Which tasks are exposed
Risk applies to individual tasks—not to a person or an entire occupation.
Task Risk Collecting and transferring routine data 40% Preparing standard documents 35% Searching and classifying information 31% Rule-based verification 27% Analyzing recurring cases 22% Handling exceptions 5% Negotiation and alignment 3% Accountability for final decisions 3%
What the score means
The score is driven mainly by process repeatability, data digitization, automated verification and the economic incentive to deploy technology.
AI exposure ? The share of cognitive, textual, visual or analytical work that current AI systems can technically assist with or perform.
38%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
3%
Routine work ? The share of operations that repeat, follow stable rules and produce a predictable result.
35%
Digitalization ? How much of the input, workflow and output already exists in digital form.
40%
Business incentive ? The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.
27%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
86%