Blog · Professional services
Recruiters: hand off the scheduling calls, keep the judgment
Arranging an interview is admin. Deciding about a person isn't. Only one of those belongs on an AI-answered line.
By the CosVoice team · · 5 minute read
It schedules, and that's the whole job
Short version for a busy desk: hand an assistant the calls that arrange things, and keep every call that evaluates someone. Scheduling a first interview, confirming tomorrow's time, ringing a reference to find ten minutes when you can speak. Those are logistics. Screening, interviewing, forming a view of a candidate, taking the reference itself. Those are yours.
We make an AI phone line, and we draw that boundary firmly. It schedules, it takes details and it makes calls. It does not interview or assess candidates. If you're a recruiter trying to get scheduling calls off your plate, the rest of this is about where the hours go, and how to hand them over without making candidates feel processed.
It finds a time candidates can actually do
Candidates with jobs can't talk between nine and five. They ring you back at 12:40 from a stairwell, or at 6:15 from the car. You're on another call both times. That's two days of tag to fix a thirty-minute phone screen, and meanwhile the good ones are taking other interviews.
So the first thing to hand over is the callback. When a candidate rings your line, it answers, says it's your assistant, and offers the slots you've set aside. It takes their choice, a second choice, the best number, and whether they need any accommodations for the interview. You confirm in your calendar, or your own assistant books it if you've given it calendar access.
It confirms tomorrow
The day-before confirmation is the dullest call in recruitment and one of the most useful. Is the candidate still coming? Do they know the address and who to ask for? Have they got the video link? Do they know it's ninety minutes and includes a task?
Give the line the list in the morning and it makes the calls. Each call comes back with a plain outcome: confirmed, voicemail left, asked to move, not reached. You chase only the ones that need you. It works in the other direction as well, ringing the hiring manager's office to check the panel is still on.
It chases references for a time, and stops there
The people a candidate names as references are busy, senior, and doing you a favor. Reaching one can take a week of missed calls. The line can do the chasing: ring the person, explain that it's calling on your behalf about a reference, and ask when would be a good time for you to call. It leaves its own number for the callback, so when she rings back on Thursday afternoon the line answers and takes the time.
It doesn't ask how the candidate performed. If she starts offering opinions, it says you'll want to hear that directly. The reference conversation is an assessment, and you need to hear the pauses. What comes back to you is a short note, something like this invented one.
- Call: to the reference's direct line, Tuesday 2:10pm.
- Outcome: reached, callback time agreed.
- Details: happy to give a reference. Free Thursday between 4 and 5pm, or Friday before 10am. Prefers her mobile, number given. Away all next week.
- Next step: you call Thursday at 4pm.
It doesn't interview
No screening questions. Not "just the basics". Not salary expectations, not start date as a filter, not "tell me about your experience with". The moment an automated call is collecting answers that feed a hiring decision, you're in different territory.
What follows is general information and not advice. Rules on automated tools in hiring, on calling people, and on what you may ask a candidate vary from place to place, and they're changing. Check what applies where you and your candidates are. We've written about the calling side in AI calls and robocall rules.
There's a simpler reason too. Candidates judge your client by how they're treated. Being scheduled by an assistant that's upfront about what it is feels efficient. Being interviewed by one feels like a verdict.
It doesn't say more than it should
Recruitment calls are full of things that mustn't leak. A candidate's employer doesn't know they're looking. A client's search is confidential. So every instruction for an outbound call should say what may be said if somebody else answers, and what may be left on a voicemail.
A safe default: the line gives your name, your firm and a callback number, and says it's about a meeting you discussed. No role, no client, and no candidate's name left on a shared office line. It says it's an AI whenever anyone asks.
On our side, we keep the written call and not the audio, call content is sealed to your line, and calls never train models. The trust page has the detail.
It suits a desk, not a department
This is for the independent recruiter or the three-person firm, where the person running the search is also the person running the calendar. One line, one number in your area code, briefed with your slots and your rules. You can ask for calls from the dashboard, by ringing the line, or through an assistant you already use, such as ChatGPT or Claude. There's a starting brief on our professional services page.
One last thing, and it costs nothing. Tell candidates in your first email that your assistant may ring to arrange times, and that it's an AI. Nobody minds a scheduling call they were expecting. And the candidates who'd prefer to deal with you directly will say so, which is worth knowing before the first interview.
Common questions
Can an AI do a first phone screen for me?
Ours doesn't, and we'd advise against it with any tool. The line schedules interviews and takes details like availability and a contact number. It doesn't ask screening questions or form a view of a candidate.
Can it take a reference over the phone?
No. It rings the person named as a reference, explains it's calling for you, and agrees a time for you to speak to them. The reference conversation itself is yours.
Will candidates know they're talking to an AI?
It introduces itself as your assistant and says it's an AI whenever anyone asks. It never claims to be a person. Telling candidates in advance that your assistant may call makes it smoother.
Can it put interviews straight into my calendar?
The line takes the candidate's chosen slot by phone and you confirm it in your calendar. If you've connected your own assistant and it has calendar access, that assistant can book it.
Read next: Scheduling appointments by phone with AI · Should an AI say it's an AI? · Who can read your call transcripts?
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