AI in Banking Market Size, Share, Growth, Analysis, Trends and Forecast 2023 – 2030
2023-09-01
913
155
Summary
AI in Banking Market Size
AI in Banking Market Size, Share, Growth, Analysis, Trends and Forecast 2023 – 2030
AI in Banking Market Size
Market Overview:
A recent market research study has valued the global AI in Banking Market at approximately USD 14.2 billion in 2022, and it is projected to grow to USD XX.XX billion in 2023 and USD 72.1 billion by 2030, at a compound annual growth rate (CAGR) of 23% over the forecast period of 2023-2030.
Market Overview:
A recent market research study has valued the global AI in Banking Market at approximately USD 14.2 billion in 2022, and it is projected to grow to USD XX.XX billion in 2023 and USD 72.1 billion by 2030, at a compound annual growth rate (CAGR) of 23% over the forecast period of 2023-2030.
AI is transforming the banking industry by automating tasks, improving decision-making, and delivering personalized customer experiences. Banks that invest in AI will be well-positioned to compete in the future.
The key players in the global AI in Banking Market include
- Blue Frog Robotics
- Bsh Hausgerate
- Fanuc
- Hanson Robotics
- Harman International Industries
- IBM
- Intel
- Cisco Systems
- ABB
These companies are developing and deploying AI-powered solutions for banks of all sizes.
Some Specific Highlights from The Market Research Report
AI in Banking Market | |||
Base Year | 2022 | Forecast Period | 2023-2030 |
Historical Data | 2016-2021 | Market Size in 2022 | USD 14.2 Billion |
CAGR during Forecast Period | 23 % | Market Size in 2030 | USD 72.1 Billion |
Segmentation | By Type |
| |
By Application |
| ||
By Region |
| ||
Market Drivers |
| ||
Opportunities |
| ||
Key Players | Blue Frog Robotics, Bsh Hausgerate, Fanuc, Hanson Robotics, Harman International Industries, IBM, Intel, Cisco Systems, ABB | ||
We also offer custom research according to specific requirements. | |||
AI in Banking Market is segmented by type, application, and region.
By types, the market is segmented into
- Hardware
- Software
- Services
The hardware segment is expected to account for the largest share of the market during the forecast period. This is due to the increasing demand for AI-powered hardware solutions such as chatbots and robotic process automation (RPA) bots
Global AI in Banking Market Share by Type (2023-2030)
By applications, the market is segmented into
- Analytics
- Chatbots
- Robotic process automation (RPA)
The analytics segment is expected to account for the largest share of the market during the forecast period. This is due to the increasing adoption of AI-powered analytics solutions by banks to improve customer experience, detect fraud, and manage risk
Global AI in Banking Market Size by Application (2023-2030)
Regional Analysis of AI in Banking Market:
Regional analysis is an essential component of any market research report. It provides insights into the different regional markets, including their size, growth rate, and key trends. This information can be used by businesses to develop and implement effective marketing strategies.
This report provides a comprehensive regional analysis of the global AI in Banking Market. It includes a detailed country-wise volume analysis and region-wise market size analysis, as well as a forecast for the period
The key regions covered in the report are:
- North America
- Europe
- Asia Pacific
- Latin America
- Middle East and Africa
The global AI in banking market is segmented by region into North America, East Asia, Europe, South Asia, Southeast Asia, Middle East, Africa, Oceania, and South America. North America is expected to account for the largest share of the market during the forecast period. This is due to the early adoption of AI technologies by banks in the region.
Moreover, the report includes significant chapters such as Patent Analysis, Regulatory Framework, Technology Roadmap, BCG Matrix, Heat Map Analysis, Price Trend Analysis, and Investment Analysis.
The report summarizes all the information collected and serves the customers requirements. However, these market analyses help in understanding market growth at both global and regional levels. For Market Data Analysis, we have market panorama tools such as Market Dynamics, Competitor Analysis, PESTEL Analysis, SWOT Analysis, Porter Five Forces Analysis, Value Chain Analysis, Technology Roadmap and Evolution, Regulatory Framework, Price Trend Analysis, Patent Analysis, Covid-19 Impact Analysis, Russia-Ukraine War Impact and others.
What will this report teach you?
- Gain a comprehensive overview of the AI in Banking Market industry.
- Understand the factors driving and restraining market growth.
- Get insights into past and future earnings of the market segments globally.
