AI in HR and Recruitment: Faster Hiring Within the Rules

AI recruitment speeds up screening, scheduling and follow-up. Note: recruitment is high-risk under the AI Act. What is allowed and what works.

Written by Christian and Michel.

AI recruitment mainly speeds up the part of the process nobody gets to: screening, scheduling and follow-up. Note: recruitment is a high-risk application under the AI Act, so the setup matters. This is how to combine both.

The recruitment crisis in the Netherlands

The average vacancy in the Netherlands is open for 47 days.5 to 3 times the annual salary. AI offers a way out by accelerating, objectifying, and improving the process.

How AI transforms recruitment

Faster and better candidate selection. An Amsterdam IT company reduced time-to-hire from 52 to 21 days.

Automated first interviews. AI systems conduct standardized first interviews at any time of day, freeing recruiters to focus on the most promising candidates.

Onboarding automation. A financial services firm reduced onboarding time from 6 to 2.5 weeks and saw 90-day retention rise from 78% to 94%.

Turnover prediction and retention. A retail company reduced unwanted turnover by 28% in the first year through proactive retention conversations based on AI signals.

Further Reading

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Results

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Sources

Frequently asked questions

What is AI recruitment?

Using AI in the hiring process: drafting vacancy texts, sourcing candidates, pre-sorting applications, scheduling interviews and automating follow-up. It mainly speeds up the administrative part, not the assessment.

Are you allowed to use AI to screen applicants?

Yes, but under strict conditions. AI in recruitment and selection is a high-risk application under the AI Act, with requirements on risk management, documentation, human oversight and transparency towards candidates. The GDPR also applies to the personal data and equal-treatment law to the outcomes. Have the setup reviewed before going live.

Does AI take over the selection decision?

It should not, and under the AI Act's high-risk regime human oversight is an explicit requirement. A model may sort and flag; rejecting or hiring a candidate remains a human decision that must be traceable.

Which HR processes are most suitable to automate?

The ones with high volume and little judgement: scheduling interviews, acknowledgements and status updates, requesting onboarding documents, and completing personnel files. Anything involving a judgement about a person needs more safeguards rather than fewer.

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