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04 / 06 · Function brief

Human Resources.

AI in HR without the GDPR landmines.

Position

HR is the highest-density high-risk AI domain in Europe. There is no shortcut. We build it correctly.

The business case

The highest-risk AI in Europe. Build it so a DPO can defend it.

HR runs more EU-AI-Act high-risk use cases than any other function, on the most sensitive personal data there is. Three moves:

01
The bright line is the person

The moment a real candidate or employee is in the data, the model runs sovereign, on EU compute a DPO can defend.

02
Bias-tested, documented, auditable

Annex III obligations built in from day one: testing, human oversight, worker information rights, works-council-ready logs.

03
Automate tasks, amplify people

Structured work automated, judgement work amplified, and the transition managed as reskilling, not as an HR event.

The operating model

People data inside.
Productivity everywhere.

Your perimeter · EU-resident
DPO-defensible
01
Attract
02
Screen
03
Develop
04
Support
05
Audit
Bias-tested models on EU computeAnnex III documentation built inLogs a works council can read
The sovereignty line
↓ Non-personal work out

Job architectures, policy drafts, and public labour-market research to the frontier.

↑ Drafts back

Reviewed by humans, applied inside the perimeter, never trained on your people.

The frontier edge
ClaudefrontierMistralEU

You capture the productivity without inheriting the liability, in Europe's most regulated AI domain.

The signal

What's actually
shipping.

Workday's HiredScore-powered Recruiting Agent helped AdventHealth cut roughly $68M in agency spend and double the requisitions recruiters close in 90 days.

Workday

SAP SuccessFactors is shipping “Joule Agents” that reason and act on behalf of HR users; Workday calls its layer an “Agent System of Record.”

SAP

The EU AI Act (Annex III) classifies recruitment and worker-management AI as high-risk, with obligations from 2 Aug 2026, whether built in-house or procured.

EU AI Act
Engagement scope

From résumé screening to people analytics, HR is the function with the highest concentration of high-risk AI under the EU AI Act. We design HR AI stacks that are auditable, bias-tested, and run on infrastructure your DPO can defend.

  • 01High-risk system classification under EU AI Act Annex III
  • 02Bias auditing & worker information rights
  • 03Self-hosted screening, coaching, and analytics models
  • 04Frontier-lab use only where data is non-personal and non-sensitive
Working session

Bring us one
human resources
workload.

In one 90-minute working session we map it across the frontier-sovereign axis, cost, risk, and strategic value. Then we tell you what we'd do.

Request this research

Working-session request