- See a regional-level examination of the market and its current size and prospects.
- Learn about the key product types and research methodologies used in the market.
- Get profiles of key players in the market, including their strengths and competitive structure.
- Track the latest competitive advancements in the global AI in Banking Market.
Why should you invest in this report?
- Make informed business decisions based on insightful analyses of the market and a comprehensive understanding of the global market and its commercial landscape.
- Identify and mitigate production risks by assessing the production processes, major issues, and solutions.
- Understand the most affecting driving and restraining forces in the market and their impact on the global market.
- Learn about the market strategies that are being adopted by leading organizations.
- Make informed decisions about the future of your business by understanding the future outlook and prospects for the market.
The report is a valuable source of information for companies and individuals interested in the market and provides an in-depth knowledge of the market. The table of contents includes chapters on industry overview, global competition, production market analysis, sales, consumption, export, import by regions, market analysis by region, company profiles, market forecast, and conclusions
Introduction
Report Attribute Kitchen Basket Market |
Details |
|---|---|
Market Size in 2020 |
$3.88 billion |
Projected Market Size in 2030 |
$64.03 billion |
CAGR Growth Rate |
CAGR of 32% |
Base Year |
2020 |
Forecast Years |
2021-2030 |
Key Market Players |
Blue Frog Robotics, Bsh Hausgerate, Fanuc, Hanson Robotics, Harman International Industries, IBM, Intel, Cisco Systems, ABB. |
Key Segment |
By Application, By Type, and By Region |
Major Regions Covered |
North America, Europe, Asia Pacific, Latin America, and the Middle East &, Africa |
1.1 Definition
1.2 Assumptions
1.3 Research Scope
1.4 Market Analysis by Regions
1.4.1 North America Market States and Outlook (2023-2030)
1.4.2 East Asia Market States and Outlook (2023-2030)
1.4.3 Europe Market States and Outlook (2023-2030)
1.4.4 South Asia Market States and Outlook (2023-2030)
1.4.5 Southeast Asia Market States and Outlook (2023-2030)
1.4.6 Middle East Market States and Outlook (2023-2030)
1.4.7 Africa Market States and Outlook (2023-2030)
1.4.8 Oceania Market States and Outlook (2023-2030)
1.4.9 South America Market States and Outlook (2023-2030)
1.5 Global AI in Banking Market Size Analysis from 2023 to 2030
1.5.1 Global AI in Banking Market Size Analysis from 2023 to 2030 by Consumption Volume
1.5.2 Global AI in Banking Market Size Analysis from 2023 to 2030 by Value
1.5.3 Global AI in Banking Price Trends Analysis from 2023 to 2030
1.6 COVID-19 Outbreak: AI in Banking Industry Impact
Chapter 2 Global AI in Banking Competition by Types, Applications, and Top Regions and Countries
2.1 Global AI in Banking (Volume and Value) by Type
2.1.1 Global AI in Banking Consumption and Market Share by Type (2017-2022)
2.1.2 Global AI in Banking Revenue and Market Share by Type (2017-2022)
2.2 Global AI in Banking (Volume and Value) by Application
2.2.1 Global AI in Banking Consumption and Market Share by Application (2017-2022)
2.2.2 Global AI in Banking Revenue and Market Share by Application (2017-2022)
2.3 Global AI in Banking (Volume and Value) by Regions
2.3.1 Global AI in Banking Consumption and Market Share by Regions (2017-2022)
2.3.2 Global AI in Banking Revenue and Market Share by Regions (2017-2022)
Chapter 3 Production Market Analysis
3.1 Global Production Market Analysis
3.1.1 2017-2022 Global Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin Analysis
3.1.2 2017-2022 Major Manufacturers Performance and Market Share
3.2 Regional Production Market Analysis
3.2.1 2017-2022 Regional Market Performance and Market Share
3.2.2 North America Market
3.2.3 East Asia Market
3.2.4 Europe Market
3.2.5 South Asia Market
3.2.6 Southeast Asia Market
3.2.7 Middle East Market
3.2.8 Africa Market
3.2.9 Oceania Market
3.2.10 South America Market
3.2.11 Rest of the World Market
Chapter 4 Global AI in Banking Sales, Consumption, Export, Import by Regions (2017-2022)
4.1 Global AI in Banking Consumption by Regions (2017-2022)
4.2 North America AI in Banking Sales, Consumption, Export, Import (2017-2022)
4.3 East Asia AI in Banking Sales, Consumption, Export, Import (2017-2022)
4.4 Europe AI in Banking Sales, Consumption, Export, Import (2017-2022)
4.5 South Asia AI in Banking Sales, Consumption, Export, Import (2017-2022)
4.6 Southeast Asia AI in Banking Sales, Consumption, Export, Import (2017-2022)
4.7 Middle East AI in Banking Sales, Consumption, Export, Import (2017-2022)
4.8 Africa AI in Banking Sales, Consumption, Export, Import (2017-2022)
4.9 Oceania AI in Banking Sales, Consumption, Export, Import (2017-2022)
4.10 South America AI in Banking Sales, Consumption, Export, Import (2017-2022)
Chapter 5 North America AI in Banking Market Analysis
5.1 North America AI in Banking Consumption and Value Analysis
5.1.1 North America AI in Banking Market Under COVID-19
5.2 North America AI in Banking Consumption Volume by Types
5.3 North America AI in Banking Consumption Structure by Application
