Real-Time AI Assistant for Recruiters: What It Does on a Screening Call, and What It Shouldn't Do

A candidate on a screening call asks three things in the first ten minutes: what the salary range is, whether the role is fully remote, and what happens after this call. A recruiter running twelve open roles for four clients knows the answers in general and not always in detail. So the call fills with "I'll double-check and get back to you", the notes are typed while the candidate talks, and the follow-up email goes out the next morning.

A real-time AI assistant is built for those minutes. It listens to the call, and when the candidate asks a question, it shows the recruiter the answer from the company's own documents in about a second. When the call ends, the notes are already written. This guide shows how that works on a screening call and where the limits are, which in recruitment matter as much as the features.

What a real-time AI assistant does on a recruiter's call

It does three jobs.

It answers the candidate's questions from your files. Salary band, benefits, remote and office rules, relocation support, the on-call rota, how many interview stages there are and who the candidate will meet. The assistant reads the job description and the company documents you've added, finds the passage that matches the question, and shows a short answer with the file it came from. You read it, check it, and say it in your own words.

It reminds you what's in the CV. When a candidate mentions a past role, a project or a skill, the assistant can pull up what their CV says about it and suggest a follow-up question. That's useful on back-to-back calls, when the CV you read at 9:00 has blurred into the one you read at 9:30.

It writes the notes. When the call ends, you get a summary shaped by your own template: what was discussed, the candidate's questions, their salary expectations and notice period if they mentioned them, and the next step with a date. No typing during the call means more attention on the person.

What it should not do

It should not score, rank or reject candidates. That's partly ethics and partly law. The EU AI Act classes AI used to evaluate candidates as high-risk, with obligations for transparency, human oversight and documentation. New York City requires bias audits for automated employment decision tools. An assistant that helps the recruiter answer questions and take notes stays out of that territory; one that rates people walks into it.

Nor should it answer from general knowledge. A model that doesn't know your client's salary band will produce a plausible one. Recruiters need an assistant that answers only from the documents they've added and says plainly when the answer isn't there, so you know which question to check with the hiring manager.

Candidates also need to know it's there. Many jurisdictions require consent to record or transcribe a call. Tell candidates you use an AI assistant for notes, in the invitation or at the start of the call; a short standard sentence does the job.

Why recruiters are the right people to use it

Recruiting calls are unusually repetitive in content and unusually varied in detail. The same twenty questions come up on every screening call, but the answers change with every role and every client. Benefits differ, bands differ, interview processes differ, and the candidate expects you to know them all.

An assistant that works from your documents handles that pattern well. You prepare the facts once per role: the job description, the band, the process, the client's handbook or benefits summary. After that, every call for that role starts with the right answers available, and a new recruiter on the team has the same answers as someone who has worked with the client for years.

A screening call with an assistant, step by step

Here is a made-up but typical first call for a senior engineering role.

Before the call, the recruiter adds the job description, the candidate's CV and the client's benefits and hiring-process documents to the role's folder, and picks an interview brief that tells the assistant what kind of call this is.

The candidate asks whether the role is fully remote. The recruiter presses a key, and the assistant shows: remote within EU time zones, with a team meetup twice a year, from the job description. The recruiter answers in their own words.

The candidate mentions leading a team of six at their last company. The assistant notes that the CV lists the team lead role from 2022 to 2025 and suggests asking about the hardest hire they made.

The candidate asks about the salary range. The assistant shows the band from the job description, and the recruiter shares it as the client has agreed to.

The call ends. The notes show the candidate's experience as discussed, their questions (remote, salary, on-call), their notice period and salary expectations, and the next step: a technical interview, with a proposed date. The recruiter checks them, adds a line of their own impression, and copies them into the ATS.

Nothing in that flow evaluates the candidate; the judgement stays with the recruiter.

What to prepare before you start

For each role, keep these documents current:

• The job description, current version only.
• The salary band and what the client allows you to share.
• Benefits: leave, equipment, learning budget, insurance, bonus structure.
• Work rules: remote and office policy, time zones, on-call, travel.
• Relocation and visa support, if any.
• The hiring process: stages, who the candidate meets, how long a decision takes.
• Answers to the awkward questions, agreed with the client: why the role is open, how performance reviews work, what happened to the last person in the seat.

Delete old versions when a role changes. Two job descriptions with different bands produce two different answers, and the candidate will remember the higher one.

Languages, accents and international candidates

Recruiters hiring across borders spend a lot of calls in a second language, theirs or the candidate's. A transcript on screen helps with names, numbers and technical terms that are easy to mishear. Look for an assistant that supports the languages you recruit in, and a multilingual mode for calls that switch language halfway through. Keep numbers identical in every language, and send salary and dates in writing after the call.

Measuring whether it helps

Three measures are easy to track and tell you most of what you need.

Follow-up emails sent the same day. If "I'll get back to you" turns into answers on the call, fewer questions need a follow-up at all, and the ones that do go out faster.

Time from end of call to notes in the ATS. With notes written by the time you hang up, this should drop from hours to minutes.

Consistency across recruiters. Ask two recruiters on the same role what they told candidates about remote work and the band. With shared documents behind both of them, the answers should match.

Choosing a tool

A few questions sort the options quickly.

• Does it answer only from your documents, and show the source?
• Does it say clearly when the answer isn't in your files?
• Does it join the call as a bot, or work from your computer without appearing in the participant list?
• What does it store, for how long, and can you turn storage off?
• Does it support your languages, and calls that switch between them?
• Does it stay out of scoring and ranking candidates?

One example built around these rules is Realtimer, a real-time AI assistant for recruiters that answers candidates' questions from the job description and company documents, writes notes after the call, and doesn't rate candidates. It runs as a Mac app, without a bot in the meeting, and stores nothing unless you turn saving on.

FAQ

Is it legal to use an AI assistant on recruitment calls? Generally yes, if you follow the rules where you and the candidate are. Many jurisdictions require consent to record or transcribe a call, so tell candidates. Tools that evaluate candidates face stricter rules, such as the EU AI Act's high-risk requirements and New York City's bias audits; an assistant used only for answers and notes avoids most of that.

Will candidates mind? Most candidates care about getting accurate answers and a quick follow-up. Tell them at the start that you use an assistant for notes, and offer to switch it off if they prefer.

Can it replace the recruiter on screening calls? No, and it shouldn't. Candidates want to talk to a person, and decisions about people need a person who can explain them. The assistant handles facts and notes so the recruiter can focus on the conversation.

Does it work for non-technical roles? Yes. The questions change (shift patterns, commission structure, store locations), but the method is the same: add the role's documents and let the assistant answer from them.

What if the answer isn't in the documents? A good assistant says so instead of guessing. That's your cue to say you'll confirm with the hiring manager, and to add the answer to the role's documents for the next call.