Screening applicants and booking interviews at a mental-health practice support company: 17 jobs open, and a hire at $24 to $26 an hour to read the applications and book the calls
For the executive who decides
One applicant, two hiring weeks
The same applicant for a front-desk job, today and redrawn. Who acts, in three lanes: the applicant, the machine, and the recruiting coordinator and the hiring manager.
Today
Estimate. 2 minutes to read and 15 minutes a booking are assumed, priced at US median pay for human resources assistants; the cost of the open seat is not known.
Redrawn
Estimate. The 29 minutes assumes 1 minute to read the note beside the resume and 1 minute to move her forward each time, instead of 2 minutes reading and 15 minutes a booking; the checking time is not known until counted.
- The customer acts
- The machine acts
- A person decides
- Nothing runs
An illustration built from the company's posting and its 17 open jobs: the times are examples, and the minutes are estimates.
- 1The job
Screening applicants and booking interviews: reading every application that comes in, deciding who gets a phone screen, booking the phone screen and then the hiring manager's interview, and keeping each applicant's record up to date. The business supports independent mental-health practices: it handles marketing, billing and office work for more than 2,400 therapists and psychiatric providers at more than 30 locations in seven states, and by telehealth. It has about 100 to 150 employees. On 14 October 2026 its hiring page listed 17 open jobs, all posted in the previous 30 days: five front-desk jobs at locations in three states, an office manager, two billing managers, three business development managers, finance, data and provider roles, and this recruiting coordinator.
- 2The number today
The company is hiring a person, at $24 to $26 an hour, to
Evaluate and screen resumes and cover letters.
The same posting adds:Coordinate interview scheduling and applicant communication.
That is $49,920 to $54,080 a year for the whole role. US median pay for human resources assistants is $24.33 an hour, inside that range. At the 2026 median of 45 applications a job, 17 jobs bring about 765 applications a month. Reading each and booking about 7 calls a job comes to about 55 hours a month, a third of the role: about $16,100 a year, or about $1.76 an applicant. The phone screens themselves are not counted; they stay with a person.The money at risk is the applicant who takes another job while the booking emails go back and forth. Each one lost at the interview stage costs at least another phone screen and two more bookings, about $20, and a week or more with the seat empty. A rejection nobody can explain is the other risk: it is what the new hiring rules below are written about.
Estimate. The 765 assumes the 17 jobs posted in 30 days are a normal month and uses the median, not the average of 180.6; 2 minutes a read, 15 minutes a booking and 7 bookings a job are assumed. One week of the company's own counts replaces all of them.
- 3The verdict
Hand over the booking and the first read. Keep every yes and every no.
- Hand to the machine: a first read of every application against the must-haves the hiring manager wrote, as a short note the coordinator reads beside the resume; sending a booking link the moment a person moves an applicant forward; reminders and reschedules; and keeping the applicant's record and the posting up to date.
- Keep with a person: every move forward and every rejection, made after opening the application (the coordinator, then the hiring manager); phone interviews and reference calls; any answer about hours, location or licenses, read by a person and never used to reject on its own; and every question from an applicant about a decision, including a request for a person to look again.
- Not yet: the machine moving anyone forward or rejecting anyone on its own, even on a yes-or-no application question; the machine interviewing or chatting with applicants; sorting applicants by score before a person has read them.
What the coordinator is for now: deciding who moves forward, and talking to the people who do. The machine reads first and books the calls. Every yes and every no stays with a person.
Why every no stays with a person. Colorado, where the company has locations, will require from 1 January 2027 a clear notice wherever an automated tool helps decide on a job applicant, a plain account of the tool's part within 30 days of a rejection it helped make, and a person's review on request. Illinois has made it a civil rights violation since 1 January 2026 to use AI in hiring that has the effect of discriminating, or to use it without telling applicants. New York City requires a yearly independent bias audit and advance notice before a tool that substantially helps screen is used for jobs there. The company hires in neither Illinois nor New York City; their rules show where the line is. Two lawsuits being fought this year are about scores that dropped applicants before a person saw them. This is not legal advice: the notice wording goes past the company's employment lawyer.
- 4The bill
About $83 a month: one screening credit per applicant on the hiring software the company already posts its jobs on (Workable: 10,000 credits for $1,000 a year, enough for about 9,180 applicants). Booking links with calendar sync come in every plan at no extra cost. That is about 11 cents an applicant. Then the setup time: writing the must-haves for each job and the notice.
Other routes texting applicants is an add-on at $269 a month for a company of 101 to 200 employees, billed annually. An AI phone-screening service costs $249 a month for 50 completed interviews, but it interviews applicants itself, which is "not yet". A remote recruiter costs $1,999 a month. Built from parts, the reading costs about $7 a month in model usage plus 20 euros for the software that runs the steps, then the build and upkeep. A person is what the company chose: $24 to $26 an hour, about $4,160 to $4,510 a month for the whole role. If applications run at the 2026 average instead of the median, the credits come to about $396 a month.
Checking: for the first two weeks the coordinator reads every note beside its resume before deciding (already inside the 1 minute), and once a month the hiring manager reads 10 applications the notes marked "not met", about 20 minutes. After that, the check time is not known until it is counted.
Estimate. The $83 assumes about 765 applications a month; the $7 assumes about 3,000 tokens in and 300 out an application. The credit and plan prices are the vendor's own.
- 5Owner and off switch
The person the coordinator reports to owns it, because every decision it touches is a hiring decision. The posting does not name that role. The off switch: turn off the machine's actions for the whole account in the hiring software's settings. New applications arrive with no note, booking links stop, and the coordinator reads and books by email as today. It takes under a minute. Try it once in the first week.
