Episode Player

The Next AI Failure Will Be a Coordination Failure

The Digital Transformation Playbook

Chapters
0:00
The Next AI Failure Explained
0:46
Why Model Risk Is Not Enough
3:03
Agentic AI Raises The Stakes
4:28
How Coordination Breaks Down
5:45
Real World Failure Patterns
6:54
Five Coordination Risks To Watch
8:27
Governance On Paper Fails
9:25
Shift To Workflow Governance
10:43
Metrics That Reveal Weak Links
11:36
What Leaders Should Do Now
12:55
Closing Takeaway And Next Steps
The Digital Transformation Playbook
The Next AI Failure Will Be a Coordination Failure
May 28, 2026
Kieran Gilmurray

AI failure is shifting from isolated model mistakes to the way organisations coordinate work around them. As agentic systems cross tools, teams, and customer journeys, weak ownership and unclear handoffs can turn small errors into serious incidents.

This episode explores why workflow governance now matters as much as model performance.

TLDR / At a Glance

• Coordination risk in AI workflows
 • Agentic AI and cross-system exposure
 • Ownership gaps and escalation failures
 • Handoff design as a control point
 • Workflow inventories over model registers
 • Metrics for operational AI governance

The key takeaway is that scalable AI depends on strong coordination systems around every workflow.

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