🎯 The business: small staffing agencies and recruiters use five to ten tools that sort, score or interview candidates, and new city and state laws require notices, consent and audits when those tools help decide who moves forward. You do the operations work: list every tool, collect the vendors’ audit and design documents, put lawyer-approved notices and consent steps in place, and keep the yearly calendar. An employment lawyer, chosen by the client or working with you, makes every legal call. You never give legal advice.
At a glance
| Money to start | ≈ $940 to $2,890 |
| Time to the first paid project | 6 to 12 weeks, mostly spent studying and finding a lawyer partner |
| Hours a week | 10 to 20 |
| Skills that matter most | Recruiting or HR operations, careful reading of rules, organized records, knowing where your job stops |
| What it can pay | About $3,600 a month before tax with six monthly clients and one new setup (worked below) |
Is this for you?
It suits a former recruiter, HR coordinator, paralegal or compliance assistant who knows how an applicant tracking system works and likes checklists. Agencies trust someone who has filled jobs and understands the pace of a desk.
It is a poor fit if you want to be the expert who says what the law means. That is a lawyer’s job, and doing it without a license is the unauthorized practice of law. If you are comfortable saying "that is a question for your lawyer" several times a week, and building everything else around the answer, this works.
Who pays, and what
Staffing agencies and recruiting firms with 3 to 50 recruiters, and small employers that hire in New York City, Illinois or Colorado. They bought tools that rank resumes, run chatbot screens, score assessments or analyze video interviews. Most cannot say which of those tools trigger which law, whether the vendor’s audit covers their use, or whether the notices ever went out.
Three laws drive the work, and they ask for different things:
New York City’s Local Law 144 covers employers and employment agencies that use an automated employment decision tool for candidates or employees in the city. It requires a bias audit by an independent auditor within the year before use, a posted summary of the results, and notice to candidates before the tool is used. Fines start at $500 and run up to $1,500 per violation, and each day of use without an audit counts separately. A December 2025 audit by the New York State Comptroller called the city’s enforcement ineffective; agencies should not read that as permission.
Illinois has two laws. The Artificial Intelligence Video Interview Act (since 2020) requires telling applicants before the interview that AI may analyze their video, explaining how it works and what it looks for, and getting their consent; videos must be deleted within 30 days of a request. HB 3773, which amended the Illinois Human Rights Act on January 1, 2026, bars AI use with a discriminatory effect, bars using zip codes as a stand-in for protected traits, and requires notice when AI is used in employment decisions. The state’s draft notice rules were proposed in May 2026 and then postponed in June, so the exact notice content is still unsettled.
Colorado’s SB 26-189, signed May 14, 2026, replaced the state’s 2024 AI law with a narrower one that takes effect January 1, 2027. Law-firm summaries describe a notice before a covered tool is used and another after an adverse decision, with the attorney general writing the detailed rules.
What clients pay, as an estimate from the research: $500 to $2,000 for a setup (tool inventory, vendor document requests, notice kit), then a monthly fee for upkeep and candidate communications. The bias audits themselves are done by independent auditors, not by you.
What it takes to start
| LLC and city or county license | $150 to $500 |
| One paid AI account on a business-grade plan (Claude Pro is $20 a month) | About $240 a year |
| Errors and omissions insurance; essential here (an estimate; get quotes) | $500 to $1,500 first year |
| Study: law-firm webinars are free; a paid HR compliance course is optional | $0 to $500 |
| Simple website, domain, business email | $50 to $150 |
| All-in | ≈ $940 to $2,890 |
Start to finish: the steps
1. Learn the three laws from primary sources. Read New York City’s Local Law 144 rules and the city’s own FAQ, the Illinois statutes, and the Colorado bill and the attorney general’s rulemaking page. Then read three or four law-firm summaries of each. Keep a dated notes file; these rules are moving.
2. Find an employment lawyer to partner with. Before your first client, meet two or three employment lawyers in your state. Explain that you do operations, not advice, and that you will send clients to them for every legal question. Many welcome a partner who arrives with the facts organized. Never split fees with a lawyer; the client hires and pays them directly.