5.4 North America AI in Banking Consumption by Top Countries
5.4.1 United States AI in Banking Consumption Volume from 2017 to 2022
5.4.2 Canada AI in Banking Consumption Volume from 2017 to 2022
5.4.3 Mexico AI in Banking Consumption Volume from 2017 to 2022
Chapter 6 East Asia AI in Banking Market Analysis
6.1 East Asia AI in Banking Consumption and Value Analysis
6.1.1 East Asia AI in Banking Market Under COVID-19
6.2 East Asia AI in Banking Consumption Volume by Types
6.3 East Asia AI in Banking Consumption Structure by Application
6.4 East Asia AI in Banking Consumption by Top Countries
6.4.1 China AI in Banking Consumption Volume from 2017 to 2022
6.4.2 Japan AI in Banking Consumption Volume from 2017 to 2022
6.4.3 South Korea AI in Banking Consumption Volume from 2017 to 2022
Chapter 7 Europe AI in Banking Market Analysis
7.1 Europe AI in Banking Consumption and Value Analysis
7.1.1 Europe AI in Banking Market Under COVID-19
7.2 Europe AI in Banking Consumption Volume by Types
7.3 Europe AI in Banking Consumption Structure by Application
7.4 Europe AI in Banking Consumption by Top Countries
7.4.1 Germany AI in Banking Consumption Volume from 2017 to 2022
7.4.2 UK AI in Banking Consumption Volume from 2017 to 2022
7.4.3 France AI in Banking Consumption Volume from 2017 to 2022
7.4.4 Italy AI in Banking Consumption Volume from 2017 to 2022
7.4.5 Russia AI in Banking Consumption Volume from 2017 to 2022
7.4.6 Spain AI in Banking Consumption Volume from 2017 to 2022
7.4.7 Netherlands AI in Banking Consumption Volume from 2017 to 2022
7.4.8 Switzerland AI in Banking Consumption Volume from 2017 to 2022
7.4.9 Poland AI in Banking Consumption Volume from 2017 to 2022
Chapter 8 South Asia AI in Banking Market Analysis
8.1 South Asia AI in Banking Consumption and Value Analysis
8.1.1 South Asia AI in Banking Market Under COVID-19
8.2 South Asia AI in Banking Consumption Volume by Types
8.3 South Asia AI in Banking Consumption Structure by Application
8.4 South Asia AI in Banking Consumption by Top Countries
8.4.1 India AI in Banking Consumption Volume from 2017 to 2022
8.4.2 Pakistan AI in Banking Consumption Volume from 2017 to 2022
8.4.3 Bangladesh AI in Banking Consumption Volume from 2017 to 2022
Chapter 9 Southeast Asia AI in Banking Market Analysis
9.1 Southeast Asia AI in Banking Consumption and Value Analysis
9.1.1 Southeast Asia AI in Banking Market Under COVID-19
9.2 Southeast Asia AI in Banking Consumption Volume by Types
9.3 Southeast Asia AI in Banking Consumption Structure by Application
9.4 Southeast Asia AI in Banking Consumption by Top Countries
9.4.1 Indonesia AI in Banking Consumption Volume from 2017 to 2022
9.4.2 Thailand AI in Banking Consumption Volume from 2017 to 2022
9.4.3 Singapore AI in Banking Consumption Volume from 2017 to 2022
9.4.4 Malaysia AI in Banking Consumption Volume from 2017 to 2022
9.4.5 Philippines AI in Banking Consumption Volume from 2017 to 2022
9.4.6 Vietnam AI in Banking Consumption Volume from 2017 to 2022
9.4.7 Myanmar AI in Banking Consumption Volume from 2017 to 2022
Chapter 10 Middle East AI in Banking Market Analysis
10.1 Middle East AI in Banking Consumption and Value Analysis
10.1.1 Middle East AI in Banking Market Under COVID-19
10.2 Middle East AI in Banking Consumption Volume by Types
10.3 Middle East AI in Banking Consumption Structure by Application
10.4 Middle East AI in Banking Consumption by Top Countries
10.4.1 Turkey AI in Banking Consumption Volume from 2017 to 2022
10.4.2 Saudi Arabia AI in Banking Consumption Volume from 2017 to 2022
10.4.3 Iran AI in Banking Consumption Volume from 2017 to 2022
10.4.4 United Arab Emirates AI in Banking Consumption Volume from 2017 to 2022
10.4.5 Israel AI in Banking Consumption Volume from 2017 to 2022
10.4.6 Iraq AI in Banking Consumption Volume from 2017 to 2022
10.4.7 Qatar AI in Banking Consumption Volume from 2017 to 2022
10.4.8 Kuwait AI in Banking Consumption Volume from 2017 to 2022
10.4.9 Oman AI in Banking Consumption Volume from 2017 to 2022
Chapter 11 Africa AI in Banking Market Analysis
11.1 Africa AI in Banking Consumption and Value Analysis
11.1.1 Africa AI in Banking Market Under COVID-19
11.2 Africa AI in Banking Consumption Volume by Types
11.3 Africa AI in Banking Consumption Structure by Application
11.4 Africa AI in Banking Consumption by Top Countries
11.4.1 Nigeria AI in Banking Consumption Volume from 2017 to 2022
11.4.2 South Africa AI in Banking Consumption Volume from 2017 to 2022
11.4.3 Egypt AI in Banking Consumption Volume from 2017 to 2022
11.4.4 Algeria AI in Banking Consumption Volume from 2017 to 2022
11.4.5 Morocco AI in Banking Consumption Volume from 2017 to 2022
Chapter 12 Oceania AI in Banking Market Analysis
12.1 Oceania AI in Banking Consumption and Value Analysis
12.2 Oceania AI in Banking Consumption Volume by Types
12.3 Oceania AI in Banking Consumption Structure by Application
12.4 Oceania AI in Banking Consumption by Top Countries
12.4.1 Australia AI in Banking Consumption Volume from 2017 to 2022
12.4.2 New Zealand AI in Banking Consumption Volume from 2017 to 2022
Chapter 13 South America AI in Banking Market Analysis
13.1 South America AI in Banking Consumption and Value Analysis
13.1.1 South America AI in Banking Market Under COVID-19
