What AI does to people at work depends on how you lead it
AI changes what work gives people and what it costs them, usually both at once. Current research shows which leadership choices tip the balance. Scroll through to explore them.
Experimental. Compiled with the help of AI from current research papers, so errors are possible.
Every AI rollout gives and takes at the same time
What AI can give your people
- New capability
- Time for meaningful work
- Ownership and meaning
- Collaboration and connection
- Engagement
What AI can cost your people
- Work intensification
- Mental fatigue
- Anxiety and job insecurity
- Silent loss of skills
- Monitoring strain
- Loss of voice
Your leadership choices
decide which side dominates. The following screens show which choices research links to more of the first and less of the second.
Rolling out AI and leaving the rest to chance is not neutral
When AI arrives without deliberate leadership choices, gains and strain come together, and the strain is often invisible from the top.
Leadership choices
Click on the choices you can make as a leader and see how they relate to different types of impact on your workforce.
Common pitfalls
Leadership moves that research links to more strain. Select one to see what it does and what to do instead.
Questions leaders frequently ask
The tools are the same everywhere. How you lead them is not.
Organizations get different results from the same AI because of what leaders make clear, how they design work, where they place accountability and how they support people while they learn.
Based on a curated body of research on AI and the human experience of work, published mostly in 2025 and 2026. A structured synthesis, not a systematic review.