CHAPTER 1. Industry Overview of Artificial Intelligence in Accounting Market
1.1. Definition and Scope
1.1.1. Definition of Artificial Intelligence in Accounting
1.1.2. Market Segmentation
1.1.3. Years Considered for the Study
1.1.4. Assumptions and Acronyms Used
1.1.4.1. Market Assumptions and Market Forecast
1.1.4.2. Acronyms Used in Global Artificial Intelligence in Accounting Market
1.2. Summary
1.2.1. Executive Summary
1.2.2. Artificial Intelligence in Accounting Market By Offering
1.2.3. Artificial Intelligence in Accounting Market By Technology
1.2.4. Artificial Intelligence in Accounting Market By Deployment Model
1.2.5. Artificial Intelligence in Accounting Market By Application
1.2.6. Artificial Intelligence in Accounting Market By Enterprise Size
1.2.7. Artificial Intelligence in Accounting Market By Region
CHAPTER 2. Research Approach
2.1. Methodology
2.1.1. Research Programs
2.1.2. Market Size Estimation
2.1.3. Market Breakdown and Data Triangulation
2.2. Data Source
2.2.1. Secondary Sources
2.2.2. Primary Sources
CHAPTER 3. Market Dynamics And Competition Analysis
3.1. Market Drivers
3.1.1. Driver 1
3.1.2. Driver 2
3.2. Restraints and Challenges
3.2.1. Restraint 1
3.2.2. Restraint 2
3.3. Growth Opportunities
3.3.1. Opportunity 1
3.3.2. Opportunity 2
3.4. Porter’s Five Forces Analysis
3.4.1. Bargaining Power of Suppliers
3.4.2. Bargaining Power of Buyers
3.4.3. Threat of Substitute
3.4.4. Threat of New Entrants
3.4.5. Degree of Competition
3.5. Market Concentration Ratio and Market Maturity Analysis of Artificial Intelligence in Accounting Market
3.5.1. Go To Market Strategy
3.5.1.1. Introduction
3.5.1.2. Growth
3.5.1.3. Maturity
3.5.1.4. Saturation
3.5.1.5. Possible Development
3.6. Technological Roadmap for Artificial Intelligence in Accounting Market
3.7. Value Chain Analysis
3.7.1. List of Key Manufacturers
3.7.2. List of Customers
3.7.3. Level of Integration
3.8. Regulatory Compliance
3.9. Competitive Landscape, 2021
3.9.1. Player Positioning Analysis
3.9.2. Key Strategies Adopted By Leading Players
CHAPTER 4. Artificial Intelligence in Accounting Market By Offering
4.1. Introduction
4.2. Artificial Intelligence in Accounting Market Revenue By Offering
4.2.1. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast, By Offering, 2018-2030
4.2.2. Solutions
4.2.2.1. Solutions Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.2.2. Software Tools Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.2.2.1. Software Tools Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.2.3. Platforms Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.2.3.1. Platforms Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.3. Services
4.2.3.1. Services Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.3.2. Managed Services Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.3.2.1. Managed Services Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.3.3. Professional Services Market Revenue (USD Million) and Growth Rate (%), 2018-2030
4.2.3.3.1. Professional Services Market Revenue (USD Million) and Growth Rate (%), 2018-2030
CHAPTER 5. Artificial Intelligence in Accounting Market By Deployment Model
5.1. Introduction
5.2. Artificial Intelligence in Accounting Market Revenue By Deployment Model
5.2.1. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast, By Deployment Model, 2018-2030
5.2.2. Cloud
5.2.2.1. Cloud Market Revenue (USD Million) and Growth Rate (%), 2018-2030
5.2.3. On-Premise
5.2.3.1. On-Premise Market Revenue (USD Million) and Growth Rate (%), 2018-2030
CHAPTER 6. Artificial Intelligence in Accounting Market By Technology
6.1. Introduction
6.2. Artificial Intelligence in Accounting Market Revenue (USD Million) By Technology
6.2.1. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
6.2.2. Machine Learning (ML) and Deep Learning
6.2.2.1. Machine Learning (ML) and Deep Learning Market Revenue (USD Million) and Growth Rate (%), 2018-2030
6.2.3. Natural Language Processing
6.2.3.1. Natural Language Processing Market Revenue (USD Million) and Growth Rate (%), 2018-2030
CHAPTER 7. Artificial Intelligence in Accounting Market By Application
7.1. Introduction
7.2. Artificial Intelligence in Accounting Market Revenue (USD Million) By Application
7.2.1. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
7.2.2. Automated Bookkeeping
7.2.2.1. Automated Bookkeeping Market Revenue (USD Million) and Growth Rate (%), 2018-2030
7.2.3. Invoice Classification and Approvals
7.2.3.1. Invoice Classification and Approvals Market Revenue (USD Million) and Growth Rate (%), 2018-2030
7.2.4. Fraud and Risk Management
7.2.4.1. Fraud and Risk Management Market Revenue (USD Million) and Growth Rate (%), 2018-2030
7.2.5. Reporting
7.2.5.1. Reporting Market Revenue (USD Million) and Growth Rate (%), 2018-2030
7.2.6. Other Applications (Expense and Auditing Management, and Tax and Revenue Filing)
7.2.6.1. Other Applications (Expense and Auditing Management, and Tax and Revenue Filing) Market Revenue (USD Million) and Growth Rate (%), 2018-2030
CHAPTER 8. Artificial Intelligence in Accounting Market By Enterprise Size
8.1. Introduction
8.2. Artificial Intelligence in Accounting Market Revenue (USD Million) By Enterprise Size
8.2.1. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
8.2.2. Large Enterprises
