This fall, CHROs will be asked to address a core governance gap as AI oversight shifts from experimentation to accountability. This raises questions about data access, vendor risk, and human judgment. Meanwhile boards want proof of governance, not just pilots.
The challenge: HR’s toolkit including performance reviews, org design, and headcount planning is built to manage people. Now, it must be redesigned for a workforce that includes AI agents working alongside employees. CHROs must decide how to synthesize the two across reporting lines, set analytic metrics of success, accountability guidelines and governance rules. There’s no existing playbook, and the decisions made will set the template for years to come.
The opportunity: With the U.S. workforce shrinking, some CHROs see AI as a partial offset to labor scarcity—not a replacement strategy. CHROs that build governance structures now, rather than after an audit or incident, can stand as model examples for competitors.
Where the returns are showing up: Companies embedding AI directly into core platforms instead of layering it on top are the model to follow. Some have automated up to 30% of transactional recruiting work and cut HR service tickets by a third. However, sometimes the true measure isn’t the savings realized in HR’s execution of a task, but the time saved for employees looking for answers from HR.
What separates the companies scaling successfully from those stuck in pilot mode? Governance built in from day one, not added later. Explore our findings from companies we talked to in our AI case studies here, or read the quick version.
The open question is the talent pipeline. Three separate but related pressures are converging:
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Entry-level work is changing shape. As AI takes on more junior-level tasks, the traditional path for building experience is narrowing.
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Training is at risk. If AI produces the first draft, fewer employees can practice that learned skill.
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The skills that matter are changing. As AI absorbs routine thinking, sustained mental effort is emerging as a new differentiator—one that hiring models aren’t built to measure.
Bottom line: This is a transformative moment for CHROs to re-architect the enterprise in partnership with the CEO, general counsel and board—setting the core standard for what business success looks like.
