BFSI Artificial Intelligence Industry Analysis, Market Size, Share, Trends, Growth and Forecast 2021 - 2029

This BFSI Artificial Intelligence Market Research Report is a comprehensive study of the global BFSI Artificial Intelligence market. It provides detailed information on the major players in the market, including their market share, product portfolio, and business strategy. The report also covers the competitive landscape of the BFSI Artificial Intelligence market and provides detailed profiles of the leading players. Key Market Players: Amazon Web Services, Inc. Microsoft Corp. Google LLC IBM Corp. Oracle Corp. Global BFSI Artificial Intelligence Маrkеt Ѕеgmеntаtіоn: Market Segment by Type, covers - Recommendation Engines - Chatbots - Predictive Analytics - Others Market Segment by Applications, can be divided into - Banking - Investment and Securities Management - Insurance The report provides a detailed segmentation of the BFSI Artificial Intelligence market, by geography, application, and end-use industry. It also provides an overview of the major trends and drivers impacting the market. Major geographies analyzed under this research report are: North America Europe Asia-Pacific Rest of the World The report covers the key drivers and restraints impacting the BFSI Artificial Intelligence market. It also provides an overview of the major trends and opportunities in the market.

Chapter 1 Global BFSI Artificial Intelligence Market Overview 1.1 Introduction 1.2 Taxonomy 1.2.1 By Product Type & End User 1.2.2 By Region 1.3 Drivers for BFSI Artificial Intelligence Market 1.4 Restraints for BFSI Artificial Intelligence Market 1.5 Opportunities for BFSI Artificial Intelligence Market 1.6 Trends for BFSI Artificial Intelligence Market 1.7 COVID-19 Impact Assessment on BFSI Artificial Intelligence Industry 1.8 Macro-economic Factors 1.9 Regulatory Framework 1.10 Pricing Analysis by Region, 2020 1.11 Opportunity Map Analysis 1.12 Opportunity Orbits 1.13 Market Investment Feasibility Index 1.14 PEST Analysis 1.15 PORTERS Five Force Analysis 1.16 Go to Market Strategy 1.17 Value Chain Analysis 1.18 Cost Structure Analysis 1.19 Regional Market Share and BPS Analysis Chapter 2 Global BFSI Artificial Intelligence Market Overview 2.1 Global BFSI Artificial Intelligence Market by Product Type 2.1.1 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2030) 2.1.2 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019 2.1.3 Global BFSI Artificial Intelligence Market Attractiveness Analysis by Product Type, (2013-2020) 2.2 Global BFSI Artificial Intelligence Market by End User 2.2.1 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2030) 2.2.2 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019 2.2.3 Global BFSI Artificial Intelligence Market Attractiveness Analysis by End User, (2013-2020) 2.3 Global BFSI Artificial Intelligence Market by Region 2.3.1 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2030) 2.3.2 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019 2.3.3 Global BFSI Artificial Intelligence Market Attractiveness Analysis by Region, (2013-2020) 2.4 Global BFSI Artificial Intelligence Market Outlook (2013-2030) 2.4.1 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2013-2020) 2.4.2 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2022-2030) 2.5 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Regions 2.5.1 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020) 2.5.2 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2022-2030) 2.6 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Product Type 2.6.1 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020) 2.6.2 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2022-2030) 2.7 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by End User 2.7.1 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020) 2.7.2 Global BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2022-2030) 2.8 Global BFSI Artificial Intelligence Market Y-o-Y Growth Rate Comparison (2014-2030) 2.8.1 Global BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Region 2.8.2 Global BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Product Type 2.8.3 Global BFSI Artificial Intelligence Market Y-o-Y Growth Rate by End User 2.9 Global BFSI Artificial Intelligence Market Share Comparison (2013-2030) 2.9.1 Global BFSI Artificial Intelligence Market Share by Region 2.9.2 Global BFSI Artificial Intelligence Market Share by Product Type 2.9.3 Global BFSI Artificial Intelligence Market Share by End User Chapter 3 North America BFSI Artificial Intelligence Market Overview 3.1 North America BFSI Artificial Intelligence Market by Product Type 3.1.1 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2030) 3.1.2 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019 3.1.3 North America BFSI Artificial Intelligence Market Attractiveness Analysis by Product Type, (2013-2020) 3.2 North America BFSI Artificial Intelligence Market by End User 3.2.1 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2030) 3.2.2 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019 3.2.3 North America BFSI Artificial Intelligence Market Attractiveness Analysis by End User, (2013-2020) 3.3 North America BFSI Artificial Intelligence Market by Region 3.3.1 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2030) 3.3.2 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019 3.3.3 North America BFSI Artificial Intelligence Market Attractiveness Analysis by Region, (2013-2020) 3.4 North America BFSI Artificial Intelligence Market Outlook (2013-2030) 3.4.1 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2013-2020) 3.4.2 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2022-2030) 3.5 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Regions 