8.2.2.1. Large Enterprises Market Revenue (USD Million) and Growth Rate (%), 2018-2030
8.2.3. SMEs
8.2.3.1. SMEs Market Revenue (USD Million) and Growth Rate (%), 2018-2030
CHAPTER 9. North AmericaArtificial Intelligence in Accounting Market By Country
9.1. North America Artificial Intelligence in Accounting Market Overview
9.2. U.S.
9.2.1. U.S. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
9.2.2. U.S. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
9.2.3. U.S. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
9.2.4. U.S. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
9.2.5. U.S. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
9.3. Canada
9.3.1. Canada Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
9.3.2. Canada Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
9.3.3. Canada Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
9.3.4. Canada Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
9.3.5. Canada Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
9.4. North America PEST Analysis
CHAPTER 10. Europe Artificial Intelligence in Accounting Market By Country
10.1. Europe Artificial Intelligence in Accounting Market Overview
10.2. U.K.
10.2.1. U.K. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
10.2.2. U.K. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
10.2.3. U.K. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
10.2.4. U.K. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
10.2.5. U.K. Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.3. Germany
10.3.1. Germany Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
10.3.2. Germany Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
10.3.3. Germany Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
10.3.4. Germany Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
10.3.5. Germany Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.4. France
10.4.1. France Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
10.4.2. France Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
10.4.3. France Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
10.4.4. France Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
10.4.5. France Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.5. Spain
10.5.1. Spain Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
10.5.2. Spain Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
10.5.3. Spain Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
10.5.4. Spain Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
10.5.5. Spain Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.6. Rest of Europe
10.6.1. Rest of Europe Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
10.6.2. Rest of Europe Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
10.6.3. Rest of Europe Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
10.6.4. Rest of Europe Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
10.6.5. Rest of Europe Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
10.7. Europe PEST Analysis
CHAPTER 11. Asia Pacific Artificial Intelligence in Accounting Market By Country
11.1. Asia Pacific Artificial Intelligence in Accounting Market Overview
11.2. China
11.2.1. China Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
11.2.2. China Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
11.2.3. China Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
11.2.4. China Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
11.2.5. China Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
11.3. Japan
11.3.1. Japan Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
11.3.2. Japan Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
11.3.3. Japan Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
11.3.4. Japan Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
11.3.5. Japan Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
11.4. India
11.4.1. India Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
11.4.2. India Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
11.4.3. India Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
11.4.4. India Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
11.4.5. India Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
11.5. Australia
11.5.1. Australia Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
11.5.2. Australia Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
11.5.3. Australia Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
11.5.4. Australia Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
11.5.5. Australia Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
11.6. South Korea
11.6.1. South Korea Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
11.6.2. South Korea Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
11.6.3. South Korea Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
11.6.4. South Korea Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
11.6.5. South Korea Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
11.7. Rest of Asia-Pacific
11.7.1. Rest of Asia-Pacific Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
11.7.2. Rest of Asia-Pacific Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
11.7.3. Rest of Asia-Pacific Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
11.7.4. Rest of Asia-Pacific Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
