Which tasks are exposed
Risk applies to individual tasks—not to a person or an entire occupation.
Task Risk Сплошная проверка операций и поиск аномалий 55% Сверка требований с документами и контролями 57% Оценка достаточности доказательств и итоговый вывод 30% Построение маршрута и расчет времени 58% Оформление рейсовых документов 62% Мониторинг телеметрии и состояния транспорта 49% Движение по стандартному маршруту 63% Реакция на аварийную или нестандартную ситуацию 40%
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.
39%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
54%
Routine work ? The share of operations that repeat, follow stable rules and produce a predictable result.
56%
Digitalization ? How much of the input, workflow and output already exists in digital form.
51%
Business incentive ? The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.
52%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
61%