Which tasks are exposed
Risk applies to individual tasks—not to a person or an entire occupation.
Task Risk Диагностика по кодам ошибок и телеметрии 27% Планирование регламентного обслуживания 31% Физический ремонт нестандартной неисправности 16% Построение маршрута и расчет времени 34% Оформление рейсовых документов 38% Мониторинг телеметрии и состояния транспорта 25% Движение по стандартному маршруту 39% Реакция на аварийную или нестандартную ситуацию 16%
What the score means
На оценку влияют повторяемость процессов, цифровизация данных, возможность автоматической проверки, физическая среда и экономический стимул внедрения технологий.
AI exposure ? The share of cognitive, textual, visual or analytical work that current AI systems can technically assist with or perform.
15%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
30%
Routine work ? The share of operations that repeat, follow stable rules and produce a predictable result.
32%
Digitalization ? How much of the input, workflow and output already exists in digital form.
27%
Business incentive ? The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.
28%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
85%