3. Make the business legal and insured. Register, open a business bank account and buy errors and omissions insurance before you touch a client’s hiring process. Write a contract that says you do not provide legal advice and that the client’s counsel approves all notices. See Choosing a legal structure and Contracts, client data and AI rules.
4. Build your inventory template. One row per tool: what it does, which step of hiring it touches, whether it scores, ranks or filters people, which locations’ candidates pass through it, what the vendor says about audits, and where the data goes. This sheet is your core product.
5. Run the inventory with the client. Sit with the recruiters, not just the owner. Watch a requisition go from posting to placement and write down every tool that touches a candidate. Agencies are often surprised by what the job board or the applicant tracking system does on its own.
6. Collect the vendors’ documents. For each tool, request the vendor’s bias audit summary, a description of what the tool evaluates, data retention terms and any notice language the vendor provides. Do not assume the vendor’s audit covers the client’s use; that question goes to the lawyer.
7. Hand the lawyer a clean file. The inventory, the documents and your questions. The lawyer decides which tools are covered and what the notices must say. You turn their decisions into working steps.
8. Put the notices and consent in the right place. Job postings, career pages, the application flow, interview invitations and the video platform’s start screen. Test each one as a candidate would. Set up a simple way to handle requests for an alternative process or an accommodation, and a log for Illinois video deletion requests.
9. Sell the monthly upkeep. Tools change, new ones get added, audits expire after a year, and Colorado’s rules arrive in 2027. A monthly plan covers checking new tools, renewing vendor documents, tracking audit dates, updating notices after the lawyer approves changes and keeping records. Candidate texting and scheduling can be added, with carrier registration and consent handled properly.
Pricing
| Tool inventory and vendor document request, small agency | $500 to $1,000 |
| Full setup: inventory, documents, lawyer-ready file, notices live | $1,200 to $2,000 |
| Monthly upkeep and records | $200 to $600 |
| Candidate communications add-on (texts, scheduling) | $200 to $500 a month |
| Extra work outside the plan | $75 to $125 an hour |
These are example prices; the setup range matches the research estimate of $500 to $2,000. The lawyer’s fees and the independent auditor’s fees are separate and paid by the client. Never sell "guaranteed compliance": you cannot promise a legal result, and the FTC has acted against AI sellers who claimed what they could not back up.
The math
Take a solo operator a year in. Six agencies on a $400 monthly plan bring in $2,400. One new $1,500 setup a month brings the total to $3,900. Costs are about $150 set aside for insurance, $60 for software, $20 for AI and $70 for training and marketing, $300 in all. That leaves about $3,600 a month before tax, for roughly 65 hours of work in the month including sales, or about 15 a week.
The first months are mostly study and relationship-building with lawyers. Set aside a quarter to a third of profit for taxes. See Small business taxes and Pricing AI and IT services.
Getting customers
Your warmest path runs through people who already advise agencies. An employment lawyer who meets you and sees your inventory template has clients who need exactly this and no time to do it. If you came from recruiting, your former agency and its competitors are next: you speak their language.
A plan for the first ten: meet 8 employment lawyers and ask each for one introduction. Send 50 personal LinkedIn messages to owners of agencies that recruit in New York City, Illinois or Colorado. Give 2 short talks at a staffing or HR chapter meeting, titled "Which of your hiring tools does the law care about?" Offer a fixed-price inventory as the first step. As an example, expect 3 to 5 inventories and 2 or 3 monthly clients in the first three months.
Hi Dana, I help staffing agencies get their AI hiring tools in order: a list of every tool that screens or scores candidates, the vendors’ audit documents, and notices placed where New York City and Illinois expect them, with Colorado coming in January 2027. I am not a lawyer and do not give legal advice; I organize the facts so your employment counsel can decide quickly, then I put their decisions into your process. A tool inventory for an agency your size is a fixed $750. Would a 20-minute call next week be useful? Jordan Reyes, 555-0186
Channels, best to worst for staffing agencies:
1. Employment lawyers. The best referral source by far; they want the facts organized and the follow-through handled.
2. LinkedIn. Recruiters live there. Short posts about one rule at a time, and direct messages to agency owners.
3. Staffing associations. The American Staffing Association and state staffing groups run events and newsletters where compliance topics draw a crowd.
