Topic hub
AI in HR covers every place a model now sits inside the employee lifecycle: sourcing and screening, interview scheduling and scoring, internal mobility, performance summaries, compensation modelling and workforce planning. Most of it arrived through tools HR already owned rather than through a deliberate AI purchase.
That is the practical problem. Very few HR teams can produce a current inventory of which of their systems use AI, what those systems decide, what data they were trained on, and who signs off when the output is wrong. Regulators, works councils, plaintiffs and candidates are all starting to ask for exactly that inventory.
The work is therefore less about whether to use AI and more about governance: knowing what is running, being able to explain it in plain language, keeping a human accountable for consequential decisions, and documenting the reasoning before somebody demands it.
Jackye's full background and credentials are on the about page. Current work on this topic is listed on Jackye Now, and the sourced record of talks, media and awards is on the recognition page.
Vendor demos are built to succeed. The useful question is not "what can it do?" but "what does it do on our data, with our roles, at our volume, and what happens when it is wrong?" Ask for the failure cases in writing. A vendor who cannot describe how their model fails does not understand it either.
Automation can rank, summarise and route. It should not be the last thing that touches a consequential decision about a person. Name the human accountable for each automated step: if no name exists, the process is not ready for production.
Audit-readiness is cheap in advance and expensive under subpoena. Record what each tool does, what data feeds it, how it was tested for adverse impact, and what the override path is. That record is the difference between a compliant program and a hopeful one.
A system that halves time-to-hire while quietly filtering out career-changers, caregivers and neurodivergent candidates has not made hiring better: it has made a narrower hiring funnel faster.
A self-assessment of where your AI hiring program currently stands.
Jackye's position on where ethics belongs in the HR technology stack.
Leading teams through AI adoption without outsourcing judgment to a model.
What AI-attributed workforce reductions are really telling HR leaders.
The buyer-side question set for AI-era HR technology evaluations.
Episodes Jackye hosts or appears on that cover AI in HR. Each links to its original source.
UNLEASH America 2025 preview (HRchat, episode 808)
HR Gazette / HRchat Podcast
Jackye Clayton joined Bill Banham to preview UNLEASH America 2025 and the workplace challenges on the agenda.
ListenNavigating Trust in HR and Tech: live from UNLEASH 2025
The POZCAST
A live conversation from UNLEASH America 2025 on trust between HR buyers, vendors and candidates.
ListenThe show Jackye co-hosts on inclusive workplaces, where AI and hiring technology come up constantly.
Career and HR technology conversations, including how AI is changing day-to-day hiring work.
The running list of episodes Jackye hosts and guests on.
Each entry links to its original third-party source.
From Pizza Prompt to Practical AI
YOU × AI Summit
SourceHuman Brand in an AI World (with John Baldino) and What Leaders Still Get Wrong
TalentNet Live Austin
SourceThe Future of Recruiting 2025
Top 100 HR Tech Influencers
HR Executive
SourceUNLEASH America 2025
UNLEASH
DetailsRecruitingDaily author archive
RecruitingDaily
SourceAI in HR is the use of machine learning and generative models inside HR processes: sourcing, screening, scheduling, internal mobility, performance summaries, compensation modelling and workforce planning. Most of it now arrives bundled inside existing HR systems rather than as standalone AI purchases.
Test on your own data, ask for documented failure cases and adverse-impact testing, confirm who is accountable for each automated decision, and require a plain-language explanation of what the model does. Contract for exit and data portability before signing.
Jackye Clayton is a strategic HR technology advisor, keynote speaker and conference host who speaks on responsible AI in hiring, AI governance for HR teams and audit-ready hiring systems at HR, recruiting and HR technology conferences.
Talent acquisition systems advisor focused on recruiting operations, hiring technology, responsible AI and the decisions that make hiring easier to deliver.
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