts Senate Bill 24-205, the state's 2024 law on artificial intelligence (AI) systems. Its duties take effect January 1, 2027, and apply to consequential decisions made on or after that date.[2][1]

The law covers automated decision-making technology. That is software that processes personal data to produce a score, ranking, recommendation, or prediction used in a decision about a person.[2]

A consequential decision includes one about employment. It covers employees, and job applicants who are Colorado residents. It also covers anyone a business doing business in Colorado evaluates for an opportunity there.[2]

A tool is covered when it materially influences the decision: its output is more than a trivial factor and affects the outcome. A tool that only summarizes or organizes information for a person to review, with no score or ranking, is outside the definition.[2]

As the deployer (the business that uses the tool), an employer must:

  • Give clear notice before using a covered tool in a hiring decision, including how to get more information.
  • Within 30 days after a rejection or other adverse outcome, explain in plain language the tool's role and how to request more information.
  • On request after an adverse outcome, explain how to correct inaccurate personal data, and offer meaningful human review where commercially reasonable.
  • Keep records that show compliance for at least 3 years after each decision.
[2]

The developer (the vendor) must give you documentation from January 1, 2027: intended uses, training data categories, known limits, and instructions for human review. Only the attorney general enforces the law, as a deceptive trade practice. There is no new private right of action.[2]

Before acting, the attorney general must give a 60-day notice to cure when a cure is possible. That step ends on January 1, 2030, and does not apply to knowing or repeated violations. The law requires rules on the adverse-outcome explanations, correction, and human review by January 1, 2027.[2]

A developer or deployer can be liable under Colorado's anti-discrimination laws for a decision a covered tool materially influenced. The law splits fault between them by relative fault. A contract term that shields either party from liability for its own discriminatory acts is void, and complying with this law is no defense.[2]

The attorney general's rules are not final. The Colorado Department of Law filed proposed rules on August 11, 2026 and released an interim draft on October 6, 2026. It published a regulatory analysis on October 21, 2026. Its hearing is October 26, 2026, the last day for written comments unless the hearing continues.[3]

California's automated decisionmaking rules: compliance by January 1, 2027

The California Privacy Protection Agency (CPPA) rules on automated decisionmaking took effect January 1, 2026. A business that uses such technology for significant decisions must comply by January 1, 2027.[4][5]

They apply to businesses covered by the California Consumer Privacy Act. One test is annual gross revenue in the preceding calendar year over $26,625,000, the amount set on January 1, 2025. The agency adjusts it for inflation every odd-numbered year, so it can change on January 1, 2027.[7][10]

Employees and job applicants who live in California count as consumers. A significant decision includes hiring, assigning work, pay, promotion, demotion, suspension, and termination.[6][5]

California's definition is narrower than Colorado's. It covers technology that replaces human decisionmaking, or substantially replaces it by deciding without human involvement. Human involvement means a reviewer who can interpret the output, reviews it with other relevant information, and has authority to change the decision.[5]

A business that uses such a tool for a hiring decision must give:[5]

  • Pre-use notice: tell applicants, at or before collecting their data, the specific purpose of the tool and their rights. It can go in your notice at collection.
  • Opt-out: offer 2 or more ways to opt out of the tool, unless an exception applies.
  • Access: on request, explain the purpose of the tool and the logic of how it processed the person's data.
[5]

Three exceptions to the opt-out can apply in employment. You need no opt-out if you let the person appeal to a human reviewer with authority to overturn the decision.[5]

Nor do you need one for a hiring tool that only assesses ability to do the job. The same goes for a tool used only to allocate work or set pay. In both of those cases the tool must work for its purpose and not unlawfully discriminate.[5]

The CPPA enforces these rules through administrative actions, and the California Attorney General through civil actions. Each can seek up to $2,663 per violation, or $7,988 per intentional violation, at the amounts set on January 1, 2025.[10][7]

AI hiring rules already in force: California's Civil Rights Council and Illinois

California's Civil Rights Council rules took effect October 1, 2025. They bar employers from using an automated-decision system that discriminates on a basis protected by the Fair Employment and Housing Act (FEHA). FEHA's ban on discrimination covers employers with 5 or more employees.[11][12]

The rules define agents and employment agencies as covered entities, so a vendor acting for an employer can be covered.[11]

Employers must keep employment records, automated-decision data included, for at least 4 years.[8]

Illinois Public Act 103-0804 (House Bill 3773) took effect January 1, 2026. Under the Illinois Human Rights Act, it is a civil rights violation to use AI that has a discriminatory effect on a protected class. Using zip codes as a proxy is a violation. Employers must give employees notice of AI use in employment decisions.[9]

