How should AI agents fit into project management workflows?

As AI agents become better at creating tasks, analyzing requirements, and handling repetitive project work, I’m wondering how teams should actually integrate them into project management.

Should an AI agent simply be an assistant that developers use when needed, or should it become part of the project team?

For example:

Human defines the requirement → AI agent breaks it into tasks → team reviews the work → agent helps execute or update tasks → human makes the final decisions.

I think the second model could be interesting because it gives AI a more defined role in the project rather than treating it as another disconnected tool.

I've been exploring this idea with Sharkly, where AI agents can participate in project workflows alongside human teammates.

https://sharkly.ai/

How are you currently integrating AI into your SpiraTeam project workflows?