13.2 South America AI in Banking Consumption Volume by Types
13.3 South America AI in Banking Consumption Structure by Application
13.4 South America AI in Banking Consumption Volume by Major Countries
13.4.1 Brazil AI in Banking Consumption Volume from 2017 to 2022
13.4.2 Argentina AI in Banking Consumption Volume from 2017 to 2022
13.4.3 Columbia AI in Banking Consumption Volume from 2017 to 2022
13.4.4 Chile AI in Banking Consumption Volume from 2017 to 2022
13.4.5 Venezuela AI in Banking Consumption Volume from 2017 to 2022
13.4.6 Peru AI in Banking Consumption Volume from 2017 to 2022
13.4.7 Puerto Rico AI in Banking Consumption Volume from 2017 to 2022
13.4.8 Ecuador AI in Banking Consumption Volume from 2017 to 2022
Chapter 14 Company Profiles and Key Figures in AI in Banking Business
14.1 Blue Frog Robotics
14.1.1 Blue Frog Robotics Company Profile
14.1.2 Blue Frog Robotics AI in Banking Product Specification
14.1.3 Blue Frog Robotics AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
14.2 Bsh Hausgerate
14.2.1 Bsh Hausgerate Company Profile
14.2.2 Bsh Hausgerate AI in Banking Product Specification
14.2.3 Bsh Hausgerate AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
14.3 Fanuc
14.3.1 Fanuc Company Profile
14.3.2 Fanuc AI in Banking Product Specification
14.3.3 Fanuc AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
14.4 Hanson Robotics
14.4.1 Hanson Robotics Company Profile
14.4.2 Hanson Robotics AI in Banking Product Specification
14.4.3 Hanson Robotics AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
14.5 Harman International Industries
14.5.1 Harman International Industries Company Profile
14.5.2 Harman International Industries AI in Banking Product Specification
14.5.3 Harman International Industries AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
14.6 IBM
14.6.1 IBM Company Profile
14.6.2 IBM AI in Banking Product Specification
14.6.3 IBM AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
14.7 Intel
14.7.1 Intel Company Profile
14.7.2 Intel AI in Banking Product Specification
14.7.3 Intel AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
14.8 Cisco Systems
14.8.1 Cisco Systems Company Profile
14.8.2 Cisco Systems AI in Banking Product Specification
14.8.3 Cisco Systems AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
14.9 ABB
14.9.1 ABB Company Profile
14.9.2 ABB AI in Banking Product Specification
14.9.3 ABB AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
Chapter 15 Global AI in Banking Market Forecast (2023-2030)
15.1 Global AI in Banking Consumption Volume, Revenue and Price Forecast (2023-2030)
15.1.1 Global AI in Banking Consumption Volume and Growth Rate Forecast (2023-2030)
15.1.2 Global AI in Banking Value and Growth Rate Forecast (2023-2030)
15.2 Global AI in Banking Consumption Volume, Value and Growth Rate Forecast by Region (2023-2030)
15.2.1 Global AI in Banking Consumption Volume and Growth Rate Forecast by Regions (2023-2030)
15.2.2 Global AI in Banking Value and Growth Rate Forecast by Regions (2023-2030)
15.2.3 North America AI in Banking Consumption Volume, Revenue and Growth Rate Forecast (2023-2030)
15.2.4 East Asia AI in Banking Consumption Volume, Revenue and Growth Rate Forecast (2023-2030)
15.2.5 Europe AI in Banking Consumption Volume, Revenue and Growth Rate Forecast (2023-2030)
15.2.6 South Asia AI in Banking Consumption Volume, Revenue and Growth Rate Forecast (2023-2030)
15.2.7 Southeast Asia AI in Banking Consumption Volume, Revenue and Growth Rate Forecast (2023-2030)
15.2.8 Middle East AI in Banking Consumption Volume, Revenue and Growth Rate Forecast (2023-2030)
15.2.9 Africa AI in Banking Consumption Volume, Revenue and Growth Rate Forecast (2023-2030)
15.2.10 Oceania AI in Banking Consumption Volume, Revenue and Growth Rate Forecast (2023-2030)
15.2.11 South America AI in Banking Consumption Volume, Revenue and Growth Rate Forecast (2023-2030)
15.3 Global AI in Banking Consumption Volume, Revenue and Price Forecast by Type (2023-2030)
15.3.1 Global AI in Banking Consumption Forecast by Type (2023-2030)
15.3.2 Global AI in Banking Revenue Forecast by Type (2023-2030)
15.3.3 Global AI in Banking Price Forecast by Type (2023-2030)
15.4 Global AI in Banking Consumption Volume Forecast by Application (2023-2030)
15.5 AI in Banking Market Forecast Under COVID-19
Chapter 16 Conclusions
Research Methodology
Figure Product Picture
Figure North America AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure United States AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Canada AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Mexico AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure East Asia AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure China AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Japan AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure South Korea AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Europe AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Germany AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure UK AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure France AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Italy AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Russia AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Spain AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Netherlands AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Switzerland AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Poland AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure South Asia AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure India AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Pakistan AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Bangladesh AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Southeast Asia AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Indonesia AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Thailand AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Singapore AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Malaysia AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Philippines AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Vietnam AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Myanmar AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Middle East AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Turkey AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Saudi Arabia AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Iran AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure United Arab Emirates AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Israel AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Iraq AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Qatar AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Kuwait AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Oman AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Africa AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Nigeria AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure South Africa AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Egypt AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Algeria AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Algeria AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Oceania AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Australia AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure New Zealand AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure South America AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Brazil AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Argentina AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Columbia AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Chile AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Venezuela AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Peru AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Puerto Rico AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Ecuador AI in Banking Revenue ($) and Growth Rate (2023-2030)
Figure Global AI in Banking Market Size Analysis from 2023 to 2030 by Consumption Volume
Figure Global AI in Banking Market Size Analysis from 2023 to 2030 by Value
Table Global AI in Banking Price Trends Analysis from 2023 to 2030
Table Global AI in Banking Consumption and Market Share by Type (2017-2022)
Table Global AI in Banking Revenue and Market Share by Type (2017-2022)
Table Global AI in Banking Consumption and Market Share by Application (2017-2022)
Table Global AI in Banking Revenue and Market Share by Application (2017-2022)
Table Global AI in Banking Consumption and Market Share by Regions (2017-2022)
Table Global AI in Banking Revenue and Market Share by Regions (2017-2022)
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Major Manufacturers Capacity and Total Capacity
Table 2017-2022 Major Manufacturers Capacity Market Share
Table 2017-2022 Major Manufacturers Production and Total Production
Table 2017-2022 Major Manufacturers Production Market Share
Table 2017-2022 Major Manufacturers Revenue and Total Revenue
Table 2017-2022 Major Manufacturers Revenue Market Share
Table 2017-2022 Regional Market Capacity and Market Share
Table 2017-2022 Regional Market Production and Market Share
Table 2017-2022 Regional Market Revenue and Market Share
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table 2017-2022 Capacity, Production, Capacity Utilization Rate, Ex-Factory Price, Revenue, Cost, Gross and Gross Margin
Figure 2017-2022 Capacity, Production and Growth Rate
Figure 2017-2022 Revenue, Gross Margin and Growth Rate
Table Global AI in Banking Consumption by Regions (2017-2022)
Figure Global AI in Banking Consumption Share by Regions (2017-2022)
Table North America AI in Banking Sales, Consumption, Export, Import (2017-2022)
Table East Asia AI in Banking Sales, Consumption, Export, Import (2017-2022)
Table Europe AI in Banking Sales, Consumption, Export, Import (2017-2022)
Table South Asia AI in Banking Sales, Consumption, Export, Import (2017-2022)
Table Southeast Asia AI in Banking Sales, Consumption, Export, Import (2017-2022)
Table Middle East AI in Banking Sales, Consumption, Export, Import (2017-2022)
Table Africa AI in Banking Sales, Consumption, Export, Import (2017-2022)
Table Oceania AI in Banking Sales, Consumption, Export, Import (2017-2022)
Table South America AI in Banking Sales, Consumption, Export, Import (2017-2022)
Figure North America AI in Banking Consumption and Growth Rate (2017-2022)
