Which tasks are exposed
Risk applies to individual tasks—not to a person or an entire occupation.
Task Risk Сбор показателей и подготовка управленческого отчета 53% Планирование ресурсов и моделирование сценариев 47% Решения по людям, конфликтам и ответственности 14% Ввод и обработка заказов и накладных 56% Оптимизация маршрутов и запасов 52% Сортировка, комплектация и перемещение на складе 30% Прогнозирование сроков и загрузки 51% Координация исключений и срывов поставки 27%
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.
46%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
3%
Routine work ? The share of operations that repeat, follow stable rules and produce a predictable result.
42%
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.
38%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
75%