HR AI Institute · Research

Work After AI — The 2026 Executive Study

What actually changed, and what nobody can answer yet.

Fourteen questions, about five minutes. Every one is something you can answer from your own head — there is nothing here you’d have to go and look up, and “I wouldn’t know” is a real answer everywhere it appears.

Research for my October HR Tech session, The Architecture of AI Adoption: Why Your HR Pilots Stall and How to Fix It, and for Work After AI. In return I’ll send you what the other executives said, before any of it goes public.

Reported in aggregate only. I will never quote you by name without asking first.

Question 1 Which best describes your level of seniority?

Please choose an option.

Question 2 Which area best describes your primary role?

Please choose an option.

Question 3 What’s the question about AI and your workforce that you don’t have a good answer to — and haven’t found anyone who does? Write it the way you’d actually say it out loud, not the way you’d write it in a deck. One sentence is fine. This is the one I most want, which is why it’s before anything else.
Question 4 Which part of your own job is most different now because of AI?

Please choose an option.

Question 5 Since AI arrived, what is the most significant thing you have personally stopped doing, stopped receiving, or stopped requiring?

Please choose an option.

Question 6 In the last 12 months, has AI changed a headcount plan, a role design, or a hiring requisition in your organization?

Please choose an option.

Question 7 When AI is given as the reason for a workforce decision in your organization, how true is that usually?

Please choose an option.

Question 8 What is actually stopping your organization from going further with AI right now? Choose the one that most closely reflects what you see.

Please choose an option.

Question 9 Three years from now, do you expect your organization to employ more people, about the same, or fewer?

Please choose an option.

And will they be doing largely the same work?

Please choose an option.

Question 10 Think about the two answers you just gave about three years from now. Where would you be willing to say that?

Please choose an option.

Question 11 Which part of a manager’s job do you expect AI to absorb most?

Please choose an option.

Question 12 Where is the pressure on you about AI actually coming from?

Please choose an option.

Question 13 If you could get one straight, trustworthy answer, which would you take?

Please choose an option.

Who’s contributing

Asked so responses can be attributed correctly inside the research and so I can follow up. Individual answers are never publicly attributed to you without the permission on the next screen.

Please enter your name.

Any address is fine — a work domain just helps me place the response.

Please enter a valid email address.

Two permissions, then you’re done

These do two different jobs. Both are optional.

Contributor acknowledgement

Leaving this unchecked simply means your name won’t appear publicly. It covers acknowledgement only; it does not permit individual answers to be attributed to you.

Private research follow-up

As a thank you, I share a few things with contributors that I won’t be sharing at HR Tech: my conference slides, additional findings and breakdowns that won’t make the presentation, and my direct commentary on how to apply the research.

Review my answers