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 30% Планирование регламентного обслуживания 34% Физический ремонт нестандартной неисправности 19% Построение маршрута и расчет времени 37% Оформление рейсовых документов 41% Мониторинг телеметрии и состояния транспорта 28% Движение по стандартному маршруту 42% Реакция на аварийную или нестандартную ситуацию 19%
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.
18%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
33%
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.
30%
Business incentive ? The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.
31%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
82%