
Yihan Ma
Research expert covering e-commerce and FMCG in Greater China
Detailed statistics
Estimated value of cost savings from utilizing generative AI China 2023, by industry
Detailed statistics
Estimated cost savings from utilizing generative AI in China 2023, by industry
Detailed statistics
Department stores that believed AI would impact retail digitalization in China 2024
Artificial intelligence technology owned by companies South Korea 2024
Artificial intelligence (AI) technology owned by companies in South Korea as of 2024
Expected AI impact on retail media strategies in the U.S. 2024
Anticipated impact of artificial intelligence (AI) on retail media strategies according to marketers in the United States as of October 2024
Estimated revenue of artificial intelligence companies South Korea 2024, by sector
Estimated sales revenue of artificial intelligence (AI) companies in South Korea as of 2024, by sector (in billion South Korean won)
Revenue of artificial intelligence companies South Korea 2018-2024
Sales revenue of artificial intelligence (AI) companies in South Korea from 2018 to 2024 (in billion South Korean won)
Companies' reasons for not using artificial intelligence in Turkey 2024
Companies' reasons for not using artificial intelligence in Turkey in 2024
Usage of artificial intelligence (AI) by construction companies in the U.S. 2023-2025
Share of construction companies using or expecting to use artificial intelligence (AI) in the United States from the 2nd half 2023 to the 1st half of 2025
AI technology used by the public sector South Korea 2024
Artificial intelligence (AI) technology used by the public sector in South Korea in 2024
Share of enterprises using artificial intelligence in Turkey 2021-2024, by size
Share of enterprises using artificial intelligence in Turkey from 2021 to 2024, by business size
Most-used AI technology by retail enterprises in France 2021-2024, by type
Number of enterprises of the retail sector using Artificial Intelligence (AI) technologies in France in 2021 and 2024, by type
Outlook for Artificial Intelligence use in the retail industry in the U.S. 2021-2024
Share of U.S. people believing artificial intelligence should have a larger role in retail in selected years from 2021 to 2024
Familiarity with artificial intelligence in Spain 2024
Familiarity with artificial intelligence in Spain in 2024
Usage of artificial intelligence tools in Spain 2023 vs. 2024
Utilization of artificial intelligence tools in Spain in 2023 versus 2024
Use of artificial intelligence by Belgian companies 2023, by company size
Use of artificial intelligence technologies by enterprises in Belgium in 2023, by company size
Share of companies using AI in Czechia 2024, by technology
Share of companies using artificial intelligence (AI) in Czechia in 2024, by technology
Opinion on AI's potential to improve life worldwide 2024, by market
Perspective on how the use of artificial intelligence (AI) can improve life worldwide as of 2024, by market
Share of online retailers who have used artificial intelligence (AI) in Sweden 2024
Share of online retailers who have used artificial intelligence (AI) in Sweden in 2024
Adoption of artificial intelligence by real estate firms globally 2023
Level of adoption of artificial intelligence according to real estate industry experts worldwide in 2023
Revenue of artificial intelligence applied software companies South Korea 2018-2024
Sales revenue of artificial intelligence (AI) applied software companies in South Korea from 2018 to 2024 (in billion South Korean won)
Revenue of artificial intelligence service companies South Korea 2018-2024
Sales revenue of artificial intelligence (AI) service companies in South Korea from 2018 to 2024 (in billion South Korean won)
Artificial intelligence model development tools of companies South Korea 2024
Tools used by companies for developing artificial intelligence (AI) models in South Korea as of 2024
Artificial intelligence computing infrastructure of companies South Korea 2024
Infrastructure used by companies for artificial intelligence (AI) computing in South Korea as of 2024
B2C revenue of artificial intelligence companies South Korea 2018-2024
Individual sales revenue of artificial intelligence (AI) companies in South Korea from 2018 to 2024 (in billion South Korean won)
Revenue of artificial intelligence system software companies South Korea 2018-2024
Sales revenue of artificial intelligence (AI) system software companies in South Korea from 2018 to 2024 (in billion South Korean won)
B2B revenue of artificial intelligence companies South Korea 2018-2024
Private sector sales revenue of artificial intelligence (AI) companies in South Korea from 2018 to 2024 (in billion South Korean won)
