Not legal advice. A plain-English map of the laws that apply when a trade business uses AI or automated software to hire, dispatch, score, or discipline technicians. Current as of November 2026. Several of these laws are new, have pending rules, or are in litigation, so confirm with an employment attorney before you rely on any of it.
Quick answer
There’s no federal AI hiring law, but federal discrimination law still applies to AI decisions, and a growing list of states and cities now regulate automated hiring and management tools directly. For a trade shop, the risk isn’t a robot hiring your techs. It’s a screener, scorecard, or auto-dispatch feature quietly making decisions nobody reviews.
- Hiring: NYC requires annual bias audits and 10 business days’ notice. Illinois requires notice and bans ZIP-code proxies. New Jersey codified disparate-impact liability for automated tools.
- Coming January 1, 2027: Colorado’s rewritten AI law and California’s CCPA rules on automated decision-making, which explicitly cover “allocation or assignment of work.”
- July 1, 2027: California’s No Robo Bosses Act bars firing or disciplining based solely on software.
- October 1, 2027: Connecticut’s pre-decision notice for automated employment tools, though scheduling and productivity monitoring are excluded.
- Safe default everywhere: tell people when software is involved, keep a human making the final call, and make your vendor explain what the tool does.
On this page
Most trade owners don’t think they use AI in hiring. Then you look at the stack: a job board that ranks applicants by “match score,” a phone agent that screens candidates after hours, a dispatch board that auto-assigns calls, a scorecard that flags techs with high callback rates, and a dashcam that grades driving. Each of those makes or shapes a decision about a person’s job. That’s exactly what the new laws are written to reach.
This guide sorts the laws by what they actually touch in a service business: who you hire, and how you manage the techs you have.
Where AI hides in a trade shop
| Tool | What it does | Laws that may care |
|---|---|---|
| Job board ranking and “match scores” | Sorts or hides applicants based on resume analysis | NYC LL 144, Illinois HB 3773, New Jersey rules, California FEHA regs, Colorado, Title VII and ADEA |
| Automated knockout questions | Rejects applicants who answer “no” to a screener | Federal disparate impact; Illinois if criteria act as proxies |
| AI phone or chat screeners | Interviews and scores candidates, books interviews | Illinois AI Video Interview Act (video), Maryland (facial recognition), NYC, Colorado, Connecticut |
| Auto-dispatch and job assignment | Assigns calls by location, skill, or performance | California CCPA ADMT rules (“allocation or assignment of work”), possibly Colorado and Illinois |
| Tech scorecards and rankings | Ranks techs on callbacks, close rate, reviews, drive time | California SB 947, Illinois, Colorado, Connecticut (if used for discipline or pay) |
| AI dashcams and driver scoring | Grades driving, sometimes analyzes faces | California AB 1883 and SB 947; state notice laws |
| Commission and pay automation | Calculates pay from job data | Wage law as usual; Colorado if the tool decides compensation |
A simple calculation, like a commission split your rules define, is different from a tool that predicts, scores, or ranks people. Most of these laws target the second kind. Definitions vary by law.
The laws at a glance
| Jurisdiction | Law | Effective | What it requires | Enforcement |
|---|---|---|---|---|
| New York City | Local Law 144 (AEDT) | Enforced since July 2023 | Independent bias audit within a year before use, public audit summary, notice to candidates and employees 10 business days before use | Civil penalties, $500 first violation, up to $1,500 after |
| Illinois | HB 3773, amending the Human Rights Act | Jan. 1, 2026 | No AI use that has a discriminatory effect; no ZIP codes as a proxy; notice when AI is used in recruiting, hiring, discipline, discharge, and other terms of employment | Illinois Human Rights Act process; notice rules proposed and withdrawn in 2026 |
| Illinois | AI Video Interview Act (820 ILCS 42) | 2020 | Notice, explanation, and consent before AI analyzes video interviews; limits on sharing; deletion on request | Statutory |
| Maryland | HB 1202 | 2020 | No facial recognition templates during interviews without a signed consent waiver | Statutory |
| New Jersey | N.J.A.C. 13:16 (Division on Civil Rights) | Dec. 15, 2025 | Codifies disparate-impact liability under the Law Against Discrimination, naming automated decision tools | Civil rights enforcement; employer liable for vendor tools |
| California | FEHA automated-decision system regulations | Oct. 1, 2025 | Discrimination law applies to automated decisions; anti-bias testing (or the lack of it) is relevant evidence | Civil Rights Department and lawsuits |
| California | CCPA automated decision-making technology (ADMT) regulations | Jan. 1, 2027 for existing uses | Pre-use notice, opt-out (with exceptions), access rights, and risk assessments for “significant decisions,” including hiring, pay, and allocation of work | CPPA and Attorney General, $2,500 per violation, $7,500 intentional; only businesses covered by the CCPA |
| California | SB 947, No Robo Bosses Act | July 1, 2027 | No sole reliance on automated systems for discipline or termination; human corroboration; post-use notice | Labor Commissioner, $500 per violation |
| Colorado | SB 26-189 (replaced SB 24-205) | Jan. 1, 2027; enforcement tied to AG rulemaking | Notice before automated tech materially influences a consequential decision; plain-language explanation after an adverse outcome; data correction; human review where commercially reasonable; 3-year records | Attorney General only, up to $20,000 per violation |
| Connecticut | SB 5, Public Act 26-15 | Oct. 1, 2026 (WARN, discrimination defense); Oct. 1, 2027 (notice) | Pre-decision written notice with the tool’s trade name, purpose, and data used; AI is not a defense to discrimination | Attorney General, 60-day cure through 2027 |
| Texas | TRAIGA, HB 149 | Jan. 1, 2026 | No AI deployed with intent to discriminate; disparate impact alone isn’t enough. Most duties fall on government | Attorney General |
Sources: Epstein Becker Green; Cooley; Akin Gump; Rocky Mountain Employer blog; AI Compliance Atlas; SiftFirst tracker; Proskauer; Ropes & Gray. Checked November 2026. NYC penalty amounts are from the city’s rules as commonly reported; verify with NYC DCWP.
