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経理の人工知能(AI)市場:採用モード毎、技術毎、企業規模毎、用途毎(自動簿記、詐欺・リスク管理、請求書分類・承認)、地域毎 - 2024年までの世界市場予測

Artificial Intelligence in Accounting Market by Component, Deployment Mode, Technology, Enterprise Size, Application (Automated Bookkeeping, Fraud and Risk Management, and Invoice Classification and Approvals), and Region - Global Forecast to 2024

 

出版社 出版年月電子版価格 ページ数図表数
MarketsandMarkets
マーケッツアンドマーケッツ
2019年7月US$5,650
シングルユーザライセンス
147 91

サマリー

幅広い市場に関する調査レポートを出版しているマーケッツアンドマーケッツ(MarketsandMarkets)の経理の人工知能(AI)市場に関する調査レポートです。

Growing need to automate mundane accounting tasks and support data-based advisory and decision making is expected to drive the overall growth of AI in accounting market

The Artificial Intelligence (AI) in accounting market size is expected to grow from USD 666 million in 2019 to USD 4,791 million by 2024, at a Compound Annual Growth Rate (CAGR) of 48.4% during the forecast period. The AI in accounting is driven by various factors, such as the growing need to automate accounting processes and support enhanced data-based advisory and decision making.

However, growing concerns over high criticality of data volume and quality, and investment related issues with integration of AI in accounting can hinder the growth of the market.

Services segment to grow at a higher CAGR during the forecast period

The AI in accounting market based on component is segmented into solutions and services. The services segment is expected to grow at a rapid pace during the forecast period. The growth of this segment can be attributed to the increasing deployment of AI in accounting software tools and solutions, which leads to increasing the demand for pre- and post-deployment services.

Fraud and risk management application segment to grow at the highest CAGR during forecast period

The AI in accounting market, based on applications, has been segmented into automated bookkeeping, invoice classification and approvals, fraud and risk management, reporting, and others. Others include expense auditing and management, and tax and revenue filing applications. The growth of the fraud and risk management segment is attributed to the increasing data related financial frauds and the need for enhanced data accuracy and protection. The technology has the capability to handle and evaluate unstructured data and identify threats. NLP uses advanced algorithms to analyze text to derive insights and sentiment from unstructured data.

APAC is expected to record the highest growth rate during the forecast period

Asia Pacific (APAC) is expected to have the highest growth rate during the forecast period, owing to the growth in investments and funding, increasing number of startups, governments’ rising focus on data regulations and compliances. The rapidly growing economies, such as China, Japan, Australia, and India, are implementing AI solutions in accounting processes to free human resources from mundane tasks and ensure data consistency. The companies operating in APAC would benefit from the flexible economic conditions, industrialization-and globalization-motivated policies of the governments, as well as from the growing digitalization, which is expected to have a huge impact on the business community. Meanwhile, North America is projected to hold the largest market size during the forecast period.

In-depth interviews were conducted with Chief Executive Officers (CEOs), marketing directors, other innovation and technology directors, and executives from various key organizations operating in the

AI in accounting marketplace.

- By Company: Tier II - 15%, Tier II - 42%, and Tier III - 43%
- By Designation: C-Level Executives - 50%, Directors - 30%, and Others - 20%
- By Region: North America - 40%, Europe - 20%, APAC - 30%, MEA - 5%, and Latin America - 5%

The report includes the study of the key players offering AI in accounting solutions and services. The major AI in accounting vendors include Microsoft (US), AWS (US), Xero (New Zealand), Intuit (US), Sage (England), OSP (US), UiPath (US), Kore.ai (US), AppZen (US), YayPay (US), IBM (US), Google (US), EY (UK), Deloitte (US), PwC (UK), KPMG (Netherlands), SMACC (Germany), OneUp (US), Vic.ai (US), Hyper Anna (Australia), Botkeeper (US), MindBridge Analytics (Canada), and Bill.com (US). The study includes in-depth competitive analysis of these key players in the AI in accounting market, with their company profiles, recent developments, and key market strategies.

Research Coverage

The market study covers the AI in accounting market across segments. It aims at estimating the market size and the growth potential of this market, across different segments, such as components, (solutions, services), deployment modes, technologies, enterprise sizes, applications, and regions. The study also includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall AI in accounting market and its subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and to plan suitable go-to-market strategies. The report will also help stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.



