AI for Recruitment
Agencies
Consultants spending 14 hours a week sourcing and 30 minutes reformatting every CV. Half the database not called in a year. We build the AI that fixes that, without bolting on yet another tool nobody logs into.
14.6 hrs
PER RECRUITER PER WEEK ON SEARCH (BULLHORN GRID 2026)
1 in 4
CANDIDATE PROFILES FAKE BY 2028 (GARTNER)
High-risk
UNDER EU AI ACT ANNEX III
The job hasn't changed. The work around it has.
A recruitment agency still gets paid for one thing: putting the right person in front of the right client, faster than the next firm. That part hasn't moved since 2005.
Everything wrapped around it has. Candidates apply with AI-written CVs. Some of those candidates aren't real. Your consultants compete with tools that've read every profile on the internet. The ICO and the EU AI Act now have opinions on how you screen.
Agencies that bend AI to the consultant's day are pulling away. Bullhorn's 2026 GRID report puts them at 3.5 to 4.5 times more likely to be growing revenue.
THE OLD DAY
- Boolean strings into LinkedIn Recruiter
- Reformatting CVs in Word until 8pm
- A database of 60,000 contacts, 800 active
- Compliance kept in someone's head
- Fake CVs you only catch on day one
THE AI DAY
- Briefing in, shortlist out, in minutes
- Branded CV ready in under a minute
- Dormant database worked overnight
- IR35, RTW and audit log on rails
- Synthetic candidates flagged at apply
The five bits of an agency that AI changes first.
Same pattern across perm, contract, exec search and RPO. You don't need a platform rebuild. You need these five quietly doing the heavy lifting behind your existing CRM.
Parse and reformat
CV in, structured candidate record out, branded client-ready document attached. The 30 to 45 minutes per CV your consultants spend in Word becomes a click.
Search the database you forgot
Semantic search across the records you've paid to collect for a decade. Job spec in, ranked shortlist from your own CRM out, with the consultant who placed them last time named.
Screen without breaking the law
Skills-based scoring, named criteria, a written audit trail per decision. Ready for an ICO request, an Equality Act claim, or a client asking how you ranked their shortlist.
Catch the fakes
Synthetic CV detection at apply. Liveness and identity checks before video interview. Sanctions, right-to-work and IR35 baked into the workflow, not done on a Friday.
Talk to people, around the clock
Voice and chat agents for first-touch screening, availability checks and reference chasing. Consultants get a transcript and a summary. They make the call that matters.
Buy the wrong AI and one of three things bites you.
Every agency we audit is running into one of these three. Usually all three.
iTutorGroup, $365,000.
The EEOC's first AI hiring discrimination settlement (consent decree, September 2023). The screening software auto-rejected female applicants aged 55+ and male applicants aged 60+. Over 200 applicants harmed. Recruitment is now Annex III "high-risk" under the EU AI Act, and the ICO's 2024 audit of UK recruitment AI tools led to 296 recommendations across the providers and agencies it looked at.
KnowBe4 hired a North Korean.
A security firm. Four video interviews, a clean background check, verified references. The new starter was a DPRK operative using a stolen US identity with an AI-augmented stock photo (KnowBe4, July 2024). Gartner says by 2028, 1 in 4 candidate profiles globally will be fake.
Mobley v Workday.
In May 2025, a US federal judge granted collective certification under the ADEA against Workday's screening AI. Applicants aged 40 or over who were rejected through it from 24 September 2020 onwards can opt in. The court has let the case proceed on an "agent" theory: that the vendor can be directly liable as an agent of the employers using its software. If that holds, the algorithm supplier is on the hook, not just the employer who bought it.
Sources: EEOC v iTutorGroup consent decree (E.D.N.Y.), KnowBe4 incident write-up (July 2024), Gartner, ICO AI in Recruitment Outcomes Report (November 2024), Mobley v Workday (N.D. Cal., May 2025 conditional certification).
Where we come in.
We don't sell a platform. We build alongside your Bullhorn, Vincere, JobAdder, Mercury xRM, Voyager or Salesforce. Your data stays where it is.