4. Local HR chapters. SHRM chapters and HR roundtables take speakers; in-house HR teams at small employers need the same work.
5. HR software consultants. People who set up applicant tracking systems see the tools first and can refer you.
6. Google Business Profile. Set it up; it brings little for this buyer.
7. Marketplaces and paid ads. Last. Upwork buyers want cheap answers, which pulls you toward advice you cannot give.
Case studies here must protect the client. Share counts, not names: "an agency of 12 recruiters, 9 tools found, 3 sent to counsel as possible covered tools, notices live in 4 weeks." Send each lawyer a short note when a shared client goes live; that note is your next referral. More in the launch and marketing playbook.
Running it week to week
Keep a calendar of every client’s audit dates, vendor document renewals and notice reviews. Check each client’s tool list monthly for anything new. Read law-firm updates weekly for New York City, Illinois and Colorado, and send the lawyer anything that might change a client’s setup. Log every candidate request (alternative process, accommodation, video deletion) and confirm it was handled on time. Keep a written record of which decisions the lawyer made and when.
Rules to check
The first rule is about you: only licensed lawyers may give legal advice. Telling a client that a tool is or is not covered, or what a notice must say, is legal advice. Your contract, your website and your conversations should all say you provide operations support and that the client’s counsel decides. Second, the laws above (Local Law 144, the Illinois video and Human Rights Act rules, and Colorado’s SB 26-189 from January 1, 2027), plus federal anti-discrimination law, which applies whatever tool is used. California’s civil rights regulations on automated decision systems in employment also deserve a look if clients hire there. Illinois’s biometric privacy law can matter when a tool analyzes faces or voices; that is a lawyer question too. You will handle candidate data, so agree in writing on access, storage and deletion. If you text candidates, the numbers must be registered with the carriers and consent recorded.
What goes wrong
You drift into advice because a client pushes ("just tell me if we’re fine"); send the question to the lawyer in writing every time. A vendor’s audit turns out not to match how the client uses the tool; flag it and let counsel decide. A recruiter adds a new browser extension that ranks candidates and nobody tells you; the monthly check exists for this. Notices go up on the careers page but not in the application flow; test as a candidate. Rules change mid-project, as Illinois’s did in 2026; date every document. And an agency treats your work as a guarantee; your contract and invoices should say what you did, not what it proves.
Questions people ask
Does NYC Local Law 144 apply to staffing agencies?
The law covers employers and employment agencies that use an automated employment decision tool for candidates or employees in New York City. Whether a particular tool counts is a legal question for the agency’s lawyer.
What is an AI bias audit, and who can do one?
Under Local Law 144 it is an evaluation by an independent auditor of whether a tool’s results differ by sex and race or ethnicity, done within a year before use, with a summary posted publicly. If you help run a client’s hiring process, you are not independent, so you should not audit it.
Do I need to be a lawyer to do AI hiring compliance work?
Not for the operations side: inventories, vendor documents, placing approved notices and keeping records. Deciding what the law requires is legal advice and must come from a licensed lawyer.
What does Illinois require when AI is used in hiring?
For AI-analyzed video interviews: notice, an explanation of how the AI works, consent, and deletion within 30 days of a request. Since January 1, 2026, the Human Rights Act also requires notice of AI use in employment decisions and bans discriminatory effects. The notice rules were postponed in 2026, so check the current status with counsel.
When does Colorado’s AI hiring law take effect?
SB 26-189, signed in May 2026, takes effect January 1, 2027. The attorney general is writing rules on the details, so plan to update notices once they are final.
Free help
New York City’s Department of Consumer and Worker Protection publishes the Local Law 144 rules and an FAQ. The Illinois Department of Human Rights and the Colorado attorney general’s office post updates on their rules. The EEOC has a small business resource center on federal anti-discrimination law. SCORE and your Small Business Development Center help with contracts and pricing at no cost, and the American Staffing Association publishes compliance updates for members. See also The path to the first client.
The New York City, Illinois and Colorado rules described here were checked in November 2026 from law-firm summaries and state sources. Re-check Illinois’s notice rules and Colorado’s attorney general rules before each new client, and have a lawyer confirm everything.