In 2023, the AI revolution reached new heights with remarkable growth. Commercial & Residential Mortgage Finance witnessed a surge in AI-related activities, filling 299 new patents (-49% with respect to 2022) on Artificial Intelligence.
This plot displays the number of ai patents on Commercial & Residential Mortgage Finance over time.
There has been a striking divergence in Commercial & Residential Mortgage Finance development across countries over time. Overall, we observe that most of the development in the field lies in a few advanced countries.
The countries with more number of patents in Commercial & Residential Mortgage Finance in the period 2019-2023 were undefined, undefined, undefined, undefined, and undefined.
This treemap visualization offers a comprenhensive overview of AI distribution across countries in Commercial & Residential Mortgage Finance.
This visualization underscores the pervasive nature of AI across the economy, highlighting both expected and surprising areas of AI startup concentration and innovation.
Here we provide a visual representation of country-level competitiveness by comparing the Revealed Comparative Advantage (RCA) on the x-axis with relatedness density on the y-axis. RCA is an indicator that highlights the countries that exhibits a competitive edge in Commercial & Residential Mortgage Finance, while relatedness density measures how connected Commercial & Residential Mortgage Finance is to others within the broader economic structure.
Higher RCA values suggest that a country has a strong competitive position internationally in Commercial & Residential Mortgage Finance, while higher relatedness density indicates that Commercial & Residential Mortgage Finance is deeply integrated into the economy, with potential for further growth and diversification. This comparison allows us to identify countries with both high competitiveness and strong growth potential based on their embeddedness in the economic network.