In 30 seconds
- Roles stay; emphasis shifts.
- Product decisions and review become more central.
- Everyone needs judgment about when to trust AI.
Role by role
| Role | Shift |
|---|---|
| Product Owner | Faster delivery puts more pressure on clear priorities and specs |
| Scrum Master | Coaching new working agreements, guarding review capacity and safety |
| Developers | Less typing, more specifying, reviewing and integrating |
| Testers | Test strategy, evals, reviewing AI-generated tests |
Skills that matter more
- Writing clear specs and acceptance criteria
- Critical review of generated work
- Product judgment and user empathy
- System-level design thinking
What doesn't change
Accountabilities stay: someone owns value, someone owns team effectiveness, and the team owns quality and delivery. See AI-assisted vs AI-native teams.
Myth vs reality
Myth · AI replaces the Scrum Master.
Reality · Coaching people and systems stays human work.
Myth · Developers become prompt writers.
Reality · They become specifiers, reviewers and designers.
Myth · Product Owners matter less.
Reality · Faster delivery makes their decisions matter more.
FAQ
Do we need new roles?
Usually not; shift emphasis within existing ones.
Who owns AI tooling?
Often the team, with platform support.
How do we train people?
Practice on real work, with shared lessons in retros.