- 6The brief to hand your builder
The job: for every open job, read each new application against the must-haves its hiring manager wrote and add a short note; when the coordinator or manager moves an applicant forward, send a link to book the phone screen or the interview, with reminders.
Today: one coordinator reads about 765 applications a month across 17 jobs and books about 119 calls by email, about 55 hours a month (estimate). Applicants wait days between steps.
Done when: for two weeks across every open job, every application has a note within an hour of arriving; every applicant a person moves forward gets a booking link within 5 minutes; the activity log shows no applicant moved forward or rejected without a person's name on it; every posting carries the notice; the coordinator's time on reading and booking is under half of the baseline week; and the hiring manager's check of 10 "not met" applications finds none they would have interviewed, or each one found is fixed in the must-haves.
It may never, on its own: reject, disqualify or move forward any applicant; hide anyone from the coordinator; interview or chat with an applicant; tell an applicant why they were turned down; use anything but what the applicant sent; change a job's must-haves.
You get from us: the written must-haves for each open job, from its hiring manager; the coordinator's and managers' calendars connected; the notice for every posting, approved by our employment lawyer; one month of past applications with our decisions, to compare against; our booking, reminder and rejection emails.
We own: the hiring software account and its credits, the applicant records, the calendars, the notice and the decisions.
We get back: each morning, for each job, new applicants with their notes, who was moved and by whom, booked calls and no-shows; each month, the result of the 10-application check and pass rates by job.
Ask whoever sets it up A good answer A bad answer Can it reject or move forward anyone on its own, including on a yes-or-no application question? No. Those settings are off, the answers show as a flag, and a person must open the application before any no "Only the obvious no's, to save you time" What does it read, and what does it never use? Only what the applicant sent and the manager's must-haves. Each point in the note shows the resume line it came from. A gap in work is never a reason "It learns from the people you hired before" How will we know it is missing good people? Each month the hiring manager reads 10 applications the notes marked "not met", and we count the ones they would have interviewed "The vendor has already audited it"
For the operator who builds and runs it Paid layer
- 7The working set
- Trigger: a new application on any open job; a person moving an applicant to the phone-screen or interview stage.
- Steps: turn the hiring software's agent on for each open job, with screening only: auto-advance off, auto-disqualify off, sourcing off, candidate chat off. Write each job's must-haves with its hiring manager (hours, location, the experience the job truly needs; never a gap rule). Ask hours, location and license questions as ordinary questions, not knockout questions (in this software a failed knockout question disqualifies on its own). On the phone-screen and interview stages, set the self-schedule automation with the coordinator's and each manager's calendars connected, a buffer between calls, and rescheduling allowed up to 24 hours before. Add a reminder the day before (a small build if the software's automations cannot send one). Put the notice in every posting: that a machine reads applications and writes a note for a person, what it reads, that a person makes every decision, a contact, and how to ask for an accommodation or a person's review. Send the rejection email only after a person rejects, with the same lines.
- Data: one record per applicant: job, location, applied at, the note (each must-have met, partly met, not met or unknown, with the resume line behind it), the score the software shows, who moved them and when, the decision and who made it, the reason a person chose, the booked phone screen and interview, no-show, withdrawn, and any request for a person's review.
- Review step: the coordinator opens every application before moving or rejecting it. The hiring manager reads 10 "not met" applications a month. The person who owns hiring reviews pass rates by job each month, and by the applicants' own voluntary answers where they gave them.
- Alerts: an application with no note after an hour; an applicant moved forward but not booked in two days; a no-show; credits running low; any move or rejection with no person's name on it (must be zero); and the wrong-but-green count: applicants the notes marked "not met" whom the manager's check would have interviewed.
- If it breaks: what you see: new applications with no note, booking links not going out, or "no common availability" on a booking. Check first: credits are left; the job was set up with the agent (its features work only on jobs created or upgraded for it); the interviewers' calendars are still connected and their hours set. Safe fix: turn off the agent's actions at the account level; the coordinator reads and books by hand, as today.
- Cost per applicant: about $0.11 inside the hiring software (10,000 credits for $1,000 a year over about 9,180 applicants). Built from parts: about $0.009 in model usage, plus 20 euros a month for the workflow runner.
- Baseline, before switch-on: one week of: applications per job, minutes a read and a booking (time them, do not ask), days from application to phone screen and to interview, no-shows, and applicants who withdrew while waiting.
Estimate. The costs assume about 765 applications a month; the baseline week replaces it.
Tools by name: Workable (the company's hiring software): Workable Agent at 1 AI credit a screening, 5,000 credits $600, 10,000 $1,000, 50,000 $4,750, with auto-advance and auto-disqualify switchable at the account, job or candidate level; self-scheduled interviews and two-way calendar sync in every plan; Texting $269 a month (101 to 200 employees, annual). Not yet: Classet's AI phone screening ($249 a month for 50 interviews). A remote recruiter: Resource Point ($1,999 a month). Built: n8n (Starter, 20 euros a month annual), Claude Sonnet 5.5 ($2 per million tokens in, $10 out), the hiring software's API. The lawsuits behind field 3's note: Mobley v. Workday (order of 22 June 2026) and Kistler v. Eightfold (filed 20 January 2026).
The operator's map
The middle is who moves forward: which applicants get a phone screen, an interview and an offer, and which do not. The coordinator and the hiring manager hold it.
The same job as a system. The middle is who moves forward, held by the coordinator and the hiring manager. Applications come in on the left, are read and noted across the top, and booked into calls the moment a person says yes; every decision drops to a person on the right. Along the bottom is what it runs on: the switch and the alerts, the counts, and the rules about what the machine may never do.
- Runs on its own
- A person does it
- The judgment it all depends on
- What it runs on