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Driver
Based on 10 assessments · 1 from real users
29%
Moderate risk
Average realistic automation risk across all Driver profiles in the dataset.
Score spread
Distribution across 10 profiles.
Middle half of Drivers score between 25% and 34%.
0%
50%
100%
Task breakdown by work type
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer input, real-world output — needs someone to act on it, not just software.
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Driver, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Operating vehicle controls (steering, acceleration, braking, gear changes) in response to road conditions
deep expertise
39%
DA
19%
Monitoring traffic, pedestrians, road signs, and anticipating hazards ahead
deep expertise
31%
AD
21%
Communicating with dispatch, customers, or recipients about delays, locations, or delivery issues
deep expertise
social core
24%
AD
14%
Loading, unloading, or securing cargo; checking vehicle contents match delivery manifest
2%
AA
10%
Navigating routes, reading maps, following GPS directions, and making turn decisions
1%
DD
89%
Vehicle maintenance checks (fuel, tire pressure, lights, wipers, fluid levels)
1%
AD
32%
Recording trip data, mileage logs, fuel purchases, or incident reports
1%
DD
94%
Operating vehicle controls (steering, acceleration, braking, gear changes) in response to road conditions
deep expertise
31%
DA
14%
Monitoring traffic, pedestrians, road signs, and anticipating hazards ahead
22%
AD
38%
Navigating routes, reading maps, following GPS directions, and making turn decisions
20%
DD
63%
Loading, unloading, or securing cargo; checking vehicle contents match delivery manifest
15%
AA
14%
Communicating with dispatch, customers, or recipients about delays, locations, or delivery issues
deep expertise
social core
9%
AD
5%
Vehicle maintenance checks (fuel, tire pressure, lights, wipers, fluid levels)
0%
AD
37%
Recording trip data, mileage logs, fuel purchases, or incident reports
0%
DD
93%
Operating vehicle controls (steering, acceleration, braking, gear changes) in response to road conditions
deep expertise
34%
DA
18%
Monitoring traffic, pedestrians, road signs, and anticipating hazards ahead
deep expertise
social element
24%
AD
22%
Navigating routes, reading maps, following GPS directions, and making turn decisions
18%
DD
87%
Recording trip data, mileage logs, fuel purchases, or incident reports
12%
DD
80%
Vehicle maintenance checks (fuel, tire pressure, lights, wipers, fluid levels)
deep expertise
social element
4%
AD
24%
Communicating with dispatch, customers, or recipients about delays, locations, or delivery issues
deep expertise
social core
4%
AD
7%
Loading, unloading, or securing cargo; checking vehicle contents match delivery manifest
1%
AA
11%
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