目次

1 INTRODUCTION 16
1.1 OBJECTIVES OF THE STUDY 16
1.2 MARKET DEFINITION 16
1.3 MARKET SCOPE 17
1.3.1 MARKET SEGMENTATION 17
1.3.2 REGIONS COVERED 17
1.4 YEARS CONSIDERED FOR THE STUDY 18
1.5 CURRENCY CONSIDERED 18
1.6 STAKEHOLDERS 19

2 RESEARCH METHODOLOGY 20
2.1 RESEARCH DATA 20
2.1.1 SECONDARY DATA 21
2.1.2 PRIMARY DATA 21
2.1.2.1 Breakup of primary profiles 21
2.1.2.2 Key industry insights 22
2.2 MARKET BREAKUP AND DATA TRIANGULATION 23
2.3 MARKET SIZE ESTIMATION 23
2.3.1 TOP-DOWN APPROACH 24
2.3.2 BOTTOM-UP APPROACH 24
2.4 MARKET FORECAST 25
2.5 ASSUMPTIONS FOR THE STUDY 26
2.6 LIMITATIONS OF THE STUDY 26

3 EXECUTIVE SUMMARY 27

4 PREMIUM INSIGHTS 33
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE AI IN ACCOUNTING MARKET 33
4.2 AI IN ACCOUNTING MARKET: TOP 3 APPLICATIONS 33
4.3 AI IN ACCOUNTING MARKET: BY REGION 34
4.4 AI IN ACCOUNTING MARKET IN NORTH AMERICA, BY APPLICATION AND DEPLOYMENT MODE 34
-
5 MARKET OVERVIEW AND INDUSTRY TRENDS 35
5.1 INTRODUCTION 35
5.2 MARKET DYNAMICS 35
5.2.1 DRIVERS 36
5.2.1.1 Growing need to automate accounting processes 36
5.2.1.2 Need for enhanced data-based advisory and decision-making 36
5.2.2 RESTRAINTS 37
5.2.2.1 Lack of skillsets and resistance to change 37
5.2.2.2 Untapped potential of AI in accounting 37
5.2.3 OPPORTUNITIES 37
5.2.3.1 Increasing demand for intelligent accounting processes 37
5.2.3.2 Growing focus on innovation for integrating AI in accounting 37
5.2.4 CHALLENGES 38
5.2.4.1 High criticality of data volume and quality 38
5.2.4.2 Investment related issues with integration of AI in accounting 38
5.3 USE CASES 38
5.3.1 USE CASE: SCENARIO 1 38
5.3.2 USE CASE: SCENARIO 2 39
5.3.3 USE CASE: SCENARIO 3 40
5.3.4 USE CASE: SCENARIO 4 40
5.3.5 USE CASE: SCENARIO 5 41
5.3.6 USE CASE: SCENARIO 6 42
5.4 REGULATORY IMPLICATIONS 42
5.4.1 GENERAL DATA PROTECTION REGULATION 42
5.4.2 INTERNATIONAL FINANCIAL REPORTING STANDARDS 43
5.4.3 FEDERAL TRADE COMMISSION 43
5.4.4 INTERNATIONAL ORGANIZATION FOR STANDARDIZATION/INTERNATIONAL ELECTROTECHNICAL COMMISSION STANDARDS 43
5.4.4.1 ISO/IEC JTC 1 43
5.4.4.2 ISO/IEC JTC 1/SC 42 43

6 AI IN ACCOUNTING MARKET, BY COMPONENT 44
6.1 INTRODUCTION 45
6.2 SOLUTIONS 46
6.2.1 SOFTWARE TOOLS 47
6.2.1.1 Growing demand for software tools to enable easy integration of AI in the existing accounting architecture 47
6.2.2 PLATFORMS 47
6.2.2.1 Platforms to provide a complete foundation for designing AI in accounting solutions in various applications 47
6.3 SERVICES 47
6.3.1 PROFESSIONAL SERVICES 48
6.3.1.1 Increase in technicalities in the deployment and implementation of AI in accounting solutions to drive the demand for professional services 48
6.3.2 MANAGED SERVICES 49
6.3.2.1 Growing need for organizations to focus on core operations and streamline accounting processes to drive the demand for managed services 49

