What can AI actually do for a small recruitment agency?
AI can take on the repetitive parts of recruitment: drafting job adverts, doing a first pass on CVs, scheduling interviews, and writing candidate and client updates. For a small agency that's often four to eight hours back a week. What it can't do is replace the judgement calls — who's actually right for a role, and the trust a candidate or client puts in you to get that right.
Most of what's written about "AI for recruitment agencies" is aimed at large corporate ATS platforms with dedicated ops teams, not a small agency running on two or three desks. This guide is for the second kind.
What this actually costs
| What it is | Typical cost | Setup time |
|---|---|---|
| Job advert and candidate-message drafting (general AI tool) | £0–£20/month, often already included in a tool you use | 20 minutes |
| CV screening / first-pass shortlisting (dedicated tool) | £65–£200+ per user, per month | A few days to set filters properly, then ongoing tuning |
| Interview scheduling assistant | Free to £12/month | Under an hour |
| Client pipeline / progress reporting | Same general AI tool as drafting, above | 20–30 minutes per report |
Five places to start
- Job advert drafting. Paste your rough notes on the role into a general AI tool and edit down— faster than starting from a blank page or recycling last year's ad word for word.
- First-pass CV screening. A dedicated tool can rank or filter a big pile of applications against criteria you set. Worth knowing: treat this as a first pass, not the decision — see "What's not worth it" below.
- Interview scheduling. Let a scheduling assistant handle the back-and-forth of finding a slot, so you're not playing email tag with three diaries at once.
- Candidate communication. Draft update and rejection messages quickly, then read every one before it goes out. Worth knowing: a generic-sounding rejection is one of the fastest ways to damage your reputation with a candidate who talks to others in the same field.
- Client pipeline updates. Turn your notes or ATS activity into a clear weekly summary for the client, instead of writing it up from scratch each time.
What's not worth it for a recruitment agency
Letting AI reject candidates without a human reviewing the decision first. This isn't just a best-practice nicety — it's a live legal exposure. AI screening tools trained on historic hiring data can reproduce old patterns in ways that map onto age, sex, race, disability and other protected characteristics, and if your process disproportionately disadvantages a protected group, that can amount to indirect discrimination under the Equality Act 2010. UK GDPR separately gives candidates a right not to be subject to a decision based solely on automated processing where it significantly affects them — and rejecting someone qualifies. Keep a person reviewing every shortlisting decision, not just approving them in bulk. I'm not a lawyer and this isn't legal advice — if this matters to your agency, it's worth checking current guidance rather than taking my word for it.
Sending AI-drafted messages without reading them. The draft is a starting point, not a finished message — candidates and clients notice generic tone faster than you'd think.
Using AI to make the final call on fit. Whether someone is actually right for a role — not just qualified on paper — is the judgement a client is paying your agency for. That's not a task to hand over.
Where this gets specific to your business
So the honest question isn't whether AI can take some of the week back — it clearly can, on the admin. It's whether you're keeping a person in the room for the calls that actually need one: who's right for a role, and what a candidate or client is trusting you to get right.
If letting or estate agency is closer to your world, see how it plays out there.
If you want to know where this applies across any small business, not just recruitment, then check out the what AI can actually do guide.