I’ve spent the last few months on the road more than I’ve spent at my desk. Conferences, client sessions, vendor briefings, and a lot of hallway conversations that turned out to be more useful than anything on the agenda. When you talk to enough talent leaders in a short window, patterns start to emerge because everyone is wrestling with the same shifts at the same time.
Here are the six themes I kept hearing.
1. AI is moving from efficiency to decision-making
For two years, the AI conversation in talent acquisition has been about efficiency. Faster screening, fewer manual tasks, time back in the day. That made sense, because it is where most of us started. Half of companies still name efficiency as their top reason for adopting AI; only about a quarter point to better decisions.
But the questions are changing. Talent leaders are no longer asking me whether AI can save their recruiters time. They have accepted that it can. They are asking something harder: is it helping us make better decisions, and how would we even know? That is a different phase of maturity, and most organizations have not yet built the muscle to measure it.
2. Candidate fraud is no longer a fringe concern
A year ago, candidate fraud came up occasionally and usually as a story someone heard secondhand. Now it comes up in nearly every conversation, and it comes up early. AI-generated resumes, candidates being fed answers in real time, identity that does not match the person who shows up on day one. What used to be a rare headache has become a real operational risk, and most teams do not yet have a process built for it. Expect this to be one of the defining talent acquisition conversations of the next year.
3. The recruiter experience is still badly misunderstood
This is the one I feel most strongly about. The gap between what recruiters actually do and what leadership thinks they do is not closing — it is widening. When asked, 64% of recruiters say executives do not fully understand their work, up from 58% just a few years ago. We keep asking recruiters to move faster, adopt new tools, and become more strategic, while leaving the underlying workflows, systems, and expectations largely unchanged. You cannot redesign the role by adding pressure to it.
4. The build-versus-buy conversation is back
For a while, build versus buy felt settled — most organizations bought. AI has reopened the question. Teams that never would have considered building are now asking whether they should stand up their own capability rather than wait for a vendor roadmap, and teams that started building are discovering how much it actually takes to maintain. And the pricing in the token economy is much much different. With some vendors, they can do both. There is no universal right answer here, but the fact that the question is live again tells you how much AI has scrambled the old assumptions about what is core and what is bought.
5. Voice is showing up in screening
One of the more interesting things I am seeing is voice moving into screening — conversational, voice-based interactions earlier in the process than we are used to. It is promising, because it can feel more human and accessible than another form to fill out. It also raises real questions about consistency, bias, transparency, and candidate comfort that we have not fully worked through yet. This is early, and it is worth watching closely rather than adopting blindly.
6. Frontline hiring is finally getting the attention it deserves
The frontline now makes up roughly 70% of the workforce, and for years our technology, our processes, and our research treated it as an afterthought. We built for corporate hiring and bolted it onto high-volume roles. That is starting to change. More leaders are asking how to apply AI, candidate experience, and speed to frontline hiring specifically, rather than assuming what works for professional roles will translate. It is overdue. The frontline is where the volume is, where the turnover is, and where a better experience would matter most.
Where this leaves us
If there is a thread connecting all five, it is that the easy phase of this work is ending and the harder, more interesting phase is beginning. The tools have changed faster than the operating models around them, and the organizations that pull ahead will be the ones willing to rethink the work itself, not just layer new technology on top of it.
I went deeper on a couple of these — the move from efficiency to decision-making, and the realities of the recruiter experience — in recent research with iCIMS and Greenhouse. If these are the conversations happening inside your own team right now, that is a good place to keep going.
And if you are at one of the next stops on my calendar, come find me. The hallway conversations are still the best part.