Figure North America AI in Banking Revenue and Growth Rate (2017-2022)
Table North America AI in Banking Sales Price Analysis (2017-2022)
Table North America AI in Banking Consumption Volume by Types
Table North America AI in Banking Consumption Structure by Application
Table North America AI in Banking Consumption by Top Countries
Figure United States AI in Banking Consumption Volume from 2017 to 2022
Figure Canada AI in Banking Consumption Volume from 2017 to 2022
Figure Mexico AI in Banking Consumption Volume from 2017 to 2022
Figure East Asia AI in Banking Consumption and Growth Rate (2017-2022)
Figure East Asia AI in Banking Revenue and Growth Rate (2017-2022)
Table East Asia AI in Banking Sales Price Analysis (2017-2022)
Table East Asia AI in Banking Consumption Volume by Types
Table East Asia AI in Banking Consumption Structure by Application
Table East Asia AI in Banking Consumption by Top Countries
Figure China AI in Banking Consumption Volume from 2017 to 2022
Figure Japan AI in Banking Consumption Volume from 2017 to 2022
Figure South Korea AI in Banking Consumption Volume from 2017 to 2022
Figure Europe AI in Banking Consumption and Growth Rate (2017-2022)
Figure Europe AI in Banking Revenue and Growth Rate (2017-2022)
Table Europe AI in Banking Sales Price Analysis (2017-2022)
Table Europe AI in Banking Consumption Volume by Types
Table Europe AI in Banking Consumption Structure by Application
Table Europe AI in Banking Consumption by Top Countries
Figure Germany AI in Banking Consumption Volume from 2017 to 2022
Figure UK AI in Banking Consumption Volume from 2017 to 2022
Figure France AI in Banking Consumption Volume from 2017 to 2022
Figure Italy AI in Banking Consumption Volume from 2017 to 2022
Figure Russia AI in Banking Consumption Volume from 2017 to 2022
Figure Spain AI in Banking Consumption Volume from 2017 to 2022
Figure Netherlands AI in Banking Consumption Volume from 2017 to 2022
Figure Switzerland AI in Banking Consumption Volume from 2017 to 2022
Figure Poland AI in Banking Consumption Volume from 2017 to 2022
Figure South Asia AI in Banking Consumption and Growth Rate (2017-2022)
Figure South Asia AI in Banking Revenue and Growth Rate (2017-2022)
Table South Asia AI in Banking Sales Price Analysis (2017-2022)
Table South Asia AI in Banking Consumption Volume by Types
Table South Asia AI in Banking Consumption Structure by Application
Table South Asia AI in Banking Consumption by Top Countries
Figure India AI in Banking Consumption Volume from 2017 to 2022
Figure Pakistan AI in Banking Consumption Volume from 2017 to 2022
Figure Bangladesh AI in Banking Consumption Volume from 2017 to 2022
Figure Southeast Asia AI in Banking Consumption and Growth Rate (2017-2022)
Figure Southeast Asia AI in Banking Revenue and Growth Rate (2017-2022)
Table Southeast Asia AI in Banking Sales Price Analysis (2017-2022)
Table Southeast Asia AI in Banking Consumption Volume by Types
Table Southeast Asia AI in Banking Consumption Structure by Application
Table Southeast Asia AI in Banking Consumption by Top Countries
Figure Indonesia AI in Banking Consumption Volume from 2017 to 2022
Figure Thailand AI in Banking Consumption Volume from 2017 to 2022
Figure Singapore AI in Banking Consumption Volume from 2017 to 2022
Figure Malaysia AI in Banking Consumption Volume from 2017 to 2022
Figure Philippines AI in Banking Consumption Volume from 2017 to 2022
Figure Vietnam AI in Banking Consumption Volume from 2017 to 2022
Figure Myanmar AI in Banking Consumption Volume from 2017 to 2022
Figure Middle East AI in Banking Consumption and Growth Rate (2017-2022)
Figure Middle East AI in Banking Revenue and Growth Rate (2017-2022)
Table Middle East AI in Banking Sales Price Analysis (2017-2022)
Table Middle East AI in Banking Consumption Volume by Types
Table Middle East AI in Banking Consumption Structure by Application
Table Middle East AI in Banking Consumption by Top Countries
Figure Turkey AI in Banking Consumption Volume from 2017 to 2022
Figure Saudi Arabia AI in Banking Consumption Volume from 2017 to 2022
Figure Iran AI in Banking Consumption Volume from 2017 to 2022
Figure United Arab Emirates AI in Banking Consumption Volume from 2017 to 2022
Figure Israel AI in Banking Consumption Volume from 2017 to 2022
Figure Iraq AI in Banking Consumption Volume from 2017 to 2022
Figure Qatar AI in Banking Consumption Volume from 2017 to 2022
Figure Kuwait AI in Banking Consumption Volume from 2017 to 2022
Figure Oman AI in Banking Consumption Volume from 2017 to 2022
Figure Africa AI in Banking Consumption and Growth Rate (2017-2022)
Figure Africa AI in Banking Revenue and Growth Rate (2017-2022)
Table Africa AI in Banking Sales Price Analysis (2017-2022)
Table Africa AI in Banking Consumption Volume by Types
Table Africa AI in Banking Consumption Structure by Application
Table Africa AI in Banking Consumption by Top Countries
Figure Nigeria AI in Banking Consumption Volume from 2017 to 2022
Figure South Africa AI in Banking Consumption Volume from 2017 to 2022
Figure Egypt AI in Banking Consumption Volume from 2017 to 2022
Figure Algeria AI in Banking Consumption Volume from 2017 to 2022
Figure Algeria AI in Banking Consumption Volume from 2017 to 2022
