AI in Software Development is a feature that guides users through the software development process using the expertise learned from millions of anonymized code patterns, recommending the correct tools and patterns for any situation to the developer. It’s designed to increase focus and productivity by helping create logic flows faster and with more confidence, even for complex tasks.There are two main benefits to AI-Assisted development.The first is that it can make software development more accessible to those without coding skills or enhance the skills of existing developers to make them more efficient and productive.The second benefit is that AI can identify and enforce development best practice.

This report studies and analyses global AI in Software Development status and future trends, to help determine the AI in Software Development market size of the total market opportunity by Type, by Application, by company, and by region & country. This report is a detailed and comprehensive analysis of the world market for AI in Software Development, and provides market size (US$ million) and Year-over-Year growth, considering 2022 as the base year.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

To assess the competitive environment within the market including supplier revenue, market share, and company profiles.

Highlights

(1) Global AI in Software Development market size, history data 2018-2023, and forecast data 2024-2029, (US$ million)

(2) Global AI in Software Development by company, revenue, market share and industry ranking 2018-2023, (US$ million)

(3) China AI in Software Development by company, revenue, market share and industry ranking 2018-2023, (US$ million)

(4) Global AI in Software Development key consuming regions, consumption value and demand structure

(5) AI in Software Development industry chains, upstream, midstream and downstream

According to latest study, the global market for AI in Software Development should grow from US$ million in 2022 to US$ million by 2029, with a CAGR of % for the period of 2023-2029.

By country, China accounted for percent of the global market last year and China’s market share increased from percent to percent. China AI in Software Development market should grow from US$ million in 2022 to US$ million by 2029, with a CAGR of % for the period of 2023-2029. The United States AI in Software Development market should grow from US$ million in 2022 to US$ million by 2029, with a CAGR of % for the period of 2023-2029.

By segment, Expert System grew percent to account for percent of the total market sales, and Project Management grew percent.

Market segment by players, this report covers

Salesforce

IBM

Alphabet Inc

Microsoft

Facebook

SAP SE

FICO

Govenda

Banjo Corporation

Intel Corporation

NVIDIA Corporation

Anki

AIBrain Inc

Apple Inc

Amazon

Appier Inc

SenseTime

Kindred Group

InData Labs

Orcam, Inc

Market segment by Type, covers

Natural Language Processing Techniques

Neural Networks

Fuzzy Logic

Ant Colony Optimization (ACO)

Genetic Algorithm

Tabu Search

Artificial Bee Colony

Data Mining

Others

Market segment by Application, can be divided into

Expert System

Project Management

Others

Market segment by regions, regional analysis covers

North America (United States, Canada, and Mexico)

Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)

Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia, and Rest of Asia-Pacific)

South America (Brazil, Rest of South America)

Middle East & Africa

Report Includes:

Chapter 1: to describe AI in Software Development product scope, global consumption value, China consumption value, development opportunities, challenges, trends, and policies.

Chapter 2: Global AI in Software Development market share and ranking of major manufacturers, revenue, 2018-2023

Chapter 3: China AI in Software Development market share and ranking of major manufacturers, revenue, 2018-2023

Chapter 4: AI in Software Development industry chain, upstream, medium-stream, and downstream.

Chapter 5: Segment by Type, consumption value, percent & CAGR, 2018-2029

Chapter 6: Segment by Application, consumption value, percent & CAGR, 2018-2029

Chapter 7: Segment in regional level, consumption value, percent & CAGR, 2018-2029

Chapter 8: Segment in country level, consumption value, percent & CAGR, 2018-2029

Chapter 9: Company profile, introducing the basic situation of the main companies in the market in detail, including product specifications, application, recent development, revenue, gross margin.