3.5.1 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020) 3.5.2 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2022-2030) 3.6 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Product Type 3.6.1 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020) 3.6.2 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2022-2030) 3.7 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by End User 3.7.1 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020) 3.7.2 North America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2022-2030) 3.8 North America BFSI Artificial Intelligence Market Y-o-Y Growth Rate Comparison (2014-2030) 3.8.1 North America BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Region 3.8.2 North America BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Product Type 3.8.3 North America BFSI Artificial Intelligence Market Y-o-Y Growth Rate by End User 3.9 North America BFSI Artificial Intelligence Market Share Comparison (2013-2030) 3.9.1 North America BFSI Artificial Intelligence Market Share by Region 3.9.2 North America BFSI Artificial Intelligence Market Share by Product Type 3.9.3 North America BFSI Artificial Intelligence Market Share by End User Chapter 4 Europe BFSI Artificial Intelligence Market Overview 4.1 Europe BFSI Artificial Intelligence Market by Product Type 4.1.1 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2030) 4.1.2 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019 4.1.3 Europe BFSI Artificial Intelligence Market Attractiveness Analysis by Product Type, (2013-2020) 4.2 Europe BFSI Artificial Intelligence Market by End User 4.2.1 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2030) 4.2.2 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019 4.2.3 Europe BFSI Artificial Intelligence Market Attractiveness Analysis by End User, (2013-2020) 4.3 Europe BFSI Artificial Intelligence Market by Region 4.3.1 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2030) 4.3.2 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019 4.3.3 Europe BFSI Artificial Intelligence Market Attractiveness Analysis by Region, (2013-2020) 4.4 Europe BFSI Artificial Intelligence Market Outlook (2013-2030) 4.4.1 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2013-2020) 4.4.2 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2022-2030) 4.5 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Regions 4.5.1 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020) 4.5.2 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2022-2030) 4.6 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Product Type 4.6.1 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020) 4.6.2 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2022-2030) 4.7 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by End User 4.7.1 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020) 4.7.2 Europe BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2022-2030) 4.8 Europe BFSI Artificial Intelligence Market Y-o-Y Growth Rate Comparison (2014-2030) 4.8.1 Europe BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Region 4.8.2 Europe BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Product Type 4.8.3 Europe BFSI Artificial Intelligence Market Y-o-Y Growth Rate by End User 4.9 Europe BFSI Artificial Intelligence Market Share Comparison (2013-2030) 4.9.1 Europe BFSI Artificial Intelligence Market Share by Region 4.9.2 Europe BFSI Artificial Intelligence Market Share by Product Type 4.9.3 Europe BFSI Artificial Intelligence Market Share by End User Chapter 5 Asia Pacific BFSI Artificial Intelligence Market Overview 5.1 Asia Pacific BFSI Artificial Intelligence Market by Product Type 5.1.1 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2030) 5.1.2 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019 5.1.3 Asia Pacific BFSI Artificial Intelligence Market Attractiveness Analysis by Product Type, (2013-2020) 5.2 Asia Pacific BFSI Artificial Intelligence Market by End User 5.2.1 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2030) 5.2.2 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019 5.2.3 Asia Pacific BFSI Artificial Intelligence Market Attractiveness Analysis by End User, (2013-2020) 5.3 Asia Pacific BFSI Artificial Intelligence Market by Region 5.3.1 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2030) 5.3.2 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019 5.3.3 Asia Pacific BFSI Artificial Intelligence Market Attractiveness Analysis by Region, (2013-2020) 5.4 Asia Pacific BFSI Artificial Intelligence Market Outlook (2013-2030) 5.4.1 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2013-2020) 5.4.2 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2022-2030) 5.5 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Regions 5.5.1 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020) 5.5.2 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2022-2030) 5.6 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Product Type 5.6.1 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020) 5.6.2 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2022-2030) 5.7 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by End User 5.7.1 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020) 5.7.2 Asia Pacific BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2022-2030) 5.8 Asia Pacific BFSI Artificial Intelligence Market Y-o-Y Growth Rate Comparison (2014-2030) 5.8.1 Asia Pacific BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Region 5.8.2 Asia Pacific BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Product Type 5.8.3 Asia Pacific BFSI Artificial Intelligence Market Y-o-Y Growth Rate by End User 5.9 Asia Pacific BFSI Artificial Intelligence Market Share