1 Execution
| Agents tackle repetitive, high-volume, or low-ambiguity tasks.
| AI agents operate a PLM DevOps factory, carrying out activities like software testing and software release management.
|
2 Decision
| Humans step in where discernment, accountability, or relational context is required.
| Humans retain responsibility for high-impact or irreversible decisions, including PLM migration (choice mapping), PLM portfolio design, and digital continuity process validation.
|
3 Collaboration
| Human and agent work together in a loop, with the agent augmenting the human.
| Human-AI collaboration streamlines complex, cross‑disciplinary activities such as change impact management and system-level engineering trade‑offs, with AI agents exploring alternatives and humans validating outcomes.
|