7 AI IN ACCOUNTING MARKET, BY DEPLOYMENT MODE 50
7.1 INTRODUCTION 51
7.2 CLOUD 52
7.2.1 BENEFITS OF CLOUD-BASED SOLUTIONS TO DRIVE ITS ADOPTION IN THE AI IN ACCOUNTING MARKET 52
7.3 ON-PREMISES 52
7.3.1 DATA INTEGRITY AND SECURITY OFFERED BY ON-PREMISES SOLUTIONS TO DRIVE ITS ADOPTION IN THE AI IN ACCOUNTING MARKET 52

8 AI IN ACCOUNTING MARKET, BY TECHNOLOGY 53
8.1 INTRODUCTION 54
8.2 MACHINE LEARNING AND DEEP LEARNING 55
8.2.1 GROWING DEMAND TO IDENTIFY PATTERNS, ANALYZE ACCOUNTING DATA, AND ENHANCE DECISION-MAKING TO DRIVE THE ADOPTION OF ML AND DEEP LEARNING IN THE AI IN ACCOUNTING MARKET 55
8.3 NATURAL LANGUAGE PROCESSING 55
8.3.1 SEVERAL FUNCTIONALITIES OF NATURAL LANGUAGE PROCESSING TO DRIVE ITS ADOPTION IN THE AI IN ACCOUNTING MARKET 55

9 AI IN ACCOUNTING MARKET, BY ENTERPRISE SIZE 57
9.1 INTRODUCTION 58
9.2 LARGE ENTERPRISES 59
9.2.1 NEED TO MANAGE LARGE VOLUMES OF ACCOUNTING DATA BEING GENERATED FROM MULTIPLE BUSINESS UNITS AND TRANSACTIONS TO DRIVE THE ADOPTION OF THE AI IN ACCOUNTING MARKET IN LARGE ENTERPRISES 59
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 59
9.3.1 DEMAND FOR AUTOMATING MUNDANE ACCOUNTING TASKS TO OVERCOME THE LACK OF SKILLED WORKFORCE TO DRIVE THE ADOPTION OF THE AI IN ACCOUNTING MARKET IN SMALL AND MEDIUM-SIZED ENTERPRISES 59
-
10 AI IN ACCOUNTING MARKET, BY APPLICATION 60
10.1 INTRODUCTION 61
10.2 AUTOMATED BOOKKEEPING 62
10.2.1 NEED TO AUTOMATE DATA COLLECTION, EFFICIENTLY HANDLE PAPERWORK, MINIMIZE INCONSISTENCIES, AND EXTRACT INSIGHTS TO SUPPORT ADVISORY TO DRIVE THE ADOPTION OF THE AI IN ACCOUNTING MARKET FOR THE AUTOMATED BOOKKEEPING APPLICATION 62
10.3 INVOICE CLASSIFICATION AND APPROVALS 62
10.3.1 10.3.1 ANALYSIS OF NUMEROUS INVOICES AND CONTRACTS, WHILE ENSURING DATA ACCURACY AND MAINTAINING THE ACCOUNTING SPEED TO COMPEL ORGANIZATIONS TO ADOPT AI IN ACCOUNTING SOLUTIONS AND SERVICES 62
10.4 FRAUD AND RISK MANAGEMENT 63
10.4.1 INCREASING DATA RISKS AND THE NEED FOR ENHANCED DATA ACCURACY AND PROTECTION TO DRIVE THE ADOPTION OF THE AI IN ACCOUNTING MARKET 63
10.5 REPORTING 63
10.5.1 NEED TO ELIMINATE TIME-CONSUMING REPORTING TASKS AND COMPLY BY REGULATORY REQUIREMENTS TO DRIVE THE ADOPTION OF AI IN REPORTING APPLICATIONS 63
10.6 OTHERS 64

