AI automation

AI automation for Recruitment Agencies

Recruitment is a speed game and the admin keeps winning. Candidates and clients go to whoever replies first, but your consultants are buried in CRM updates, scheduling and chasing. The work that actually places people gets squeezed. We build the AI that takes the admin off the desk so your team sells, not types.

The numbers

What the friction is costing.

80%

of candidates want faster responses from recruiters, and nearly a third quit applying because of slow replies

Sense survey of 1,000+ job seekers, via HR Dive (2022)
35%

of a recruiter's time goes on interview scheduling, one of the biggest time sinks in the process

GoodTime 2025 Hiring Insights Report
37%

of agency recruiters name too much manual work as their single biggest operational problem

ATLAS State of Agency Recruitment Benchmark Report 2026
The problems we fix

Where the time goes, and what we build instead.

Good candidates and live roles go cold because follow-up is manual and your consultants are stretched.

We build a follow-up engine that watches your CRM for untouched candidates and stalled roles, then drafts the next message for one-click send. The low-risk nudges go out on their own. Nobody slips through the cracks.

Call notes and candidate details never make it back into the CRM, so the data you place from is half-fiction.

We capture the call or email thread, write the summary, pull out next steps and update the right CRM fields automatically. The record stays current without anyone typing it up after a screen.

Booking interviews and screens is endless email tennis, and it eats hours that should be billable.

We automate the booking, the reminders and the reschedule logic, with human-sounding nudges that re-engage no-shows. Your team stops playing diary admin and gets the time back.

Building a candidate or client shortlist means manual searching, copy-paste and guessing at contact details.

We pull matching candidates and companies against your brief, enrich them to a verified contact and drop them into the CRM, structured and deduped. The list builds itself overnight.

The owner is the bottleneck. Everything routes through you, and the desk cannot grow past the hours you put in.

We take the repeatable commercial work off your plate so the agency runs without you in the middle of every step. That is the whole point. Less you, more placements.

Where to start

What to automate first.

You do not automate everything at once. You start where the time is worst and the payback is clearest. In a recruitment agencie, that order tends to look like this.

01
Candidate and client follow-up

Start here. It is where placements leak and the easiest win to feel. Most candidates want a faster reply than they get, and good people go cold while a consultant is buried in another role. We build an engine that watches the CRM for untouched candidates and stalled vacancies, then drafts the next message for one-click send, with the low-risk nudges going on their own. Nobody slips through the cracks, and the desk starts moving on speed instead of losing on it.

02
Call notes into the CRM

Do this next. It is cheap to build and it fixes the data everything else relies on. After every screen or client call, the summary, the next steps and the right CRM fields update themselves, so the records you place and forecast from stop being half-fiction. Nobody loses an hour a day typing up calls, and you stop placing from a database you cannot trust. Once your data is clean, the follow-up and shortlisting on top of it actually work.

03
Interview scheduling

Then this. Booking screens and interviews is endless email tennis and one of the biggest time sinks on the desk. We automate the booking, the reminders and the reschedule logic, with human-sounding nudges that re-engage no-shows. Your consultants stop playing diary admin and get the hours back for sourcing and selling. We build it once the follow-up and notes are banked, because clean data and a moving pipeline make the scheduling worth automating.

The honest take

What we will not automate.

Plenty of the work should stay human. If a tool promises to take this off you, close the tab.

The recruiting judgement

The read on whether a candidate actually fits a brief, and the qualifying call that proves it. This is the work that places people, and it is exactly what AI is worst at. We automate the chasing and the admin around the decision, never the decision itself.

The senior client and candidate relationship

The trust that wins the exclusive and keeps a top candidate loyal. A relationship is not a workflow. We take the admin off it so there is more time for the call and the close, but the human conversation stays with your consultants.

Anything you cannot check

If your team cannot quickly sanity-check the output, it does not go live. A drafted follow-up your consultant skims before sending is a win. A candidate match or a client message nobody verified is a risk to your name. We build the human review in, not as an afterthought.

The options

A tool, a hire, or a build?

Three ways recruitment agencies try to fix this. Here is what each one actually does.

Off-the-shelf AI, an in-house hire, or a Nifty build: a comparison for recruitment agencies.
Off-the-shelf AIAn in-house hireA Nifty build
What it isA general tool your team prompts by hand.A full-time AI or ops person on the payroll.Automation built into the tools you already use.
What it costsCheap per seat. The real cost is the hours spent steering it.£80k to £120k a year, plus ramp and management.Fixed scope from £4,000. You own it.
Time to valueInstant, but shallow.Six months to ramp.Two to four weeks.
What it changesHelps one person work faster. The process stays the same.A lot, eventually, if you keep them busy.How the work runs, not just how fast one person types.
Who runs itEach person, every time.Them, until they leave.It runs itself. You keep it, we keep it sharp.
In practice

What a build looks like here.

