“A-FARM”: A FRAMEWORK FOR MULTISCALE FORECASTING OF THE POPULATION’S FINANCIAL BEHAVIOUR

SKU0049

DESCRIPTION

The framework is designed for forecasting behavioral economics processes at both the population level (district, city, region) and the individual level in various macroeconomic scenarios, including crises driven by external and internal factors. By leveraging aggregated data on the socio-demographic structure of the population, macroeconomic indicators, and crisis scenarios, the framework predicts transactional activity across various interest categories.

ADVANTAGES OF THE DEVELOPMENT

Smart consumer model: Customizable individual characteristics
Comprehensive context integration: Accounts for informational (news) background, advertising, and macroeconomic context
Crisis resilience: Effective performance during sharp changes in national circumstances (e.g., COVID-19, geopolitical events)

APPLICATION AREAS

Financial sector
Retail
Government and municipal administration
Urban planning