The Illinois law's definition of employer includes anyone with 1 or more employees in Illinois for 20 or more calendar weeks a year. It directs the Illinois Department of Human Rights to adopt rules on when and how to give the notice.[9]

A person can file a discrimination charge with the Illinois Department of Human Rights.[15]

The department proposed such rules on May 15, 2026 and withdrew them in June 2026 to consult other state agencies. No final rules were found as of October 22, 2026.[13][14]

The 4 state rules on automated hiring tools, by status on October 22, 2026
RuleStatusMain duty for employers
Colorado Senate Bill 26-189Signed May 14, 2026; applies from January 1, 2027Notice, an explanation after a rejection, and human review on request
California privacy rules on automated decisionmakingIn effect January 1, 2026; compliance by January 1, 2027Pre-use notice, an opt-out or appeal, and access on request
California Civil Rights Council rulesIn force since October 1, 2025Unlawful to use a system that discriminates; keep records, automated-decision data included
Illinois Public Act 103-0804In force since January 1, 2026; notice rules withdrawn in June 2026No discriminatory effect or zip code proxies; notice of AI use
[2][4][8][9]

What employers should do before January 1, 2027

  1. List every tool that scores, ranks, screens, or recommends applicants or employees, and where each one is used.
  2. Mark which decisions each tool influences, and the states where your applicants and employees live or work.
  3. Ask each vendor for the documentation Colorado requires developers to provide from January 1, 2027.
  4. Review vendor contracts: in Colorado, a term that shields either party from its own discriminatory acts is void.
  5. Write the notices: Colorado's notice before use, California's pre-use notice, and Illinois' notice of AI use.
  6. Choose a California opt-out method or set up a human appeal that meets the exception.
  7. Name trained reviewers with authority to change a decision, for Colorado's human review and California's appeal. See interview questions to ask candidates for the interview stage.
  8. Set a process to send Colorado's explanation within 30 days of an adverse outcome.
  9. Set record retention to meet the longest period that applies to you.
  10. Read Colorado's final rules when the attorney general adopts them, and adjust your explanations.
[2][5][9][8]

State AI rules sit alongside the employee and contractor classification rules.

Colorado's meaningful human review needs a trained reviewer who weighs relevant primary evidence and does not default to the tool's output.[2]

Sources

Scope: Covers Colorado, California, and Illinois rules on automated tools in employment decisions, as of October 23, 2026. Does not cover federal law, New York City's law, other states, or Colorado's attorney general rules, which were not final. For a specific tool, ask an employment lawyer; for state guidance, contact the Colorado Attorney General, the California Privacy Protection Agency, the California Civil Rights Department, or the Illinois Department of Human Rights.

Job.com is a recruiting and staffing company.

  1. SB26-189 Automated Decision-Making TechnologyColorado General Assembly · Accessed October 23, 2026
  2. Session Laws 2026, Chapter 131 (Senate Bill 26-189), Automated Decision-Making TechnologyColorado General Assembly · Accessed October 23, 2026
  3. Colorado Automated Decision-Making Technology & Chatbot Safety RulemakingColorado Attorney General · Accessed October 23, 2026
  4. California Finalizes Regulations to Strengthen Consumers' PrivacyCalifornia Privacy Protection Agency · Accessed October 23, 2026
  5. Text of Regulations (CCPA Updates, Cyber, Risk, ADMT, and Insurance Regulations)California Privacy Protection Agency · Accessed October 23, 2026
  6. Frequently Asked Questions (FAQs)California Privacy Protection Agency · Accessed October 23, 2026
  7. Updated Monetary Thresholds in CCPACalifornia Privacy Protection Agency · Accessed October 23, 2026
  8. Civil Rights Council Secures Approval for Regulations to Protect Against Employment Discrimination Related to Artificial IntelligenceCalifornia Civil Rights Department · Accessed October 23, 2026
  9. Public Act 103-0804Illinois General Assembly · Accessed October 23, 2026
  10. California Consumer Privacy Act of 2018 (as amended, effective January 1, 2026)California Privacy Protection Agency · Accessed October 23, 2026
  11. Notice of Approval of Regulatory Action, OAL Matter Number 2025-0515-01 (automated-decision systems)California Office of Administrative Law, via the Civil Rights Department · Accessed October 23, 2026
  12. EmploymentCalifornia Civil Rights Department · Accessed October 23, 2026
  13. Flinn Report, Volume 50, Issue 20 (May 15, 2026)Joint Committee on Administrative Rules, Illinois General Assembly · Accessed October 23, 2026
  14. Flinn Report, Volume 50, Issue 26 (June 26, 2026)Joint Committee on Administrative Rules, Illinois General Assembly · Accessed October 23, 2026
  15. Filing a Charge of DiscriminationIllinois Department of Human Rights · Accessed October 23, 2026

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