11 AI IN ACCOUNTING MARKET, BY REGION 65
11.1 INTRODUCTION 66
11.2 NORTH AMERICA 68
11.2.1 UNITED STATES 74
11.2.1.1 Need to automate monotonous accounting processes and support enhanced decision-making to fuel the demand for AI in accounting in the US 74
11.2.2 CANADA 74
11.2.2.1 Government push to integrate AI in business processes to boost the adoption of AI in accounting solutions and services in Canada 74
11.3 EUROPE 75
11.3.1 GERMANY 78
11.3.1.1 Strong infrastructure and highly skilled workforce to boost investments in AI in accounting in Germany 78
11.3.2 UNITED KINGDOM 79
11.3.2.1 Government’s focus on innovation and research to fuel the adoption of AI in accounting in the UK 79
11.3.3 FRANCE 79
11.3.3.1 Focus on R&D and rapid growth in AI in accounting startups to drive the growth of AI in accounting market in France 79
11.3.4 REST OF EUROPE 79
11.4 ASIA PACIFIC 80
11.4.1 CHINA 85
11.4.1.1 Development of relevant policies and regulations to shape the growth of AI in accounting market in China 85
11.4.2 JAPAN 86
11.4.2.1 Rapid decline in labor force and limited arrival of immigrants to drive automation of mundane tasks and create growth potential for AI in accounting in Japan 86
11.4.3 INDIA 86
11.4.3.1 Government push for the adoption of AI by businesses and the need for automation of business processes to drive the adoption of AI in accounting in India 86
11.4.4 AUSTRALIA 87
11.4.4.1 Increasing investments, industrial developments, and focus on elimination of middleman in accounting to drive the adoption of AI in accounting in Australia 87
11.4.5 REST OF ASIA PACIFIC 87
11.5 MIDDLE EAST AND AFRICA 88
11.5.1 UNITED ARAB EMIRATES 92
11.5.1.1 Implementation of UAE AI 2031 strategy to encourage organizations to adopt AI in accounting solutions and services 92
11.5.2 SOUTH AFRICA 92
11.5.2.1 Focus on R&D and government initiatives to boost the growth of AI in accounting market in South Africa 92
11.5.3 REST OF MIDDLE EAST AND AFRICA 93
11.6 LATIN AMERICA 93
11.6.1 BRAZIL 97
11.6.1.1 Public and private sectors’ focus on the development of AI to drive the adoption of AI in accounting in Brazil 97
11.6.2 MEXICO 97
11.6.2.1 Government initiatives to drive the adoption of AI in accounting in Mexico 97
11.6.3 REST OF LATIN AMERICA 98

12 COMPETITIVE LANDSCAPE 99
12.1 OVERVIEW 99
12.2 COMPETITIVE LEADERSHIP MAPPING 99
12.2.1 VISIONARY LEADERS 99
12.2.2 INNOVATORS 99
12.2.3 DYNAMIC DIFFERENTIATORS 99
12.2.4 EMERGING COMPANIES 99
12.3 STRENGTH OF PRODUCT PORTFOLIO 101
12.4 BUSINESS STRATEGY EXCELLENCE 102
-
13 COMPANY PROFILES 103
13.1 INTRODUCTION 103
(Business Overview, Products, Solutions, Platforms & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
13.2 MICROSOFT 103
13.3 AWS 106
13.4 XERO 109
13.5 INTUIT 112
13.6 SAGE 115
13.7 OSP 118
13.8 UIPATH 119
13.9 KORE.AI 122
13.10 APPZEN 125
13.11 YAYPAY 127
13.12 IBM 129
13.13 GOOGLE 130
13.14 EY 131
13.15 DELOITTE 131
13.16 PWC 132
13.17 KPMG 132
13.18 SMACC 133
13.19 ONEUP 133
13.20 VIC.AI 134
13.21 HYPER ANNA 134
13.22 BOTKEEPER 135
13.23 MINDBRIDGE ANALYTICS 135
13.24 BILL.COM 136
*Details on Business Overview, Products, Solutions,Platforms & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.

