Sector · Recruitment & Staffing

Your best recruiter is spending Tuesday reformatting CVs.

Recruitment is a relationship business wrapped in an enormous amount of document handling. The part that makes money is the conversation — and the part that eats the week is everything around it.

The Shape Of The Problem

Volume is the job, and volume is what breaks it.

A role goes live and two hundred applications arrive. Perhaps fifteen are worth a call. Finding those fifteen is a reading exercise that takes hours, and it happens under time pressure because whoever calls first usually wins.

So corners get cut, in predictable ways. The pile gets skimmed rather than read. Good candidates further down never get reached. Candidates who applied last month for something similar are forgotten entirely, even though they are already in the database. The most valuable asset in the business — the candidates you already know — is the one nobody has time to search properly.

This is close to a perfect fit for automation, because reading a lot of documents quickly and consistently is precisely what machines are good at and people are not.

What Gets Built

The admin around the conversation.

Screening & shortlisting

Every application actually read against the brief, with a reason attached — so nobody good is missed because they were on page seven.

Searching your own database

Finding the candidate you already have, described the way they described themselves rather than by keyword luck.

CV formatting

Candidate documents into your house format automatically instead of an afternoon in a word processor.

Compliance packs

Right-to-work, references, qualifications and certifications collected, chased and monitored for expiry.

Timesheets & payroll feed

Temp hours captured, approved and moved to payroll and invoicing without re-keying at the worst point of the week.

Candidate comms

The updates that get skipped when things are busy, which is exactly when candidates go cold.

The Line We Do Not Cross

A machine does not decide who gets hired.

Screening is the single most sensitive use of AI in this sector, and it deserves saying plainly. We build systems that surface and explain, not systems that reject. The machine reads everything, ranks against the brief, and shows its reasoning against the actual text of the application. A recruiter decides.

That is not only the defensible position — it is the commercially better one. A ranked list with reasons attached is more useful than a filtered pile, because the interesting candidate is frequently the one who does not match the keywords. Automatic rejection throws that person away and you never learn what you lost.

It also matters legally: employment decisions made by opaque automated systems attract scrutiny across the EU, and a system that explains itself and leaves the decision with a person is a far more comfortable thing to own.

Questions

The ones we actually get asked.

Does the AI reject candidates automatically?
No, and we would advise against building it that way. It reads everything, ranks against the brief and shows its reasoning against the actual application text. A recruiter decides. That is both the defensible position and the commercially better one — the candidate worth placing is often the one who does not match on keywords.
We have an ATS or CRM already. Does this replace it?
Usually not. Most agencies keep their system of record and add the layer it is weak at — genuine reading and ranking, database search that understands meaning rather than keywords, formatting, and compliance chasing.
What about bias?
It is a real risk and it is handled by design, not by assertion. Ranking is against the stated brief, the reasoning is visible against the source text, and a person makes every decision. A system that shows its working is far easier to inspect for bias than a human reading two hundred CVs at speed on a Friday.
What is the biggest single win for an agency?
Usually searching your own database properly. Agencies sit on thousands of candidates they have already sourced and paid for, and cannot find them when a matching role lands. That is money already spent, going unused.
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Step One

Tell us what the week actually looks like.

Describe it in your own words. Ray comes back with an opportunity brief, a business case and a scoped, priced proposal — usually in minutes. Free, no sales call, and a human signs off everything before it reaches you.

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