Comparison (2013-2030) 5.9.1 Asia Pacific BFSI Artificial Intelligence Market Share by Region 5.9.2 Asia Pacific BFSI Artificial Intelligence Market Share by Product Type 5.9.3 Asia Pacific BFSI Artificial Intelligence Market Share by End User Chapter 6 South America BFSI Artificial Intelligence Market Overview 6.1 South America BFSI Artificial Intelligence Market by Product Type 6.1.1 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2030) 6.1.2 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019 6.1.3 South America BFSI Artificial Intelligence Market Attractiveness Analysis by Product Type, (2013-2020) 6.2 South America BFSI Artificial Intelligence Market by End User 6.2.1 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2030) 6.2.2 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019 6.2.3 South America BFSI Artificial Intelligence Market Attractiveness Analysis by End User, (2013-2020) 6.3 South America BFSI Artificial Intelligence Market by Region 6.3.1 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2030) 6.3.2 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019 6.3.3 South America BFSI Artificial Intelligence Market Attractiveness Analysis by Region, (2013-2020) 6.4 South America BFSI Artificial Intelligence Market Outlook (2013-2030) 6.4.1 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2013-2020) 6.4.2 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2022-2030) 6.5 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Regions 6.5.1 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020) 6.5.2 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2022-2030) 6.6 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Product Type 6.6.1 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020) 6.6.2 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2022-2030) 6.7 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by End User 6.7.1 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020) 6.7.2 South America BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2022-2030) 6.8 South America BFSI Artificial Intelligence Market Y-o-Y Growth Rate Comparison (2014-2030) 6.8.1 South America BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Region 6.8.2 South America BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Product Type 6.8.3 South America BFSI Artificial Intelligence Market Y-o-Y Growth Rate by End User 6.9 South America BFSI Artificial Intelligence Market Share Comparison 2013-2030 6.9.1 South America BFSI Artificial Intelligence Market Share by Region 6.9.2 South America BFSI Artificial Intelligence Market Share by Product Type 6.9.3 South America BFSI Artificial Intelligence Market Share by End User Chapter 7 MEA BFSI Artificial Intelligence Market Overview 7.1 MEA BFSI Artificial Intelligence Market by Product Type 7.1.1 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2030) 7.1.2 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019 7.1.3 MEA BFSI Artificial Intelligence Market Attractiveness Analysis by Product Type, (2013-2020) 7.2 MEA BFSI Artificial Intelligence Market by End User 7.2.1 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2030) 7.2.2 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019 7.2.3 MEA BFSI Artificial Intelligence Market Attractiveness Analysis by End User, (2013-2020) 7.3 MEA BFSI Artificial Intelligence Market by Region 7.3.1 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2030) 7.3.2 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019 7.3.3 MEA BFSI Artificial Intelligence Market Attractiveness Analysis by Region, (2013-2020) 7.4 MEA BFSI Artificial Intelligence Market Outlook (2013-2030) 7.4.1 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2013-2020) 7.4.2 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) (2022-2030) 7.5 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Regions 7.5.1 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020) 7.5.2 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Region (2022-2030) 7.6 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by Product Type 7.6.1 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020) 7.6.2 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2022-2030) 7.7 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) by End User 7.7.1 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020) 7.7.2 MEA BFSI Artificial Intelligence Market Value (US$ Mn) and Volume (Units) Comparison by End User (2022-2030) 7.8 MEA BFSI Artificial Intelligence Market Y-o-Y Growth Rate Comparison (2014-2030) 7.8.1 MEA BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Region 7.8.2 MEA BFSI Artificial Intelligence Market Y-o-Y Growth Rate by Product Type 7.8.3 MEA BFSI Artificial Intelligence Market Y-o-Y Growth Rate by End User 7.9 MEA BFSI Artificial Intelligence Market Share Comparison (2013-2030) 7.9.1 MEA BFSI Artificial Intelligence Market Share by Region 7.9.2 MEA BFSI Artificial Intelligence Market Share by Product Type 7.9.3 MEA BFSI Artificial Intelligence Market Share by End User Chapter 8 Global BFSI Artificial Intelligence Market Company Profiles 8.1 Market Competition Scenario Analysis, By Company 8.2 Competitor Landscape 8.3 Company Share Analysis 8.4 Company Profiles 8.4.1 Company 8.4.1.1 Company Overview 8.4.1.2 Business Description 8.4.1.3 Product Portfolio 8.4.1.4 Key Financials 8.4.1.5 Key Developments 8.4.1.6 SWOT Analysis Companies Included: Amazon Web Services, Inc. Microsoft Corp. Google LLC IBM Corp. Oracle Corp. Chapter 9 Methodology and Data Source 9.1 Research Approach/ Methodology 9.2 Market Size Estimation 9.3 Market Breakdown and Data Triangulation 9.4 Data Source 9.4.1 Secondary Sources 9.4.2 Primary Sources
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