14 APPENDIX 137
14.1 INDUSTRY EXPERTS 137
14.2 DISCUSSION GUIDE 138
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 143
14.4 AVAILABLE CUSTOMIZATIONS 145
14.5 RELATED REPORTS 145
14.6 AUTHOR DETAILS 146

 

LIST OF TABLES

TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2016-2018 18
TABLE 2 FACTOR ANALYSIS 25
TABLE 3 GLOBAL AI IN ACCOUNTING MARKET SIZE AND GROWTH RATE,
2017-2024 (USD MILLION, Y-O-Y %) 28
TABLE 4 AI IN ACCOUNTING MARKET SIZE, BY COMPONENT, 2017-2024 (USD MILLION) 45
TABLE 5 SOLUTIONS: AI IN ACCOUNTING MARKET SIZE, BY TYPE,
2017-2024 (USD MILLION) 46
TABLE 6 SERVICES: AI IN ACCOUNTING MARKET SIZE, BY TYPE, 2017-2024 (USD MILLION) 48
TABLE 7 AI IN ACCOUNTING MARKET SIZE, BY DEPLOYMENT MODE,
2017-2024 (USD MILLION) 51
TABLE 8 AI IN ACCOUNTING MARKET SIZE, BY TECHNOLOGY, 2017-2024 (USD MILLION) 54
TABLE 9 AI IN ACCOUNTING MARKET SIZE, BY ENTERPRISE SIZE,
2017-2024 (USD MILLION) 58
TABLE 10 AI IN ACCOUNTING MARKET SIZE, BY APPLICATION, 2017-2024 (USD MILLION) 61
TABLE 11 AI IN ACCOUNTING MARKET SIZE, BY REGION, 2017-2024 (USD MILLION) 68
TABLE 12 NORTH AMERICA: AI IN ACCOUNTING MARKET SIZE, BY COMPONENT,
2017-2024 (USD MILLION) 70
TABLE 13 NORTH AMERICA: AI IN ACCOUNTING MARKET SIZE, BY SOLUTION,
2017-2024 (USD MILLION) 70
TABLE 14 NORTH AMERICA: AI IN ACCOUNTING MARKET SIZE, BY SERVICE,
2017-2024 (USD MILLION) 71
TABLE 15 NORTH AMERICA: AI IN ACCOUNTING MARKET SIZE, BY DEPLOYMENT MODE, 2017-2024 (USD MILLION) 71
TABLE 16 NORTH AMERICA: AI IN ACCOUNTING MARKET SIZE, BY TECHNOLOGY,
2017-2024 (USD MILLION) 72
TABLE 17 NORTH AMERICA: AI IN ACCOUNTING MARKET SIZE, BY ENTERPRISE SIZE,
2017-2024 (USD MILLION) 72
TABLE 18 NORTH AMERICA: AI IN ACCOUNTING MARKET SIZE, BY APPLICATION,
2017-2024 (USD MILLION) 73
TABLE 19 NORTH AMERICA: AI IN ACCOUNTING MARKET SIZE, BY COUNTRY,
2017-2024 (USD MILLION) 73
TABLE 20 EUROPE: AI IN ACCOUNTING MARKET SIZE, BY COMPONENT,
2017-2024 (USD MILLION) 75
TABLE 21 EUROPE: AI IN ACCOUNTING MARKET SIZE, BY SOLUTION,
2017-2024 (USD MILLION) 76
TABLE 22 EUROPE: AI IN ACCOUNTING MARKET SIZE, BY SERVICE,
2017-2024 (USD MILLION) 76
TABLE 23 EUROPE: AI IN ACCOUNTING MARKET SIZE, BY DEPLOYMENT MODE,
2017-2024 (USD MILLION) 76
TABLE 24 EUROPE: AI IN ACCOUNTING MARKET SIZE, BY TECHNOLOGY,
2017-2024 (USD MILLION) 77
TABLE 25 EUROPE: AI IN ACCOUNTING MARKET SIZE, BY ENTERPRISE SIZE,
2017-2024 (USD MILLION) 77
TABLE 26 EUROPE: AI IN ACCOUNTING MARKET SIZE, BY APPLICATION,
