AI in HR: The CHRO's Governance Handbook
Compliance, employee representation, and Decision Layer for the EU AI Act. High-risk obligations from 2 December 2027, transparency duties in force since 2 August 2026. Free PDF download.
A selection from over 5,000 projects in 25 years of software development
What you'll find in this handbook
The EU AI Act classifies AI systems used for recruitment and selection, for decisions on terms of employment, promotion and termination, for task allocation, and for monitoring and evaluating performance and behaviour as high-risk (Annex III, point 4). Under Regulation (EU) 2026/1744, in force since 27 July 2026, those obligations apply from 2 December 2027 - sixteen months later than originally set, and now settled law rather than an expectation. The transparency duties under Art. 50 have applied since 2 August 2026, the ban on emotion recognition in the workplace since 2 February 2025. Only 38% of organisations have a formal, comprehensive AI policy (ISACA AI Pulse Poll 2026). This handbook bridges the gap - with concrete frameworks, checklists, and a readiness assessment.
Why the CHRO must lead AI governance in HR - not IT
Governance ownership, role concepts, and the CHRO checklist.
Three types of decisions: Human, Rules Engine, AI
The Decision Framework with Agent Readiness Score for every HR process.
EU AI Act: 7 requirements and your obligations as deployer
Articles 9-15 as requirements for the system, Article 26 as a checklist for you as employer - plus the prohibitions and transparency duties that already apply.
Employee representation as design partner
The EU baseline (AI Act Article 26(7), Directive 2002/14/EC, GDPR Articles 22 and 88), a market-by-market comparison of co-determination rights, the legal basis for employee data under the GDPR, the collective agreement as a technical constraint, and AI literacy.
4 HR processes in the Decision Layer
Payroll, travel expenses, recruiting, leave & absence - with zero-touch rates from Gosign simulations, pay transparency, and the limits on fully automated decisions under Article 22 GDPR.
Readiness assessment (10 questions)
Where does your organisation stand? Self-assessment with score and recommendations.
Next steps
The 90-day plan from inventory to a pilot in parallel operation.
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6 key numbers from the handbook
38%
of organisations have a formal, comprehensive AI policy - 25% have none
ISACA AI Pulse Poll 2026
7
requirements for high-risk HR AI from 2 December 2027 (Regulation (EU) 2026/1744)
EU AI Act, Art. 9-15
82-92%
of payroll runs processed fully automatically with the Decision Layer in Gosign simulations (model calculation, not an industry benchmark)
Gosign simulation, four industries
10/20/70
effort split: algorithms / technology and data / people and processes
BCG, Where’s the Value in AI? (2024)
2 Dec 2026
deadline for machine-readable marking by generative AI systems placed on the market before 2 August 2026 (a provider obligation)
EU AI Act, Art. 50(2) as amended by Regulation (EU) 2026/1744
15M
EUR maximum fine for breaches of high-risk, deployer and transparency obligations (or 3% of worldwide turnover, whichever is higher)
EU AI Act, Art. 99(4)
Who is this handbook for?
CHRO / VP HR
You are responsible for the AI strategy in HR and need a framework that convinces employee representation bodies, legal, and the board at the same time.
Head of People Operations
You implement AI-powered processes and need clear decision rules: what to automate, what not.
Employee Representatives
Works council, comité de empresa, rada pracowników, CSE: you review AI use in HR and need transparency about which decisions the agent makes and which stay with humans.
HR Compliance / Legal
You need to implement EU AI Act requirements and need a compliance checklist with concrete measures - including the legal basis for employee data under the GDPR.
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