EEOC pulled its AI hiring guidance. The law didn't move.

The EEOC removed two AI-specific technical assistance documents from its own website on 27 January 2025, one on the Americans with Disabilities Act, one on Title VII and algorithmic decision-making, after the new administration rescinded the prior executive order that had directed federal agencies to police AI discrimination risk (K&L Gates and Cooley client alerts, both citing the same removal date, 2025). If you are a solo occupational therapist or speech-language pathologist about to make your first hire, this looks like the federal government stepping back from AI hiring rules. It isn't. Those documents were non-binding explainers, not the law itself, and neither Title VII nor a growing stack of state AI employment statutes moved when they came down.

Six questions solo OT and SLT clinicians ask before hiring their first administrative person, when an AI tool is very likely to touch the job posting, the applicant screening, or the background check somewhere in that process.

1. How do I know when it's time to hire my first admin person?

Set the trigger before you're already underwater, not after. Solo-practice hiring guides commonly cite a caseload of around 20 clients a week as the point where scheduling, intake paperwork, and phone calls stop fitting into gaps between sessions, and an office manager role in a healthcare setting is typically priced in the $42,000 to $62,000 range before payroll tax and benefits (HireGaynell practice-hiring guide, 2026, vendor-adjacent, treat as directional rather than a wage survey). The specific number matters less than having one. The common mistake is sizing the role to how frustrated you feel this month rather than to a caseload or hours figure you set in advance.

So what for you: pick your own trigger this week, caseload, weekly admin hours, or missed-call count, and write it down before you're deciding under stress.

2. Can AI write my job posting and screen applicants for me?

Yes, and this is the part AI genuinely speeds up. Small-business hiring platforms now bundle AI job-description writing, one-click posting to Indeed, ZipRecruiter, and Google for Jobs, and automated applicant screening that ranks candidates against criteria you set, with published pricing from around $299 to $335 a month for tools built around ongoing team hiring (Homebase and Spark Hire pricing pages, 2026, vendor-sourced). ZipRecruiter's own screening feature works the same way through its standard job-posting product. The mechanical part, drafting and distributing, carries no real compliance exposure. The screening step is different, and it's the step the rest of this article is about.

So what for you: use AI freely for the posting and the distribution, and treat the screening step as the one that needs a second look before you turn it on.

3. Is it legal to use AI to screen job applicants in healthcare?

Generally yes, but not because the guidance disappeared. Title VII's disparate-impact theory, the legal test an AI screening tool is most likely to trip if it scores one protected group lower than another, still exists in case law and can still be brought by private plaintiffs and state civil rights agencies, regardless of where the EEOC's own enforcement priorities currently sit (Executive Order 14281, signed 23 April 2025, directed the EEOC and other agencies to deprioritize disparate-impact enforcement, and the EEOC's June 2026 National Enforcement Plan confirmed that shift toward disparate-treatment cases instead, per multiple employment-law firm client alerts; an executive order cannot itself amend Title VII or overturn existing case law).

State law fills more of the gap than most solo practices expect. Illinois's amended Human Rights Act, effective 1 January 2026, requires notice to applicants when AI is used in hiring and prohibits AI use that has a discriminatory effect on a protected class, with penalties including actual damages, civil fines, and attorneys' fees (Crowell & Moring and Jones Day client alerts, 2026, both citing the enrolled amendment). New York City's Local Law 144, in force since 2023, requires an independent bias audit and 10 business days' notice before an automated tool screens any candidate physically located in the city, which applies to a remote applicant sitting in New York even if your practice is elsewhere.

So what for you: don't read the EEOC's own guidance page as the whole picture. Check whether your state has passed its own AI-hiring notice or audit law before you switch on an automated screening feature.

4. What does an administrative hire actually cost me?

More than the posted wage. BLS puts the median annual wage for medical secretaries and administrative assistants at $40,640 in the most recently published wave, May 2023 (U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, occupation code 43-6013). Add payroll tax, benefits, and onboarding time, commonly estimated at 1.25 to 1.4 times base salary, and the fully loaded cost runs roughly $50,800 to $56,900 a year even for one part-time-to-full-time hire.

That's separate from the cost of the hiring process itself. SHRM's 2026 Recruiting Executives Benchmarking report puts the median cost per hire for nonexecutive roles at $1,300 (cited via secondary reporting of SHRM's members-only brief; the primary report sits behind a SHRM membership paywall). Treat that figure as a floor, not a ceiling, for a solo practice: it's benchmarked across employers who already run recruiter time, job board contracts, and applicant tracking systems, none of which a first-time solo hire starts with.

So what for you: budget the fully loaded salary figure, not the headline wage, and expect your own time to be the real cost the SHRM number doesn't capture.

5. What's a fair price for an AI recruiting tool for a one-person practice?

Less than the market leaders charge. Homebase's Standard plan starts at $299 a month and Spark Hire's Pro plan starts at $335 a month billed annually, both built for practices hiring repeatedly across a team of up to 200 employees, while fuller enterprise applicant tracking systems run $6,500 to $10,000 or more a year (vendor pricing pages, 2026). None of that is proportionate to filling one role once. A single job-board posting with built-in AI screening through ZipRecruiter or Indeed, priced per post rather than by monthly subscription, fits a one-off hire better than a recruiting platform sized for a team you don't have.

So what for you: match the tool to the hire you're actually making. A subscription ATS earns its cost back on your third or fourth hire, not your first.

6. How do I background check someone before they touch patient records?

Use a licensed consumer reporting agency, not an informal internet search, and build in the review step the law requires before you say no to anyone. Under the Fair Credit Reporting Act, if a background check leads you toward not hiring a candidate, you must give them a copy of the report, a written pre-adverse-action notice, a summary of their FCRA rights, and a reasonable waiting period, commonly treated in practice as around five business days, before the decision becomes final (FCRA adverse-action guidance compiled from DISA and employment-law-insights summaries of current CFPB enforcement patterns, 2026). Separately, confirm the candidate's OT or SLT license directly against your state board's own verification lookup; AOTA and ASHA certify professional standing but do not run criminal background checks on your behalf.

So what for you: never let a background-check platform auto-reject someone without the notice-and-wait sequence and a human decision at the end of it. That step is a legal requirement, not a courtesy.

The bottom line

Nothing here is a reason to avoid AI in your hiring process. Writing the posting, distributing it, and ranking applicants against criteria you set are the mechanical parts of hiring, and AI genuinely removes hours from all three. The two moments that still need a human decision are the ones the law was built around long before AI existed: screening for adverse impact, and adverse action on a background check. Keep those two moments manual and documented, and the fact that the EEOC's own explainer page is shorter than it used to be stops mattering very much. For what happens after this hire, once someone new is actually documenting alongside you, see 6 AI staff-training questions solo audiologists and OTs ask. For the referral and discharge paperwork your new hire will likely take over first, see 30 days: Medicare's new referral shortcut. And for the consent obligations that apply once an AI scribe is recording sessions in your practice, see 13 states, and the patient can't consent.

Related: 6 AI staff-training questions solo audiologists and OTs ask  ·  30 days: Medicare's new referral shortcut  ·  13 states, and the patient can't consent

This article is for informational purposes only and does not constitute legal advice. Federal, state, and local AI employment law changes frequently; confirm current requirements with employment counsel licensed in your state before relying on anything above.