2017-2024 (USD MILLION) 77
TABLE 27 EUROPE: AI IN ACCOUNTING MARKET SIZE, BY COUNTRY,
2017-2024 (USD MILLION) 78
TABLE 28 ASIA PACIFIC: AI IN ACCOUNTING MARKET SIZE, BY COMPONENT,
2017-2024 (USD MILLION) 82
TABLE 29 ASIA PACIFIC: AI IN ACCOUNTING MARKET SIZE, BY SOLUTION,
2017-2024 (USD MILLION) 82
TABLE 30 ASIA PACIFIC: AI IN ACCOUNTING MARKET SIZE, BY SERVICE,
2017-2024 (USD MILLION) 83
TABLE 31 ASIA PACIFIC: AI IN ACCOUNTING MARKET SIZE, BY DEPLOYMENT MODE,
2017-2024 (USD MILLION) 83
TABLE 32 ASIA PACIFIC: AI IN ACCOUNTING MARKET SIZE, BY TECHNOLOGY,
2017-2024 (USD MILLION) 83
TABLE 33 ASIA PACIFIC: AI IN ACCOUNTING MARKET SIZE, BY ENTERPRISE SIZE,
2017-2024 (USD MILLION) 84
TABLE 34 ASIA PACIFIC: AI IN ACCOUNTING MARKET SIZE, BY APPLICATION,
2017-2024 (USD MILLION) 84
TABLE 35 ASIA PACIFIC: AI IN ACCOUNTING MARKET SIZE, BY COUNTRY,
2017-2024 (USD MILLION) 85
TABLE 36 MIDDLE EAST AND AFRICA: AI IN ACCOUNTING MARKET SIZE, BY COMPONENT, 2017-2024 (USD MILLION) 88
TABLE 37 MIDDLE EAST AND AFRICA: AI IN ACCOUNTING MARKET SIZE, BY SOLUTION, 2017-2024 (USD MILLION) 89
TABLE 38 MIDDLE EAST AND AFRICA: AI IN ACCOUNTING MARKET SIZE, BY SERVICE,
2017-2024 (USD MILLION) 89
TABLE 39 MIDDLE EAST AND AFRICA: AI IN ACCOUNTING MARKET SIZE, BY DEPLOYMENT MODE, 2017-2024 (USD MILLION) 89
TABLE 40 MIDDLE EAST AND AFRICA: AI IN ACCOUNTING MARKET SIZE, BY TECHNOLOGY, 2017-2024 (USD MILLION) 90
TABLE 41 MIDDLE EAST AND AFRICA: AI IN ACCOUNTING MARKET SIZE, BY ENTERPRISE SIZE, 2017-2024 (USD MILLION) 90
TABLE 42 MIDDLE EAST: AI IN ACCOUNTING MARKET SIZE, BY APPLICATION,
2017-2024 (USD MILLION) 91
TABLE 43 MIDDLE EAST: AI IN ACCOUNTING MARKET SIZE, BY COUNTRY,
2017-2024 (USD MILLION) 91
TABLE 44 LATIN AMERICA: AI IN ACCOUNTING MARKET SIZE, BY COMPONENT,
2017-2024 (USD MILLION) 94
TABLE 45 LATIN AMERICA: AI IN ACCOUNTING MARKET SIZE, BY SOLUTION,
2017-2024 (USD MILLION) 94
TABLE 46 LATIN AMERICA: AI IN ACCOUNTING MARKET SIZE, BY SERVICE,
2017-2024 (USD MILLION) 94
TABLE 47 LATIN AMERICA: AI IN ACCOUNTING MARKET SIZE, BY DEPLOYMENT MODE,
2017-2024 (USD MILLION) 95
TABLE 48 LATIN AMERICA: AI IN ACCOUNTING MARKET SIZE, BY TECHNOLOGY,
2017-2024 (USD MILLION) 95
TABLE 49 LATIN AMERICA: AI IN ACCOUNTING MARKET SIZE, BY ENTERPRISE SIZE,
2017-2024 (USD MILLION) 96
TABLE 50 LATIN AMERICA: AI IN ACCOUNTING MARKET SIZE, BY APPLICATION,
2017-2024 (USD MILLION) 96
TABLE 51 LATIN AMERICA: AI IN ACCOUNTING MARKET SIZE, BY COUNTRY,
2017-2024 (USD MILLION) 97

