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 63% Планирование регламентного обслуживания 62% Физический ремонт нестандартной неисправности 15% Поиск и систематизация научной литературы 67% Очистка и предварительная обработка данных 66% Стандартный статистический анализ 63% Подбор гипотез и вариантов эксперимента 56% Проведение нестандартного эксперимента 18%
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.
57%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
6%
Routine work ? The share of operations that repeat, follow stable rules and produce a predictable result.
53%
Digitalization ? How much of the input, workflow and output already exists in digital form.
62%
Business incentive ? The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.
49%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
64%