Chapter 10: Conclusions

1 Market Overview

1.1 AI in Software Development Definition

1.2 Global AI in Software Development Market Size and Forecast

1.3 China AI in Software Development Market Size and Forecast

1.4 China Percentage in Global Market

1.5 AI in Software Development Market Size: China VS Global Growth Rate, 2018-2029

1.6 AI in Software Development Market Dynamics

1.6.1 AI in Software Development Market Drivers

1.6.2 AI in Software Development Market Restraints

1.6.3 AI in Software Development Industry Trends

1.6.4 AI in Software Development Industry Policy

2 Global Leading Players and Market Share

2.1 By Revenue of AI in Software Development, Global Market Share by Company, 2018-2023

2.2 Global AI in Software Development Participants, Market Position (Tier 1, Tier 2, and Tier 3)

2.3 Global AI in Software Development Concentration Ratio

2.4 Global AI in Software Development Mergers & Acquisitions, Expansion Plans

2.5 Global AI in Software Development Major Companies Product Type

2.6 Head Office and AI in Software Development Production Site of Key Manufacturer

3 China Leading Players, Market Share and Ranking

3.1 By Revenue of AI in Software Development, China Market Share by Company, 2018-2023

3.2 China AI in Software Development Participants, Market Position (Tier 1, Tier 2, and Tier 3)

4 Industry Chain Analysis

4.1 AI in Software Development Industry Chain

4.2 AI in Software Development Upstream Analysis

4.2.1 AI in Software Development Core Raw Materials

4.2.2 Main Manufacturers of AI in Software Development Core Raw Materials

4.3 Midstream Analysis

4.4 Downstream Analysis

4.5 AI in Software Development Production Mode

4.6 AI in Software Development Procurement Model

4.7 AI in Software Development Industry Sales Model and Sales Channels

4.7.1 AI in Software Development Sales Model

4.7.2 AI in Software Development Typical Distributors

5 Sights by Type

5.1 AI in Software Development Classification

5.1.1 Natural Language Processing Techniques

5.1.2 Neural Networks

5.1.3 Fuzzy Logic

5.1.4 Ant Colony Optimization (ACO)

5.1.5 Genetic Algorithm

5.1.6 Tabu Search

5.1.7 Artificial Bee Colony

5.1.8 Data Mining

5.1.9 Others

5.2 By Type, Global AI in Software Development Consumption Value & CAGR, 2018 VS 2022 VS 2029

5.3 By Type, Global AI in Software Development Consumption Value, 2018-2029

6 Sights by Application

6.1 AI in Software Development Segment by Application

6.1.1 Expert System

6.1.2 Project Management

6.1.3 Others

6.2 By Application, Global AI in Software Development Consumption Value & CAGR, 2018 VS 2022 VS 2029

6.3 By Application, Global AI in Software Development Consumption Value, 2018-2029

7 Sales Sights by Region

7.1 By Region, Global AI in Software Development Consumption Value, 2018 VS 2022 VS 2029

7.2 By Region, Global AI in Software Development Consumption Value, 2018-2029

7.3 North America

7.3.1 North America AI in Software Development & Forecasts, 2018-2029

7.3.2 By Country, North America AI in Software Development Market Size Market Share

7.4 Europe

7.4.1 Europe AI in Software Development Market Size & Forecasts, 2018-2029

7.4.2 By Country, Europe AI in Software Development Market Size Market Share

7.5 Asia Pacific

7.5.1 Asia Pacific AI in Software Development Market Size & Forecasts, 2018-2029

7.5.2 By Country/Region, Asia Pacific AI in Software Development Market Size Market Share

7.6 South America

7.6.1 South America AI in Software Development Market Size & Forecasts, 2018-2029

7.6.2 By Country, South America AI in Software Development Market Size Market Share

7.7 Middle East & Africa

8 Sales Sights by Country Level

8.1 By Country, Global AI in Software Development Market Size & CAGR, 2018 VS 2022 VS 2029

8.2 By Country, Global AI in Software Development Consumption Value, 2018-2029

8.3 U.S.

8.3.1 U.S. AI in Software Development Market Size, 2018-2029

8.3.2 By Type, U.S. AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.3.3 By Application, U.S. AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.4 Europe