 

LIST OF FIGURES

FIGURE 1 AI IN ACCOUNTING MARKET: RESEARCH DESIGN 20
FIGURE 2 AI IN ACCOUNTING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 24
FIGURE 3 AI IN ACCOUNTING MARKET SNAPSHOT, BY COMPONENT 29
FIGURE 4 AI IN ACCOUNTING MARKET SNAPSHOT, BY SOLUTION 29
FIGURE 5 AI IN ACCOUNTING MARKET SNAPSHOT, BY SERVICE 30
FIGURE 6 AI IN ACCOUNTING MARKET SNAPSHOT, BY DEPLOYMENT MODE 30
FIGURE 7 AI IN ACCOUNTING MARKET SNAPSHOT, BY TECHNOLOGY 31
FIGURE 8 AI IN ACCOUNTING MARKET SNAPSHOT, BY ENTERPRISE SIZE 31
FIGURE 9 AI IN ACCOUNTING MARKET SNAPSHOT, BY APPLICATION 32
FIGURE 10 AI IN ACCOUNTING MARKET SNAPSHOT, BY REGION 32
FIGURE 11 GROWING DEMAND FOR AUTOMATION OF ACCOUNTING PROCESSES AND THE NEED FOR ENHANCED DATA-BASED ADVISORY AND DECISION MAKING TO DRIVE THE OVERALL GROWTH OF THE AI IN ACCOUNTING MARKET DURING THE FORECAST PERIOD 33
FIGURE 12 FRAUD AND RISK MANAGEMENT APPLICATION TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 33
FIGURE 13 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2019 34
FIGURE 14 AUTOMATED BOOKKEEPING APPLICATION AND CLOUD DEPLOYMENT MODE TO DOMINATE THE NORTH AMERICAN AI IN ACCOUNTING MARKET IN 2019 34
FIGURE 15 AI IN ACCOUNTING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 35
FIGURE 16 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING
THE FORECAST PERIOD 45
FIGURE 17 PLATFORMS SEGMENT TO GROW AT A HIGHER CAGR DURING
THE FORECAST PERIOD 46
FIGURE 18 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING
THE FORECAST PERIOD 48
FIGURE 19 CLOUD SEGMENT TO REGISTER A HIGHER CAGR AS COMPARED TO THE ON-PREMISES SEGMENT DURING THE FORECAST PERIOD 51
FIGURE 20 NATURAL LANGUAGE PROCESSING SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 54
FIGURE 21 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 58
FIGURE 22 FRAUD AND RISK MANAGEMENT SEGMENT TO WITNESS THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD 61
FIGURE 23 NORTH AMERICA TO HOLD THE LARGEST MARKET SIZE DURING
THE FORECAST PERIOD 66
FIGURE 24 AUSTRALIA AI IN ACCOUNTING MARKET TO REGISTER THE HIGHEST CAGR AMONG ALL COUNTRIES DURING THE FORECAST PERIOD 67
FIGURE 25 ASIA PACIFIC AI IN ACCOUNTING MARKET TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 67
FIGURE 26 NORTH AMERICA: MARKET SNAPSHOT 69
FIGURE 27 FRAUD AND RISK MANAGEMENT APPLICATION IN NORTH AMERICA TO HAVE
THE HIGHEST CAGR DURING THE FORECAST PERIOD 70
FIGURE 28 FRAUD AND RISK MANAGEMENT APPLICATION IN EUROPE TO GROW AT
THE HIGHEST CAGR DURING THE FORECAST PERIOD 75
FIGURE 29 ASIA PACIFIC: MARKET SNAPSHOT 81
FIGURE 30 FRAUD AND RISK MANAGEMENT APPLICATION TO GROW AT THE HIGHEST CAGR IN ASIA PACIFIC DURING THE FORECAST PERIOD 82
FIGURE 31 AUTOMATED BOOKKEEPING APPLICATION TO REGISTER THE LARGEST MARKET SIZE DURING FORECAST PERIOD 88
FIGURE 32 FRAUD AND RISK MANAGEMENT APPLICATION TO GROW AT THE HIGHEST CAGR IN LATIN AMERICA DURING THE FORECAST PERIOD 93
FIGURE 33 AI IN ACCOUNTING MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2018 100
FIGURE 34 MICROSOFT: COMPANY SNAPSHOT 103
FIGURE 35 MICROSOFT: SWOT ANALYSIS 105
FIGURE 36 AWS: COMPANY SNAPSHOT 106
FIGURE 37 AWS: SWOT ANALYSIS 108
FIGURE 38 XERO: COMPANY SNAPSHOT 109
FIGURE 39 INTUIT: COMPANY SNAPSHOT 112
FIGURE 40 SAGE: COMPANY SNAPSHOT 115

 

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