11.7.5. Rest of Asia-Pacific Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
11.8. Asia Pacific PEST Analysis
CHAPTER 12. Latin America Artificial Intelligence in Accounting Market By Country
12.1. Latin America Artificial Intelligence in Accounting Market Overview
12.2. Brazil
12.2.1. Brazil Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
12.2.2. Brazil Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
12.2.3. Brazil Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
12.2.4. Brazil Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
12.2.5. Brazil Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
12.3. Mexico
12.3.1. Mexico Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
12.3.2. Mexico Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
12.3.3. Mexico Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
12.3.4. Mexico Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
12.3.5. Mexico Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
12.4. Rest of Latin America
12.4.1. Rest of Latin America Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
12.4.2. Rest of Latin America Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
12.4.3. Rest of Latin America Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
12.4.4. Rest of Latin America Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
12.4.5. Rest of Latin America Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
12.5. Latin America PEST Analysis
CHAPTER 13. Middle East & Africa Artificial Intelligence in Accounting Market By Country
13.1. Middle East & Africa Artificial Intelligence in AccountingMarket Overview
13.2. GCC
13.2.1. GCC Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
13.2.2. GCC Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
13.2.3. GCC Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
13.2.4. GCC Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
13.2.5. GCC Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
13.3. South Africa
13.3.1. South Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
13.3.2. South Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
13.3.3. South Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
13.3.4. South Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
13.3.5. South Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
13.4. Rest of Middle East & Africa
13.4.1. Rest of Middle East & Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Offering, 2018-2030
13.4.2. Rest of Middle East & Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Technology, 2018-2030
13.4.3. Rest of Middle East & Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Deployment Model, 2018-2030
13.4.4. Rest of Middle East & Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Application, 2018-2030
13.4.5. Rest of Middle East & Africa Artificial Intelligence in Accounting Market Revenue (USD Million) and Forecast By Enterprise Size, 2018-2030
13.5. Middle East & Africa PEST Analysis
CHAPTER 14. Player Analysis Of Artificial Intelligence in Accounting Market
14.1. Artificial Intelligence in Accounting MarketCompany Share Analysis
14.2. Competition Matrix
14.2.1. Competitive Benchmarking of key players by price, presence, market share, and R&D investments
14.2.2. New Product Launches and Product Enhancement
14.2.3. Mergers And Acquisition In Global Artificial Intelligence in Accounting Market
14.2.4. Partnership, Joint Ventures and Strategic Alliances/ Sales Agreements
CHAPTER 15. Company Profile
15.1. AppZen
15.1.1. Company Snapshot
15.1.2. Business Overview
15.1.3. Financial Overview
15.1.3.1. Revenue (USD Million), 2021
15.1.3.2. AppZen 2021 Artificial Intelligence in Accounting Business Regional Distribution
15.1.4. Product/Service and Specification
15.1.5. Recent Developments& Business Strategy
15.1.6. Manufacturing Plant Footprint Analysis
15.2. AWS
15.3. Bill.com
15.4. Botkeeper
15.5. Deloitte
15.6. EY
15.7. Google
15.8. Hyper Anna
15.9. IBM
15.10. Intuit
15.11. Kore.ai
15.12. KPMG
15.13. Microsoft
15.14. MindBridge Analytics
15.15. OneUp
15.16. OSP
15.17. PwC
15.18. Sage
15.19. SMACC
15.20. UiPath
15.21. Vic.ai
15.22. YayPay
15.23. Xero
The market size of global artificial intelligence in accounting market accounted for USD 1,511 Million in 2021.
The projected CAGR of artificial intelligence in accounting market during the analysis period of 2022 to 2030 is 48.9%.
The prominent players of the global artificial intelligence in accounting market involve AppZen, AWS, Bill.com, Botkeeper, Deloitte, EY, Google, Hyper Anna, IBM, Intuit, Kore.ai, KPMG, Microsoft, MindBridge Analytics, OneUp, OSP, PwC, Sage, SMACC, UiPath, Vic.ai, YayPay, and Xero.
North America held the dominating share for artificial intelligence in accounting during the analysis period of 2022 to 2030.
Asia-Pacific region exhibited fastest growing CAGR for artificial intelligence in accounting during the analysis period of 2022 to 2030.
Growing need to automate accounting processes, rapid growth of AI in industry 4.0, and exponential growth of data generated by the Internet and IoT devices drives the growth of global artificial intelligence in accounting market.
Based on technology, machine learning (ML) and deep learning sub-segment held the maximum share for artificial intelligence in accounting market in 2021.
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