The federal picture
No federal statute regulates AI hiring tools specifically. But the old laws still apply to new tools:
- Title VII, the ADEA, and the ADA apply to decisions made with software the same as decisions made by people. If a tool screens out older applicants, applicants of one race, or people with disabilities, the employer is on the hook.
- The case trade owners should know: in 2023, the EEOC settled with iTutorGroup for $365,000 after its software automatically rejected women 55 and older and men 60 and older. That wasn’t sophisticated AI. It was a rule someone typed in.
- Vendors can be in the case too. In Mobley v. Workday, a federal court in May 2025 let age discrimination claims against the software vendor proceed as a nationwide collective action. Using a big-name tool doesn’t shift the risk off you; it may just add a co-defendant.
- Federal enforcement priorities shifted in 2025. Federal agencies have pulled back on disparate-impact enforcement, and AI guidance documents were removed. That doesn’t change the statutes or stop private lawsuits, and states like New Jersey moved the other way.
- The December 2025 executive order (EO 14365, “Ensuring a National Policy Framework for Artificial Intelligence”) created a DOJ AI Litigation Task Force to challenge state AI laws. As Ropes & Gray notes, an executive order on its own doesn’t preempt state law. Until a court or Congress says otherwise, state AI laws are enforceable and you need to comply.
Hiring laws in detail
New York City
If you hire for jobs in NYC and use an automated employment decision tool to “substantially assist” hiring or promotion, you need an independent bias audit within the year before use, a public summary of the results, and notice to candidates at least 10 business days before the tool is used. There’s no small-business exemption. Most job boards’ built-in ranking is the gray area; ask the vendor whether they’ve had an audit done and whether it covers how you use the tool.
Illinois
Illinois has two laws. HB 3773, effective January 1, 2026, amends the Illinois Human Rights Act. It applies to employers with one or more employees and covers AI used in recruiting, hiring, promotion, training selection, discipline, discharge, tenure, and the terms of employment. You can’t use AI in a way that has a discriminatory effect, you can’t use ZIP codes as a proxy for protected classes, and you have to give notice. The Department of Human Rights proposed notice rules in May 2026 and withdrew them in June, so there’s no official template yet. Give notice anyway.
The ZIP code ban matters to trade shops. “Only show me applicants within 15 miles” feels like a dispatch decision. Depending on how it’s implemented and the area, it can screen out neighborhoods along racial lines. Base distance rules on actual job requirements, like on-call response time, and document why.
The AI Video Interview Act applies if AI analyzes recorded video interviews: you have to notify the applicant, explain how the AI works and what it evaluates, get consent, limit sharing, and delete the video on request.
New Jersey, California, Maryland, and Texas
- New Jersey’s Division on Civil Rights rules, effective December 15, 2025, make clear that automated decision tools can create disparate-impact liability under the Law Against Discrimination, and employers can’t outsource that responsibility to vendors.
- California’s Civil Rights Council regulations, effective October 1, 2025, apply FEHA to automated-decision systems. Whether you tested a tool for bias is relevant evidence.
- Maryland requires a signed consent waiver before facial recognition is used during an interview.
- Texas TRAIGA bars deploying AI with intent to discriminate. It expressly says disparate impact alone doesn’t establish intent. Federal law still applies to Texas employers.
Dispatch, scoring, and discipline
This is where trade shops are more exposed than office employers, because dispatch software touches pay and performance every day.
California: two separate laws
The CCPA’s ADMT regulations cover technology that processes personal information and uses computation to replace human decision-making in “significant decisions.” For employment, that list includes hiring, compensation, promotion, demotion, suspension, termination, and, notably, “allocation or assignment of work.” Businesses already using ADMT have until January 1, 2027 to provide a pre-use notice, an opt-out or a qualifying exception, access rights, and a risk assessment. This only applies to businesses covered by the CCPA, which generally means about $26.6 million or more in annual revenue or large-scale data handling. Most small shops aren’t covered; a big multi-location HVAC company may be.