Figure Oceania AI in Banking Consumption and Growth Rate (2017-2022)
Figure Oceania AI in Banking Revenue and Growth Rate (2017-2022)
Table Oceania AI in Banking Sales Price Analysis (2017-2022)
Table Oceania AI in Banking Consumption Volume by Types
Table Oceania AI in Banking Consumption Structure by Application
Table Oceania AI in Banking Consumption by Top Countries
Figure Australia AI in Banking Consumption Volume from 2017 to 2022
Figure New Zealand AI in Banking Consumption Volume from 2017 to 2022
Figure South America AI in Banking Consumption and Growth Rate (2017-2022)
Figure South America AI in Banking Revenue and Growth Rate (2017-2022)
Table South America AI in Banking Sales Price Analysis (2017-2022)
Table South America AI in Banking Consumption Volume by Types
Table South America AI in Banking Consumption Structure by Application
Table South America AI in Banking Consumption Volume by Major Countries
Figure Brazil AI in Banking Consumption Volume from 2017 to 2022
Figure Argentina AI in Banking Consumption Volume from 2017 to 2022
Figure Columbia AI in Banking Consumption Volume from 2017 to 2022
Figure Chile AI in Banking Consumption Volume from 2017 to 2022
Figure Venezuela AI in Banking Consumption Volume from 2017 to 2022
Figure Peru AI in Banking Consumption Volume from 2017 to 2022
Figure Puerto Rico AI in Banking Consumption Volume from 2017 to 2022
Figure Ecuador AI in Banking Consumption Volume from 2017 to 2022
Blue Frog Robotics AI in Banking Product Specification
Blue Frog Robotics AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
Bsh Hausgerate AI in Banking Product Specification
Bsh Hausgerate AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
Fanuc AI in Banking Product Specification
Fanuc AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
Hanson Robotics AI in Banking Product Specification
Table Hanson Robotics AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
Harman International Industries AI in Banking Product Specification
Harman International Industries AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
IBM AI in Banking Product Specification
IBM AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
Intel AI in Banking Product Specification
Intel AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
Cisco Systems AI in Banking Product Specification
Cisco Systems AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
ABB AI in Banking Product Specification
ABB AI in Banking Production Capacity, Revenue, Price and Gross Margin (2017-2022)
Figure Global AI in Banking Consumption Volume and Growth Rate Forecast (2023-2030)
Figure Global AI in Banking Value and Growth Rate Forecast (2023-2030)
Table Global AI in Banking Consumption Volume Forecast by Regions (2023-2030)
Table Global AI in Banking Value Forecast by Regions (2023-2030)
Figure North America AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure North America AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure United States AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure United States AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Canada AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Canada AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Mexico AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Mexico AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure East Asia AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure East Asia AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure China AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure China AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Japan AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Japan AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure South Korea AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure South Korea AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Europe AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Europe AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Germany AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Germany AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure UK AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure UK AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure France AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure France AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Italy AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Italy AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Russia AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Russia AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Spain AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Spain AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Netherlands AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Netherlands AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Swizerland AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Swizerland AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Poland AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Poland AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure South Asia AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure South Asia a AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure India AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure India AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Pakistan AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Pakistan AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Bangladesh AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Bangladesh AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Southeast Asia AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Southeast Asia AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Indonesia AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Indonesia AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Thailand AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Thailand AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Singapore AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Singapore AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Malaysia AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Malaysia AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Philippines AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Philippines AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Vietnam AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Vietnam AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Myanmar AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Myanmar AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Middle East AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Middle East AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Turkey AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Turkey AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Saudi Arabia AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Saudi Arabia AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Iran AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Iran AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure United Arab Emirates AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure United Arab Emirates AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Israel AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Israel AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Iraq AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Iraq AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Qatar AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Qatar AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Kuwait AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Kuwait AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Oman AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Oman AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Africa AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Africa AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Nigeria AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Nigeria AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure South Africa AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure South Africa AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Egypt AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Egypt AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Algeria AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Algeria AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Morocco AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Morocco AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Oceania AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Oceania AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Australia AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Australia AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure New Zealand AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure New Zealand AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure South America AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure South America AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Brazil AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Brazil AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Argentina AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Argentina AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Columbia AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Columbia AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Chile AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Chile AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Venezuela AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Venezuela AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Peru AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Peru AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Puerto Rico AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Puerto Rico AI in Banking Value and Growth Rate Forecast (2023-2030)
Figure Ecuador AI in Banking Consumption and Growth Rate Forecast (2023-2030)
Figure Ecuador AI in Banking Value and Growth Rate Forecast (2023-2030)
Table Global AI in Banking Consumption Forecast by Type (2023-2030)
Table Global AI in Banking Revenue Forecast by Type (2023-2030)
Figure Global AI in Banking Price Forecast by Type (2023-2030)
Table Global AI in Banking Consumption Volume Forecast by Application (2023-2030)
