Which tasks are exposed
Risk applies to individual tasks—not to a person or an entire occupation.
Task Risk studying the material 59% developing artistic interpretation 54% technical rehearsal 50% working with a director or ensemble 45% performance preparation 39% live performance 29% improvising around deviations 18% reviewing recordings and feedback 10%
What the score means
The score for Director reflects the share of formalised repeatable work, the availability of digital data and the feasibility of robotics. Tasks involving accountability, physical variability and professional judgement are much better protected.
The index reflects potential technology exposure of occupational tasks and is not the probability that a particular person will lose their job.
AI exposure ? The share of cognitive, textual, visual or analytical work that current AI systems can technically assist with or perform.
37%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
4%
Routine work ? The share of operations that repeat, follow stable rules and produce a predictable result.
29%
Digitalization ? How much of the input, workflow and output already exists in digital form.
53%
Business incentive ? The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.
49%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
87%