8.4.1 Europe AI in Software Development Market Size, 2018-2029

8.4.2 By Type, Europe AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.4.3 By Application, Europe AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.5 China

8.5.1 China AI in Software Development Market Size, 2018-2029

8.5.2 By Type, China AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.5.3 By Application, China AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.6 Japan

8.6.1 Japan AI in Software Development Market Size, 2018-2029

8.6.2 By Type, Japan AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.6.3 By Application, Japan AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.7 South Korea

8.7.1 South Korea AI in Software Development Market Size, 2018-2029

8.7.2 By Type, South Korea AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.7.3 By Application, South Korea AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.8 Southeast Asia

8.8.1 Southeast Asia AI in Software Development Market Size, 2018-2029

8.8.2 By Type, Southeast Asia AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.8.3 By Application, Southeast Asia AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.9 India

8.9.1 India AI in Software Development Market Size, 2018-2029

8.9.2 By Type, India AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.9.3 By Application, India AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.10 Middle East & Africa

8.10.1 Middle East & Africa AI in Software Development Market Size, 2018-2029

8.10.2 By Type, Middle East & Africa AI in Software Development Consumption Value Market Share, 2022 VS 2029

8.10.3 By Application, Middle East & Africa AI in Software Development Consumption Value Market Share, 2022 VS 2029

9 Company Profile

9.1 Salesforce

9.1.1 Salesforce Company Information, Head Office, Market Area and Industry Position

9.1.2 Salesforce Company Profile and Main Business

9.1.3 Salesforce AI in Software Development Models, Specifications and Application

9.1.4 Salesforce AI in Software Development Revenue and Gross Margin, 2018-2023

9.1.5 Salesforce Recent Developments

9.2 IBM

9.2.1 IBM Company Information, Head Office, Market Area and Industry Position

9.2.2 IBM Company Profile and Main Business

9.2.3 IBM AI in Software Development Models, Specifications and Application

9.2.4 IBM AI in Software Development Revenue and Gross Margin, 2018-2023

9.2.5 IBM Recent Developments

9.3 Alphabet Inc

9.3.1 Alphabet Inc Company Information, Head Office, Market Area and Industry Position

9.3.2 Alphabet Inc Company Profile and Main Business

9.3.3 Alphabet Inc AI in Software Development Models, Specifications and Application

9.3.4 Alphabet Inc AI in Software Development Revenue and Gross Margin, 2018-2023

9.3.5 Alphabet Inc Recent Developments

9.4 Microsoft

9.4.1 Microsoft Company Information, Head Office, Market Area and Industry Position

9.4.2 Microsoft Company Profile and Main Business

9.4.3 Microsoft AI in Software Development Models, Specifications and Application

9.4.4 Microsoft AI in Software Development Revenue and Gross Margin, 2018-2023

9.4.5 Microsoft Recent Developments

9.5 Facebook

9.5.1 Facebook Company Information, Head Office, Market Area and Industry Position

9.5.2 Facebook Company Profile and Main Business

9.5.3 Facebook AI in Software Development Models, Specifications and Application

9.5.4 Facebook AI in Software Development Revenue and Gross Margin, 2018-2023

9.5.5 Facebook Recent Developments

9.6 SAP SE

9.6.1 SAP SE Company Information, Head Office, Market Area and Industry Position

9.6.2 SAP SE Company Profile and Main Business

9.6.3 SAP SE AI in Software Development Models, Specifications and Application

9.6.4 SAP SE AI in Software Development Revenue and Gross Margin, 2018-2023

9.6.5 SAP SE Recent Developments

9.7 FICO

9.7.1 FICO Company Information, Head Office, Market Area and Industry Position

9.7.2 FICO Company Profile and Main Business

9.7.3 FICO AI in Software Development Models, Specifications and Application