Revenue of artificial intelligence hardware companies South Korea 2018-2024
Sales revenue of artificial intelligence (AI) hardware companies in South Korea from 2018 to 2024 (in billion South Korean won)
Estimated revenue of artificial intelligence companies South Korea 2024, by customer
Estimated sales revenue of artificial intelligence (AI) companies in South Korea in 2024, by customer (in billion South Korean won)
Global Artificial Intelligence Index ranking of Israel 2024, by field
Global Artificial Intelligence (AI) Index ranking of Israel in 2024, by indicator group
Leading universities for artificial intelligence in Israel 2024, by active faculty
Leading academic institutes for artificial intelligence (AI) research in Israel as of November 2024, by number of publishing faculty members
Artificial Intelligence market size worldwide 2020-2023
Artificial intelligence (AI) market revenues worldwide in 2020 and forecasts from 2021 to 2023 (in billion U.S. dollars)
Global Artificial Intelligence index ranking of Egypt 2024, by field
Global Artificial Intelligence (AI) index ranking of Egypt in 2024, by indicator group
AI use by enterprises in Lithuania 2024, by technology
Artificial intelligence (AI) usage by enterprises in Lithuania in 2024, by technology
Perceived impact of AI technologies on retail in the U.S. 2024
Perceived impact of artificial intelligence technologies on the retail sector in the United States in 2024
Subsidies for artificial intelligence industry South Korea 2025, by area
Planned subsidies for the artificial intelligence (AI) industry in South Korea in 2025, by area (in billion South Korean won)
Artificial intelligence (AI) use cases in payments, according to professionals 2024
Use case of artificial intelligence (AI) and machine learning in the payments industry according to senior payment professionals worldwide in 2024
Share of retail customers interested in technology and AI KSA 2024, by use case
Share of grocery retail customers interested in technology and AI applications in Saudi Arabia in 2024, by use case
Companies using AI tech and services South Korea 2023, by industry
Usage of artificial intelligence (AI) technology and services among companies in South Korea in 2023, by industry
Areas where artificial intelligence is used in companies in Poland 2025
Areas where artificial intelligence is used in companies in Poland in 2025
Main worries and concerns of artificial intelligence (AI) globally 2025
Risks perceptions of artificial intelligence (AI) worldwide in 2025, by negative outcome
Training, knowledge, and efficacy of artificial intelligence (AI) globally 2025
Training, knowledge, and efficacy of artificial intelligence (AI) worldwide in 2025, by economic groups
Impact of artificial intelligence (AI) misinformation globally 2025
Artificial intelligence (AI) misinformation concerns and regulations worldwide in 2025
Generational gap in adoption and training of artificial intelligence (AI) 2025
Adoption and training of artificial intelligence (AI) worldwide in 2025, by age groups
Support and accountability for artificial intelligence (AI) governance 2025
Support and accountability for artificial intelligence (AI) governance in 2025, by economic groups
Need for artificial intelligence (AI) regulation globally 2025
Regulation of artificial intelligence (AI) worldwide in 2025, by economic groups
Benefits of artificial intelligence (AI) outweigh risks globally 2025
Benefits over risks views of artificial intelligence (AI) worldwide in 2025, by country
Trust levels of artificial intelligence (AI) globally 2025
Trust of artificial intelligence (AI) worldwide in 2025, by country
Trust gap of artificial intelligence (AI) globally 2025
Trust and acceptance gaps of artificial intelligence (AI) worldwide in 2025, by economic groups
Usage of Artificial Intelligence (AI) in companies in Italy 2022-2023, by use case
Artificial Intelligence (AI) usage in businesses in Italy in 2022 and 2023, by use case
Leading ways PRs used generative artificial intelligence (AI) in their workflow 2024
Leading ways public relations (PR) professionals used generative artificial intelligence (AI) in their workflow as of December 2024
Company R&D investments for AI South Korea 2018-2024
Company research and development (R&D) investments for artificial intelligence (AI) in South Korea from 2018 to 2024 (in billion South Korean won)
Data sources used by companies for training AI models South Korea 2024
Data sources used by companies for training artificial intelligence (AI) models in South Korea as of 2024
Mon - Fri, 9am - 6pm (EST)
Mon - Fri, 9am - 5pm (SGT)
Mon - Fri, 10:00am - 6:00pm (JST)
Mon - Fri, 9:30am - 5pm (GMT)
Mon - Fri, 9am - 6pm (EST)