SB 947, the No Robo Bosses Act, applies to all California employers starting July 1, 2027. You can’t rely solely on an automated decision system to discipline or fire someone. If you primarily rely on one, a human must independently corroborate the decision using the same data, and you have to give the worker a written notice when you tell them the decision. See California employment laws for trade employers.
Colorado
SB 26-189, signed May 14, 2026, repealed and replaced Colorado’s original AI Act. It drops the original law’s risk management program and annual impact assessments. Starting January 1, 2027, with enforcement tied to the Attorney General finishing rules, a business that uses automated decision-making technology to materially influence a “consequential decision” must:
- Give clear notice before the technology is used.
- After an adverse outcome, provide a plain-language explanation of the decision and the technology’s role, including how to get more details like the tool’s name, developer, and data sources.
- Let people correct inaccurate data and request human review where commercially reasonable.
- Keep records for at least three years.
A consequential decision includes one related to access to, eligibility for, or compensation related to employment. For a commission tech, a tool that decides who gets the high-ticket install calls is arguably a compensation decision. That question hasn’t been answered. Enforcement of the original law is also tied up in a federal lawsuit filed by xAI in April 2026, with the parties agreeing to a temporary stay.
Connecticut
Connecticut’s SB 5 is narrower for dispatch. Its pre-decision notice requirement, starting October 1, 2027, covers hiring, promotion, discipline, discharge, training selection, and other material terms of employment. It expressly excludes nonmaterial changes to tasks, hours, or assignments, and decisions about health and safety, scheduling and planning, and productivity monitoring. Routine dispatch is likely out; using a scorecard to discipline or fire is in. Starting October 1, 2026, using AI is also no defense to a discrimination claim.
Illinois
HB 3773’s coverage of “terms, privileges, or conditions of employment” is broad enough that a tool that affects techs’ work and pay could fall under it. Give notice.
Five real trade-shop scenarios
The job board auto-rejects anyone without an EPA 608
A knockout question tied to a real job requirement, applied the same way to everyone, is the low-risk end. Problems start when the criteria aren’t required for the job: “no employment gaps,” “graduated after 2010,” or a radius filter that tracks ZIP codes. Those can screen out older applicants, people with disabilities, or whole neighborhoods. Fix: use only criteria you can tie to the actual job, and review rejections periodically.
An AI phone agent screens applicants after hours and scores them
This is an automated employment decision tool in plain terms. In NYC, it likely needs a bias audit and notice. In Illinois, notice, and if it analyzes video, consent. In Colorado starting 2027 and Connecticut starting October 2027, notice. Fix: have the agent collect information and book interviews, and have a person decide who moves forward. Tell applicants it’s an automated system.
Auto-dispatch sends the big install jobs to the top-ranked tech
If techs are on commission, the assignment rule moves money. California’s CCPA rules name “allocation or assignment of work” as a significant decision for covered businesses. Colorado covers decisions about compensation related to employment. Connecticut excludes scheduling and nonmaterial assignments. Fix: keep a dispatcher able to override, write down the assignment rules, and make sure the ranking isn’t built on anything that tracks age, disability, or other protected traits.
The scorecard flags a tech, and HR writes them up automatically
This is what California’s SB 947 targets starting July 1, 2027, and it’s covered by Connecticut’s notice rules from October 2027 and Illinois today. Callback rates can be skewed by things the tech doesn’t control, like being sent to older equipment. A tech on intermittent medical leave may look “low production.” Fix: scores start a conversation; a manager reviews the jobs behind them and documents the decision.
An AI dashcam scores drivers and triggers discipline
In California, AB 1883 bars AI surveillance that infers emotional state, starting January 1, 2027, and SB 947 bars sole reliance on the score for discipline. Other states have notice rules for monitoring. Fix: ask the vendor exactly what the camera infers, turn off emotion or attention inference where you can, and have a manager review the footage before acting. See GPS tracking laws for technicians.
Eight questions for your software vendor
Most of these laws put the obligation on you, the employer, not the vendor. Send these in writing and keep the answers:
A plain-language notice you can adapt
There’s no single notice that satisfies every jurisdiction, and Colorado, Connecticut, and California each spell out required content. But a clear notice is the common thread. Have your attorney adapt this starting point:
“[Company] uses software to help with [screening job applications / assigning service calls / reviewing performance data]. The software is [tool name] from [vendor]. It looks at [the information you provide in your application / job history, callbacks, and customer reviews] to [rank applicants / suggest assignments / flag performance trends]. A [hiring manager / dispatcher / service manager] reviews the results and makes the final decision. You can ask what information was used, correct anything that’s wrong, and ask a person to review a decision by contacting [name, email, phone]. We won’t retaliate against you for asking.”
Checklist
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Dispatch with a human in charge
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