9.7.4 FICO AI in Software Development Revenue and Gross Margin, 2018-2023

9.7.5 FICO Recent Developments

9.8 Govenda

9.8.1 Govenda Company Information, Head Office, Market Area and Industry Position

9.8.2 Govenda Company Profile and Main Business

9.8.3 Govenda AI in Software Development Models, Specifications and Application

9.8.4 Govenda AI in Software Development Revenue and Gross Margin, 2018-2023

9.8.5 Govenda Recent Developments

9.9 Banjo Corporation

9.9.1 Banjo Corporation Company Information, Head Office, Market Area and Industry Position

9.9.2 Banjo Corporation Company Profile and Main Business

9.9.3 Banjo Corporation AI in Software Development Models, Specifications and Application

9.9.4 Banjo Corporation AI in Software Development Revenue and Gross Margin, 2018-2023

9.9.5 Banjo Corporation Recent Developments

9.10 Intel Corporation

9.10.1 Intel Corporation Company Information, Head Office, Market Area and Industry Position

9.10.2 Intel Corporation Company Profile and Main Business

9.10.3 Intel Corporation AI in Software Development Models, Specifications and Application

9.10.4 Intel Corporation AI in Software Development Revenue and Gross Margin, 2018-2023

9.10.5 Intel Corporation Recent Developments

9.11 NVIDIA Corporation

9.11.1 NVIDIA Corporation Company Information, Head Office, Market Area and Industry Position

9.11.2 NVIDIA Corporation Company Profile and Main Business

9.11.3 NVIDIA Corporation AI in Software Development Models, Specifications and Application

9.11.4 NVIDIA Corporation AI in Software Development Revenue and Gross Margin, 2018-2023

9.11.5 NVIDIA Corporation Recent Developments

9.12 Anki

9.12.1 Anki Company Information, Head Office, Market Area and Industry Position

9.12.2 Anki Company Profile and Main Business

9.12.3 Anki AI in Software Development Models, Specifications and Application

9.12.4 Anki AI in Software Development Revenue and Gross Margin, 2018-2023

9.12.5 Anki Recent Developments

9.13 AIBrain Inc

9.13.1 AIBrain Inc Company Information, Head Office, Market Area and Industry Position

9.13.2 AIBrain Inc Company Profile and Main Business

9.13.3 AIBrain Inc AI in Software Development Models, Specifications and Application

9.13.4 AIBrain Inc AI in Software Development Revenue and Gross Margin, 2018-2023

9.13.5 AIBrain Inc Recent Developments

9.14 Apple Inc

9.14.1 Apple Inc Company Information, Head Office, Market Area and Industry Position

9.14.2 Apple Inc Company Profile and Main Business

9.14.3 Apple Inc AI in Software Development Models, Specifications and Application

9.14.4 Apple Inc AI in Software Development Revenue and Gross Margin, 2018-2023

9.14.5 Apple Inc Recent Developments

9.15 Amazon

9.15.1 Amazon Company Information, Head Office, Market Area and Industry Position

9.15.2 Amazon Company Profile and Main Business

9.15.3 Amazon AI in Software Development Models, Specifications and Application

9.15.4 Amazon AI in Software Development Revenue and Gross Margin, 2018-2023

9.15.5 Amazon Recent Developments

9.16 Appier Inc

9.16.1 Appier Inc Company Information, Head Office, Market Area and Industry Position

9.16.2 Appier Inc Company Profile and Main Business

9.16.3 Appier Inc AI in Software Development Models, Specifications and Application

9.16.4 Appier Inc AI in Software Development Revenue and Gross Margin, 2018-2023

9.16.5 Appier Inc Recent Developments

9.17 SenseTime

9.17.1 SenseTime Company Information, Head Office, Market Area and Industry Position

9.17.2 SenseTime Company Profile and Main Business

9.17.3 SenseTime AI in Software Development Models, Specifications and Application

9.17.4 SenseTime AI in Software Development Revenue and Gross Margin, 2018-2023

9.17.5 SenseTime Recent Developments

9.18 Kindred Group

9.18.1 Kindred Group Company Information, Head Office, Market Area and Industry Position

9.18.2 Kindred Group Company Profile and Main Business

9.18.3 Kindred Group AI in Software Development Models, Specifications and Application

