The Rise of AI in HR: Trends to Plan For Through 2028

AI in HR has moved from chatbots and resume filters to agents that complete multistep tasks, and from voluntary ethics statements to binding rules with dates attached. HR leaders should plan for three shifts: more automation inside existing HCM systems, more legal scrutiny of hiring and workforce decisions, and a larger role for HR in AI governance.

Key takeaways

  • AI is shifting from answering questions to taking actions, which raises the stakes for permissions and audit trails.
  • The EU AI Act treats employment AI as high risk, with those obligations now applying from December 2, 2027.
  • New York City already requires bias audits and candidate notices for automated employment decision tools.
  • Human review and AI literacy are becoming baseline expectations, not optional extras.
  • Treat predictions with caution; plan around dated rules and your own data.

Trend 1: From assistants to agents

Early HR AI answered policy questions or ranked resumes. The current generation can open a case, gather documents, update a record and route an approval. HCM vendors are building agents into their platforms, and integration layers let agents act across systems. The practical consequence is that HR must define what an agent may do on its own, what needs a human sign-off and how every action is logged. Agents that write to payroll, benefits or employment status need the same controls you would apply to a new staff member with system access.

Trend 2: Regulation with real deadlines

Rules that were proposals a few years ago now carry dates. The table summarizes the milestones most relevant to US employers with global or New York City exposure.

RuleWhat it requiresKey date
NYC Local Law 144Bias audit within one year of use, public audit summary, candidate notice 10 business days before useEnforced since July 5, 2023
EU AI Act prohibitionsBans practices including emotion recognition in the workplace; AI literacy dutiesFebruary 2, 2025
EU AI Act general applicationMost provisions and transparency rules applyAugust 2, 2026
EU AI Act high-risk (Annex III)Obligations for employment and worker management AI, such as CV sortingDecember 2, 2027

The European Commission notes that the AI Omnibus, in force since July 27, 2026, extended the high-risk transition periods to the dates above. Our explainer on the EU AI Act for HR and high-risk employment AI goes deeper on what providers and deployers must do. US state and local rules continue to change, so assign someone to track them rather than relying on a single annual review.

Trend 3: Human oversight becomes a design requirement

Regulators and courts increasingly ask not just whether a human was involved, but whether that person had the information, time and authority to overrule the system. A reviewer who clicks approve on hundreds of AI recommendations a day is not meaningful oversight. Our guide to designing real human review of AI HR decisions covers sampling, escalation and override tracking.

Trend 4: Formal governance and AI literacy

Risk frameworks replace ad hoc policies

Many organizations are aligning AI governance with the NIST AI Risk Management Framework, released in January 2023, which groups work into Govern, Map, Measure and Manage. NIST added a Generative AI Profile in July 2024. For HR, that means an inventory of every AI feature in your HCM, ATS and service tools, a documented purpose and data source for each, and named owners who review performance and fairness on a schedule.

AI literacy for HR teams

The EU AI Act already requires providers and deployers to take measures for AI literacy among staff who use these systems. Even outside the EU, HR teams that cannot explain how a screening tool ranks candidates will struggle with audits, complaints and vendor negotiations. Our role-based AI literacy curriculum for HR teams offers a starting structure.

A planning checklist for HR leaders

  • Inventory every AI feature in use, including ones switched on by default in vendor updates.
  • Classify each use by risk: information only, recommendation or automated action.
  • Confirm bias audit and notice duties for any hiring tool used for New York City roles.
  • Map EU exposure and plan for December 2, 2027 high-risk obligations.
  • Define agent permissions, approval gates and log retention.
  • Schedule AI literacy training by role.
  • Add AI terms to vendor contracts: audit support, data use limits and incident notice.

Frequently Asked Questions

Will AI replace HR jobs?

AI is more likely to change HR roles than eliminate the function. Routine tasks such as answering standard policy questions, scheduling interviews and preparing reports are the most exposed. Work involving judgment, employee relations, investigations, change management and governance of AI itself is growing. HR professionals who understand data, process design and risk will be in a stronger position.

Does the EU AI Act apply to US companies?

It can. The Act applies to providers placing AI systems on the EU market and to deployers using them in the EU, and it can reach organizations outside the EU when system output is used in the EU. A US employer using AI to screen candidates for roles in an EU country should get legal advice on its obligations before the high-risk dates.

What is the most important AI step for HR this year?

Build an inventory. Most organizations do not know how many AI features are active across their HR systems, which data they use or who owns them. An inventory is the foundation for risk classification, audits, contract reviews and training. It is also the first thing a regulator, auditor or plaintiff's lawyer is likely to ask for.

Next steps

Assign an owner for AI governance in HR, complete the inventory within a quarter and classify each tool by risk. Then close the gaps in order of legal deadlines: New York City audits first if relevant, followed by EU high-risk preparation and internal oversight design.

Last reviewed: October 2026.

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