Most organizations are experimenting with AI tooling. Few are structurally ready for it.

Adding AI to a siloed, low-trust, poorly aligned team does not increase innovation — it accelerates dysfunction.

This session focuses on team readiness, not tooling. We’ll explore:
- Why AI amplifies existing organizational patterns
- The collaboration structures required for agentic workflows
- How to align AI output with product goals
- Where AI breaks down in production environments

This talk bridges AI workflows with human systems design — a missing conversation in most AI conferences.

Key Takeaways
- The 5 structural traits of AI-ready teams
- How to prevent AI from multiplying siloed thinking
- How to align AI tooling with product intent
- A readiness assessment leaders can apply immediately