9.18.4 Kindred Group AI in Software Development Revenue and Gross Margin, 2018-2023

9.18.5 Kindred Group Recent Developments

9.19 InData Labs

9.19.1 InData Labs Company Information, Head Office, Market Area and Industry Position

9.19.2 InData Labs Company Profile and Main Business

9.19.3 InData Labs AI in Software Development Models, Specifications and Application

9.19.4 InData Labs AI in Software Development Revenue and Gross Margin, 2018-2023

9.19.5 InData Labs Recent Developments

9.20 Orcam, Inc

9.20.1 Orcam, Inc Company Information, Head Office, Market Area and Industry Position

9.20.2 Orcam, Inc Company Profile and Main Business

9.20.3 Orcam, Inc AI in Software Development Models, Specifications and Application

9.20.4 Orcam, Inc AI in Software Development Revenue and Gross Margin, 2018-2023

9.20.5 Orcam, Inc Recent Developments

10 Conclusion

11 Appendix

11.1 Research Methodology

11.2 Data Source

11.2.1 Secondary Sources

11.2.2 Primary Sources

11.3 Market Estimation Model

11.4 Disclaimer

Table 1. AI in Software Development Consumption Value & CAGR: China VS Global, 2018-2029, US$ Million

Table 2. AI in Software Development Market Restraints

Table 3. AI in Software Development Market Trends

Table 4. AI in Software Development Industry Policy

Table 5. Global AI in Software Development Revenue by Company, 2018-2023, US$ million, Ranked Based on Revenue in 2022

Table 6. Global AI in Software Development Revenue Share by Company, 2018-2023, Ranked by Data of 2022

Table 7. Global AI in Software Development Manufacturers Market Concentration Ratio (CR3 and HHI)

Table 8. Global AI in Software Development Mergers & Acquisitions, Expansion Plans

Table 9. Global AI in Software Development Major Companies Product Type

Table 10. Head Office and Area Served of Key Players

Table 11. China AI in Software Development Revenue by Company, 2018-2023, US$ million, Ranked Based on Revenue in 2022

Table 12. China AI in Software Development Revenue Market Share by Company, 2018-2023

Table 13. Global Key Players of AI in Software Development Upstream (Raw Materials)

Table 14. Global AI in Software Development Typical Customers

Table 15. AI in Software Development Typical Distributors

Table 16. By Type, Global AI in Software Development Consumption Value & CAGR, 2018 VS 2022 VS 2029, US$ Million

Table 17. By Application, Global AI in Software Development Consumption Value & CAGR, 2018 VS 2022 VS 2029, US$ Million

Table 18. By Region, Global AI in Software Development Consumption Value, 2018 VS 2022 VS 2029, US$ Million

Table 19. By Region, Global AI in Software Development Consumption Value, 2018-2029, US$ Million

Table 20. By Country, Global AI in Software Development Consumption Value & CAGR, 2018 VS 2022 VS 2029, US$ Million

Table 21. By Country, Global AI in Software Development Consumption Value, 2018-2029, US$ Million

Table 22. By Country, Global AI in Software Development Consumption Value Market Share, 2018-2029

Table 23. Salesforce Company Information, Head Office, Market Area and Industry Position

Table 24. Salesforce Company Profile and Main Business

Table 25. Salesforce AI in Software Development Models, Specifications, and Application

Table 26. Salesforce AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 27. Salesforce Recent Developments

Table 28. IBM Company Information, Head Office, Market Area and Industry Position

Table 29. IBM Company Profile and Main Business

Table 30. IBM AI in Software Development Models, Specifications, and Application

Table 31. IBM AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 32. IBM Recent Developments

Table 33. Alphabet Inc Company Information, Head Office, Market Area and Industry Position

Table 34. Alphabet Inc Company Profile and Main Business

Table 35. Alphabet Inc AI in Software Development Models, Specifications, and Application

Table 36. Alphabet Inc AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 37. Alphabet Inc Recent Developments

