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 97% Создание миграций, тестов и документации 97% Ревью и проверка сгенерированного кода 74% Генерация типового кода и конфигураций 97% Подготовка тестов и технической документации 97% Классификация ошибок и анализ журналов 90% Миграции данных и типовые интеграции 90% Архитектура и выбор технических компромиссов 69%
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.
91%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
34%
Routine work ? The share of operations that repeat, follow stable rules and produce a predictable result.
84%
Digitalization ? How much of the input, workflow and output already exists in digital form.
90%
Business incentive ? The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.
77%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
34%