Four phases, fixed scope, first working agent live. You can stop at any phase. Most don't.
BOOK A WORKING SESSIONConsultant-day audit
Half a day shadowing your best biller and your average one. We map where the hours go, where money leaks, and where the existing AI stack is being ignored. You get a written ranking of the three highest-payoff agents we'd build. Fixed price, no slides.
Wire up the company brain
CRM, mailbox, call notes, job specs, placement history, candidate documents and your compliance rules in one searchable layer. Without it, every agent you build is guessing. With it, every agent is reading from the same truth.
Launch the first agent
Usually CV parsing and branded reformatting, or database reactivation. Consultants see it work on real jobs in their own pipeline. No training deck, no change programme, no quarterly steering committee.
Add the next three, audited
Screening agent with a bias audit. Voice-first availability check. Compliance and RTW workflow. Each one logged, evaluated against your own historic placements, and documented in a format the ICO and your insurer will accept.
We build into the stack you already run.
We've built into the CRMs UK recruitment actually uses. Daxtra and Textkernel handle the parsing layer well; we build the agents and workflows on top.
CRM / ATS
Bullhorn
CRM / ATS
Vincere
CRM / ATS
JobAdder
CRM / ATS
Mercury xRM
CRM / ATS
Voyager Infinity
CRM / ATS
RDB ProNet
CRM / ATS
Salesforce
PARSING
Daxtra / Textkernel
MULTI-POST
Broadbean / idibu / LogicMelon
SOURCING
LinkedIn Recruiter
COMPLIANCE
Xref / TrustID / Yoti
BACK OFFICE
Xero / Sage / Kingsbridge
The ones agency MDs ask first.
Bullhorn / Vincere already say they do AI. Why do I need you?
The platforms release general features for every customer. We build the parts that are specific to how your desk runs: your sectors, your client templates, your compliance, your placement history. The features in the box are a floor, not a ceiling. We sit on top.
Will my consultants resist this?
Not when the first thing they see is a CV they didn't have to reformat and a shortlist from a database they'd given up on. Consultants resist anything that adds admin to their day. The agents we build take admin off it.
What about the EU AI Act? We're UK-based.
If you place anyone into an EU role, you're in scope. Recruitment is named in Annex III as high-risk. The headline deadline for high-risk obligations is 2 August 2026. We design every agent to that bar from day one: logged decisions, bias evaluations, human-in-the-loop on adverse actions, a deployer file your compliance team can hand over. UK ICO guidance and Article 22 of the UK GDPR are handled at the same time.
How do you stop the AI being biased?
Skills-based scoring against the criteria you set, not inferred protected characteristics. We backtest against your own historic placements and publish disparate-impact rates by gender, age band and ethnicity (where you collect it). If a model can't be shown to be fair, it doesn't go live. NYC Local Law 144-style bias audits if you sell into the US.
Half my CVs are AI-written now. Doesn't that break parsing?
It breaks keyword filtering. Modern LLM-driven parsing reads the document the way a consultant would and pulls out skills, dates and seniority signals reliably. The harder question is verification: is this person who they say they are? We score every CV for signs of synthetic generation and identity inconsistency, and flag the ones worth a second look before your consultant picks up the phone.
We're a 12-person agency, not Hays. Is this overkill?
The opposite. Hays can outsource back-office to Cognizant and call it AI strategy. A 12-person firm can't. You're the customer this is built for: small enough that one good agent gives every consultant an extra day a week, and you'll see it in next month's billings.
Where does our candidate data go?
It stays in your CRM and in UK or EU-hosted infrastructure we set up under your control. We use enterprise model endpoints with data processing agreements, no training on your data, and zero-retention configurations where they're offered. You see, and approve, every place a candidate record is read or written.
How much does it cost?
Audit is fixed-fee. First agent is priced per phase, scoped against the audit. Each agent after that is fixed per phase too. Optional monthly retainer once you're running, to evaluate, tune and add the next ones. You see the number before we touch a line of code.
Give your consultants a day back.
Half a day with your top biller and your average one, then a ranked list of the three agents that would move billings fastest on your desk. Thirty minutes to set it up.