Table 38. Microsoft Company Information, Head Office, Market Area and Industry Position

Table 39. Microsoft Company Profile and Main Business

Table 40. Microsoft AI in Software Development Models, Specifications, and Application

Table 41. Microsoft AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 42. Microsoft Recent Developments

Table 43. Facebook Company Information, Head Office, Market Area and Industry Position

Table 44. Facebook Company Profile and Main Business

Table 45. Facebook AI in Software Development Models, Specifications, and Application

Table 46. Facebook AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 47. Facebook Recent Developments

Table 48. SAP SE Company Information, Head Office, Market Area and Industry Position

Table 49. SAP SE Company Profile and Main Business

Table 50. SAP SE AI in Software Development Models, Specifications, and Application

Table 51. SAP SE AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 52. SAP SE Recent Developments

Table 53. FICO Company Information, Head Office, Market Area and Industry Position

Table 54. FICO Company Profile and Main Business

Table 55. FICO AI in Software Development Models, Specifications, and Application

Table 56. FICO AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 57. FICO Recent Developments

Table 58. Govenda Company Information, Head Office, Market Area and Industry Position

Table 59. Govenda Company Profile and Main Business

Table 60. Govenda AI in Software Development Models, Specifications, and Application

Table 61. Govenda AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 62. Govenda Recent Developments

Table 63. Banjo Corporation Company Information, Head Office, Market Area and Industry Position

Table 64. Banjo Corporation Company Profile and Main Business

Table 65. Banjo Corporation AI in Software Development Models, Specifications, and Application

Table 66. Banjo Corporation AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 67. Banjo Corporation Recent Developments

Table 68. Intel Corporation Company Information, Head Office, Market Area and Industry Position

Table 69. Intel Corporation Company Profile and Main Business

Table 70. Intel Corporation AI in Software Development Models, Specifications, and Application

Table 71. Intel Corporation AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 72. Intel Corporation Recent Developments

Table 73. NVIDIA Corporation Company Information, Head Office, Market Area and Industry Position

Table 74. NVIDIA Corporation Company Profile and Main Business

Table 75. NVIDIA Corporation AI in Software Development Models, Specifications, and Application

Table 76. NVIDIA Corporation AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 77. NVIDIA Corporation Recent Developments

Table 78. Anki Company Information, Head Office, Market Area and Industry Position

Table 79. Anki Company Profile and Main Business

Table 80. Anki AI in Software Development Models, Specifications, and Application

Table 81. Anki AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 82. Anki Recent Developments

Table 83. AIBrain Inc Company Information, Head Office, Market Area and Industry Position

Table 84. AIBrain Inc Company Profile and Main Business

Table 85. AIBrain Inc AI in Software Development Models, Specifications, and Application

Table 86. AIBrain Inc AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 87. AIBrain Inc Recent Developments

Table 88. Apple Inc Company Information, Head Office, Market Area and Industry Position

Table 89. Apple Inc Company Profile and Main Business

Table 90. Apple Inc AI in Software Development Models, Specifications, and Application

Table 91. Apple Inc AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 92. Apple Inc Recent Developments

Table 93. Amazon Company Information, Head Office, Market Area and Industry Position

Table 94. Amazon Company Profile and Main Business

Table 95. Amazon AI in Software Development Models, Specifications, and Application

Table 96. Amazon AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 97. Amazon Recent Developments

Table 98. Appier Inc Company Information, Head Office, Market Area and Industry Position

Table 99. Appier Inc Company Profile and Main Business

Table 100. Appier Inc AI in Software Development Models, Specifications, and Application

Table 101. Appier Inc AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 102. Appier Inc Recent Developments

Table 103. SenseTime Company Information, Head Office, Market Area and Industry Position

Table 104. SenseTime Company Profile and Main Business

Table 105. SenseTime AI in Software Development Models, Specifications, and Application

Table 106. SenseTime AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 107. SenseTime Recent Developments

Table 108. Kindred Group Company Information, Head Office, Market Area and Industry Position

