Which tasks are exposed
Risk applies to individual tasks—not to a person or an entire occupation.
Task Risk Генерация CRUD-кода и типовых модулей 82% Создание миграций, тестов и документации 78% Ревью и проверка сгенерированного кода 53% Генерация типового кода и конфигураций 79% Подготовка тестов и технической документации 75% Классификация ошибок и анализ журналов 69% Миграции данных и типовые интеграции 69% Архитектура и выбор технических компромиссов 48%
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.
67%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
16%
Routine work ? The share of operations that repeat, follow stable rules and produce a predictable result.
63%
Digitalization ? How much of the input, workflow and output already exists in digital form.
72%
Business incentive ? The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.
59%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
54%