We are new, so this is the shape of a typical build, not a client we are dressing up. It is the pattern we build against on a recruitment desk, end to end.

The firm

An eight-person recruitment agency on permanent and contract roles. The owner still bills, two consultants run desks, an admin keeps the CRM half-alive. Growing on referrals, but the team is buried in chasing and scheduling and good candidates keep going cold.

Before

A strong candidate comes in and sits untouched for a week because everyone is heads-down on live roles. Booking screens turns into a week of email tennis. Call notes never make the CRM, so the database they place from is half-fiction. The owner is the bottleneck, and the desk cannot grow past the hours the team can put in.

What we build

Two things, built into the CRM they already run. A follow-up engine that watches for untouched candidates and stalled vacancies and drafts the next message for one-click send. And call capture that writes the summary, pulls the next steps and updates the right CRM fields after every screen. Two to four weeks, fixed price, success metric agreed first: faster follow-up and a CRM you can trust.

After

Untouched candidates get a nudge inside a day instead of slipping for a week. The CRM stops being half-fiction, so the team places from data they trust. The consultants get their hours back from chasing and admin, the follow-up is faster, and the desk can take on more roles without the owner in the middle of every step.

How we fix it

Operator-led. Built into how you work.

01.
Start with a free audit.

Send us the one workflow eating the most time. Within 48 hours we send back a short walkthrough and a straight answer on what is worth automating.

02.
We build the thing.

A fixed-scope build, shipped in two to four weeks. We agree the success metric in writing first, in hours saved or pounds back. Then we build it into your tools.

03.
We stay through it.

An optional monthly retainer keeps the work current as your tools and your desk change. You run it. We keep it sharp.

Questions

The honest answers.

What recruitment agencies ask before they send us a workflow.

The repeatable commercial work that buries the desk, not the recruiting itself. The ones that pay back fastest are candidate and client follow-up, call notes into the CRM, interview scheduling, shortlist building and weekly pipeline reporting. Take follow-up. Most candidates want a faster reply than they get, and good people go cold while a consultant is heads-down on another role. We build an engine that watches the CRM for untouched candidates and stalled vacancies, then drafts the next message for one-click send, with the low-risk nudges going out on their own. The same pattern clears the scheduling tennis and the notes nobody types up after a screen. We build into the CRM and inbox you already run, so it works inside the day, not in another tab you stop opening. The placing stays with your recruiters. The admin around it leaves.

No, and anyone selling you that is selling a fantasy. The value on a recruitment desk is the candidate read, the client relationship and the judgement on who fits a brief, and AI is worst at exactly those. What it is good at is the work around them. The follow-up nobody got to. The interview booking that turns into a week of email tennis. The call notes that never make the CRM. We take that off your recruiters so their day goes back to sourcing, qualifying and selling, and so the desk is not capped by how fast one person can type. Think of it as handing every consultant back the hours they lose to admin, not swapping them out. The chasing, the scheduling and the data entry go. The candidate call, the client read and the close stay human. That line is deliberate, and we hold it.

Usually not. We build around the CRM you already run, whether that is Bullhorn, Vincere, JobAdder or something lighter. The point is to make the system you have actually work, not to sell you a migration you did not ask for. If the data is a mess, and on most desks it is, we can tidy and dedupe it as part of the build, merging duplicate candidate records and filling the gaps that make your placements harder to find. We can also fix the reason it got messy, by capturing call notes and updating the right fields automatically after every screen, so the record stays current without anyone typing it up. You do not have to rip anything out to get started, and you should not have to. We make the desk faster on the tools you have, then leave you running them.

Most builds ship in two to four weeks at a fixed price, typically between £4,000 and £15,000 depending on scope. Fixed means fixed. We scope it, quote it, and that is the number, with no hourly surprises and no open-ended retainer. Before any of that, we agree the success metric in writing, in hours saved or placements protected, so we both know what the build is supposed to move. For a follow-up engine, that might be every untouched candidate getting a nudge inside a day instead of slipping for a week. Payment is half on signature and half on handover. You get the build, a documented handover and a 30-day warranty on what we shipped. If you want us close after that, the optional monthly Embed keeps the work current as your roles and tools change, but it is never a condition of the build. Most agencies take one build and run it themselves.

Start with the free audit, before you spend anything. Send us the one workflow eating the most time, the candidate chasing or the interview scheduling, and within 48 hours we send back a short walkthrough and a straight answer on what is worth automating and what it would give back in hours and pounds. Say it is scheduling. We would show you exactly where the email tennis goes and what booking, reminders and reschedule logic would claw back across a week. If it is not worth building, we tell you, and we tell you why. We would rather lose the build than ship something that does not move a number. There is no pitch on the call and no obligation after it. The audit is how most agencies start with us, because it costs you one workflow and an email, and you get an honest read either way.

More verticals

We build for the rest of the commercial engine too.

Get the admin off the desk.

Book a call, or send us one workflow for a free audit. A straight answer on what is worth automating, with no pitch.