Table 109. Kindred Group Company Profile and Main Business

Table 110. Kindred Group AI in Software Development Models, Specifications, and Application

Table 111. Kindred Group AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 112. Kindred Group Recent Developments

Table 113. InData Labs Company Information, Head Office, Market Area and Industry Position

Table 114. InData Labs Company Profile and Main Business

Table 115. InData Labs AI in Software Development Models, Specifications, and Application

Table 116. InData Labs AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 117. InData Labs Recent Developments

Table 118. Orcam, Inc Company Information, Head Office, Market Area and Industry Position

Table 119. Orcam, Inc Company Profile and Main Business

Table 120. Orcam, Inc AI in Software Development Models, Specifications, and Application

Table 121. Orcam, Inc AI in Software Development Revenue and Gross Margin, US$ Million, 2018-2023

Table 122. Orcam, Inc Recent Developments

List of Figures

Figure 1. AI in Software Development Picture

Figure 2. Global AI in Software Development Consumption Value, (US$ million) & (2018-2029)

Figure 3. China AI in Software Development Consumption Value, (US$ million) & (2018-2029)

Figure 4. By Consumption Value, China AI in Software Development Market Share of Global, 2018-2029

Figure 5. Global AI in Software Development Market Share by Company, (Tier 1, Tier 2, and Tier 3), 2022

Figure 6. China AI in Software Development Key Participants, Market Share, 2022

Figure 7. AI in Software Development Industry Chain

Figure 8. AI in Software Development Procurement Model

Figure 9. AI in Software Development Sales Model

Figure 10. AI in Software Development Sales Channels, Direct Sales, and Distribution

Figure 11. Natural Language Processing Techniques

Figure 12. Neural Networks

Figure 13. Fuzzy Logic

Figure 14. Ant Colony Optimization (ACO)

Figure 15. Genetic Algorithm

Figure 16. Tabu Search

Figure 17. Artificial Bee Colony

Figure 18. Data Mining

Figure 19. Others

Figure 20. By Type, Global AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 21. By Type, Global AI in Software Development Consumption Value Market Share, 2018-2029

Figure 22. Expert System

Figure 23. Project Management

Figure 24. Others

Figure 25. By Application, Global AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 26. By Application, Global AI in Software Development Consumption Value Market Share, 2018-2029

Figure 27. By Region, Global AI in Software Development Consumption Value Market Share, 2018-2029

Figure 28. North America AI in Software Development Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 29. By Country, North America AI in Software Development Consumption Value Market Share, 2022

Figure 30. Europe AI in Software Development Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 31. By Country, Europe AI in Software Development Consumption Value Market Share, 2022

Figure 32. Asia Pacific AI in Software Development Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 33. By Country/Region, Asia Pacific AI in Software Development Consumption Value Market Share, 2022

Figure 34. South America AI in Software Development Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 35. By Country, South America AI in Software Development Consumption Value Market Share, 2022

Figure 36. Middle East & Africa AI in Software Development Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 37. U.S. AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 38. By Type, U.S. AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 39. By Application, U.S. AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 40. Europe AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 41. By Type, Europe AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 42. By Application, Europe AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 43. China AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 44. By Type, China AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 45. By Application, China AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 46. Japan AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 47. By Type, Japan AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 48. By Application, Japan AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 49. South Korea AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 50. By Type, South Korea AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 51. By Application, South Korea AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 52. Southeast Asia AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 53. By Type, Southeast Asia AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 54. By Application, Southeast Asia AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 55. India AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 56. By Type, India AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 57. By Application, India AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 58. Middle East & Africa AI in Software Development Consumption Value, 2018-2029, US$ Million

Figure 59. By Type, Middle East & Africa AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 60. By Application, Middle East & Africa AI in Software Development Consumption Value Market Share, 2022 VS 2029

Figure 61. Research Methodology

Figure 62. Breakdown of Primary Interviews

Figure 63. Bottom-up and Top-down Approaches

Figure 64. Top-down Approaches

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)