AI for HR and recruitment: what works in 2026 and what the EU AI Act prohibits
Erwin Berkouwer
AI isn't allowed to do everything in HR and recruitment — but quite a lot. The EU AI Act classifies CV screening as high-risk. Here are the applications that work for SMEs in 2026, without compliance risk.
AI isn't allowed to do everything in HR and recruitment — but quite a lot. The EU AI Act classifies automated CV screening and candidate assessment as high-risk. That doesn't mean AI is forbidden, but as an SME owner you need to know what's allowed and how to deploy it without compliance risk in your business.
HR managers spend an average of 6 hours per vacancy on CV screening
For a small HR department that's substantial. Every new employee costs you hours of paperwork, emails and comparing applications — before you've even had your first conversations.
AI can drastically speed up CV screening. What a recruiter reviews in four hours, an AI processes in seconds. Organizations using AI-assisted screening report 40% shorter time-to-hire on average and save 3 to 5 hours per vacancy on the first selection round.
But how you deploy AI determines whether you're on the right side of the law.
What AI is allowed to do: administration, scheduling and onboarding
Not everything in HR falls under high-risk. There are plenty of tasks where AI simply works, without legal complications:
Writing job descriptions
AI assistants like Claude or ChatGPT write a complete job description in minutes based on a role outline. You review and adjust — the AI does the grunt work. No high-risk, immediate results.
Scheduling and planning
AI tools analyze scheduling requests, flag conflicts and automatically suggest plans. For a care facility or retail chain this saves hours of weekly puzzle work.
Onboarding automation
Contract generation, IT account creation, welcome emails, first-week checklists — you automate all this. A company with 45 staff saves an average of 2 to 3 hours HR time per new colleague.
Answering candidate emails
AI handles standard questions: "When will I hear back?" or "Which documents do I need to send?" This saves recruiters an average of 6.5 hours per week without any compliance risk.
HR reports and personnel administration
Leave registration, salary variables processing, employment contract management — AI can largely take this off your HR staffer's plate. Low-risk, high return.
All these applications have something in common: they support people, but don't make decisions about people. That distinction is precisely what the EU AI Act is about.
What the EU AI Act prohibits: recruitment AI is high-risk
The EU AI Act — which comes into full enforcement in August 2026 — categorizes AI systems by risk level. Recruitment AI almost always falls in the high-risk category. That means no ban, but additional requirements.
What counts as high-risk?
- Automated CV screening (AI decides which CVs get forwarded)
- Candidate matching systems (AI links candidates to jobs based on profile)
- Automated assessments and personality tests
- AI-driven video interviews where algorithms analyze behavioral patterns
What does this mean for your SME?
If you use a high-risk AI system — or buy it via a software vendor — you must before August 2026:
- Perform a conformity assessment (or have it done)
- Prove the system has been tested for bias
- Keep documentation on how the system makes decisions
- Ensure human oversight: a person always decides, AI advises
Penalties for non-compliance reach €15 million or 3% of annual revenue. For SMEs lower maxima apply, but the risk is real.
Practical consequence: if you use an HR software package that uses AI for CV screening? Ask your vendor for the EU AI Act compliance declaration. If they can't provide it, you as the user share responsibility.
Practical AI applications that work for SMEs now
You don't have to miss the benefits of AI in HR. Here are four applications that work today — without high-risk classification:
1. AI as a writing helper for job descriptions
Say you're looking for a fitter for your installation company in Eindhoven. You enter the key points — role, required experience, work atmosphere — and AI writes an attractive job description in five minutes. You adjust and publish. AI has no role in selection.
2. Automatic confirmation email to candidates
Every applicant immediately gets a personal confirmation explaining the process. This significantly improves candidate experience, without AI evaluating anyone.
3. Scheduling in care or retail
A home care organization with 30 staff uses AI to generate weekly schedules based on contract hours, days off and care planning. Result: 3 fewer hours of scheduling work per week for the team leader — every week.
4. Automating the onboarding flow
The moment an employee signs, a chain starts automatically: generate contract, arrange IT account, send welcome package, schedule introduction day. HR only needs to check — no more manual coordination.
How to set up an AI policy for HR that's effective and legal
You don't need to be a lawyer to get started. Follow this roadmap:
Step 1: Map out which AI you already use
Look at your current HR software. Does it use automatic matching or candidate scoring? Then you need to know if it's a high-risk system.
Step 2: Ask vendors about EU AI Act status
Every serious HR software vendor can tell you if their product is high-risk and how they ensure compliance. Ask this question before August 2026.
Step 3: Set a simple AI usage rule
One sheet of paper is enough: which AI tools you use, for what tasks, and who's ultimately responsible. This is the foundation of your AI policy.
Step 4: Make sure people always have the final say
AI can advise, filter or make suggestions — but rejecting or hiring a candidate: that's you. Document that this is how it works. This satisfies the human-oversight requirement.
Step 5: Train your HR team (two hours is enough)
You don't need to become an AI expert. Two hours explaining what AI can and can't do in recruitment is sufficient. What you need: knowing when a person must be in the decision-making.
Frequently asked questions
Can I use AI to select candidates?
Yes, but with limitations. AI can help you write job descriptions, schedule interviews and answer emails. Automated CV screening is high-risk under the EU AI Act — if you use this, you must prove a person always makes the final decision and the system is tested for bias.
What are the risks of recruitment AI for my business?
The biggest risk is legal: using high-risk AI after August 2026 without a compliance declaration exposes you to fines. There's also reputational risk: if your AI shows demonstrable bias in selection, rejected candidates may take legal action.
Do I need to do anything before August 2026?
If you use software that automatically scores CVs or ranks candidates: yes. Contact your vendor and ask about EU AI Act status. If you use AI only for writing, scheduling or onboarding automation, there are no additional requirements for you.
How expensive is it to implement AI in HR?
Basic applications like writing job descriptions or automating emails cost nothing extra if you already use Claude or ChatGPT. More complex onboarding automation costs €500 to €2,500 one-time for setup — typically recouped in under three months with a growing team.
Does my HR staffer need technical knowledge?
No. Most AI tools for HR work via a standard interface, just like email or a word processor. What you do need: understanding when AI makes a decision about a person — so you know when human oversight is required.
