AI Exposure by Role - Task Automation vs Judgment Bottlenecks
Low automation High automation Human judgment premium
Dummy chart for prototype review. Replace with actual graphics later.

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The work that survives first contact with agents

Task automation is not the same thing as replacement.

AI work 16th May 2026
Markets draft

From chart to claim

A template for turning a visual into a defensible argument instead of a decorative slide.