CHRO: rebuilding the talent system as work changes

AI can alter tasks inside many jobs without creating a neat new occupation for each change. Hiring may be necessary, but recruitment alone will not resolve unclear work design or a leadership team that has not decided what people should do differently. The OECD's research on AI and skills emphasises the continued importance of managerial and human capabilities alongside technical ones. That is a useful prompt for a CHRO mandate, not a universal prediction for every role.

Start with strategic work, not an inventory of titles

The CHRO should help the CEO and business leaders identify which activities will change, which capabilities are scarce and which roles will become more consequential. If AI accelerates analysis, who must provide interpretation, client dialogue and quality review? If a process becomes more automated, who will monitor exceptions and own the decision? Talent planning should follow these questions.

A candidate should be able to describe a time they changed the organisation's talent architecture because strategy changed. What roles were redesigned? Which skills were developed internally? Where was external search necessary? What evidence showed the change was working? A list of training courses completed is not enough.

Balance development and external appointments

Some executives can acquire the knowledge they need through targeted exposure and expert teams. Others may need capabilities the organisation cannot build in time. The CHRO should make the options visible: develop, redesign, recruit, partner or sequence the strategy differently. For critical roles, an external market view can sharpen succession decisions without assuming that an outside candidate is preferable.

The CHRO also has to preserve a credible pathway for future leaders. If routine work disappears or changes, junior employees may lose the tasks through which they once learned judgement. The response is to design new forms of practice, feedback and supervision. A talent system that improves today's productivity while weakening tomorrow's leadership pipeline is not strategically successful.

The leader must also bring employees into the redesign. People who do the work often know where a process breaks and where a tool creates extra checking rather than genuine relief. A candidate should be able to describe how they gathered that knowledge, handled anxiety about changing roles and made expectations clear to managers. Participation does not remove the need for difficult decisions. It improves the quality of the evidence on which those decisions rest.

Assessment should therefore include an example of a contested workforce change. What did the CHRO recommend, what alternatives were considered and how were effects tracked after implementation? Did they challenge a business leader's assumption that every technology gain was a headcount saving? Did they create a route for retraining or redeployment when appropriate? These questions reveal strategic courage and operational realism.

Govern the use of AI in people decisions

AI in recruitment, assessment or workforce management brings distinct fairness and privacy questions. The EU AI Act's Annex III identifies certain AI systems intended for recruitment or candidate evaluation as high-risk. Classification and obligations depend on the actual use and current law. A CHRO does not need to act as the legal adviser, but must insist that the organisation knows which tools it uses, who can challenge an output and where a human decision-maker remains accountable.

Test the mandate at board level

• Which strategic changes will alter the work of our most critical roles?
• Where do we need new leaders, and where should we develop existing ones?
• How will people learn judgement if AI changes entry-level tasks?
• Who owns fairness, privacy and review in technology-supported people decisions?

The strongest CHRO is a partner in strategic execution. They connect workforce design, leadership succession and fair decision-making to the future business rather than treating AI as a training topic or a specialist recruitment list.