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AI for recruitment & talent teams

AI recruitment software, built to be compliant

Custom AI recruitment tools that screen CVs, match and shortlist candidates and automate sourcing — engineered for the EU AI Act, because hiring AI is high-risk. Not a black-box SaaS: you own the code.

Last updated: 11 June 2026

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In short

AI for recruitment automates CV screening, candidate matching, sourcing and interview scheduling so recruiters spend time on people, not paperwork. Crux Digits builds it custom and EU AI Act-compliant, with bias controls and human oversight baked in. Fixed prices: a €2,500 audit, a €20,000 proof of concept, production from €50,000.

Where AI helps across the recruitment workflow

Recruitment is full of repetitive, high-volume work that AI handles well — while a human stays in charge of every hiring decision. We map your agency or in-house talent process, then automate the tasks that drain your recruiters' hours, from first CV to signed offer.

Recruitment AI is high-risk under the EU AI Act — build it right

This is the part most vendors skip. Under the EU AI Act, AI used to screen, filter or rank candidates for jobs is classified high-risk. That brings real obligations: bias and non-discrimination controls, transparency about how the system decides, logging, data governance and meaningful human oversight — a person, not the model, makes the hiring call. A black-box CV-screening SaaS gives you none of that visibility, yet you carry the liability. We build the opposite: custom systems where the matching logic is auditable, bias is tested and documented, and a recruiter reviews and can override every recommendation. You own the code and the audit trail — so you can prove compliance, not just claim it.

From recruiting task to outcome

A quick view of how the everyday work maps to what the AI does and what your team gets back.

Recruiting taskWhat the AI doesOutcome
Screening inbound CVsParses and ranks applicants against the role, with visible reasoningHours of manual screening cut to minutes; every candidate assessed consistently
Building a shortlistMatches vacancy to your ATS and candidate databaseRecruiters open a ranked shortlist instead of searching
Sourcing passive talentFinds, enriches and deduplicates profiles, drafts outreachMore qualified pipeline without more manual sourcing
Interview coordinationProposes slots and drafts summaries and feedback notesLess admin, faster time-to-interview, a human still decides

What it costs — fixed-price bands

No open-ended day rates. Three fixed steps: a €2,500 AI audit to find the highest-value recruitment use case and confirm it can be built compliantly; a €20,000 proof of concept on your real vacancies and data; and production from €50,000 for the live, EU AI Act-ready system your team runs every day.

How we ship it

We work in three de-risked stages so you see value before committing to a build. Stage one is the audit (€2,500): we review your recruiting workflow, data and volumes and pick the use case with the best return. Stage two is the proof of concept (€20,000): a working model on your own CVs and vacancies, with bias testing and human-oversight design from day one. Stage three is production (from €50,000): we build, integrate with your ATS, and hand over documented, compliant code you own — no lock-in. Book the AI implementation conversation to start.

FAQ

Frequently asked questions

What does AI for recruitment cost?

Fixed prices: €2,500 audit, €20,000 proof of concept, production from €50,000. The audit pins down the best use case and confirms it can be built to the EU AI Act, which matters more here than in most domains. You own the resulting code outright.

  • Timelines: audit 1–2 weeks, proof of concept 4–6 weeks, production from 8–12 weeks.
  • Recruitment builds carry extra compliance work, so budget for documentation and bias testing as part of the scope.

Yes, when built correctly — but it is explicitly high-risk. AI that screens or ranks candidates falls in the high-risk tier under Regulation (EU) 2024/1689, so it requires bias controls, transparency, logging and human oversight. A recruiter, not the model, must make every hiring decision.

  • High-risk means a conformity assessment, technical documentation and record-keeping — not just a privacy statement.
  • Article 4 separately requires AI literacy for the staff operating the system.
  • Check your specific setup in four questions with the free EU AI Act risk checker.

Do we need works council approval before using AI in recruitment?

In the Netherlands, very likely yes. Under the Works Councils Act (WOR, article 27), your ondernemingsraad holds a consent right over arrangements for personnel assessment and staff monitoring — which AI screening usually is. Involve them before the build, not after.

  • Skipping consent can make the arrangement voidable, so this is a project risk, not a formality.
  • In Belgium, CAO nr. 39 requires informing and consulting the works council about new technology with collective impact, in principle before it is introduced.
  • Practical sequence: scope the use case, brief the works council, then build — the audit output doubles as the briefing document.

How does AI CV screening avoid bias?

By testing for it and keeping a human in the decision. We check the model for discriminatory patterns, keep the matching logic auditable instead of black-box, document how it reaches a ranking, and ensure a recruiter reviews and can override every shortlist. Bias control is part of the build.

  • Proxy variables are the usual trap: postcode, name or gap years can encode protected characteristics without naming them.
  • Dutch and Belgian equal-treatment law applies alongside the AI Act — a compliant model can still produce an unlawful outcome.
  • Ask any supplier for their bias test results on your own candidate data, not on a benchmark set.

Do we own the software or is it a subscription?

You own it — code, models and integrations. Unlike a black-box recruitment SaaS, we hand the system over, so there is no per-seat lock-in. That matters especially here: you also control the compliance evidence a regulator or candidate may ask for.

  • With most recruitment SaaS you cannot inspect the ranking logic, yet you remain the deployer answerable for it.
  • Owning the code means you can produce documentation and logs on request without a vendor in the loop.
  • You can move the system in-house or to another supplier without rebuilding it.

Does it integrate with our existing ATS?

Yes. We build around your current ATS and candidate database rather than replacing them, so screening, matching and sourcing plug into the tools your recruiters already use. No migration, and no second system for the team to learn — adoption is usually the real bottleneck.

  • Where an ATS has no usable API, we fall back to scheduled exports or a direct database read.
  • Integration scope is fixed during the audit, which is what keeps the build price fixed.
  • Candidate data stays inside your own environment rather than moving to a third-party platform.

Automate recruitment without the compliance risk

Start with a €2,500 audit: we find the highest-value use case for your team and confirm it can be built to the EU AI Act. Custom, compliant, and yours to own.

Book your AI audit