Software Development AI Market - Forecast(2022 - 2027)

Report Code: ITR 0182 Report Format: PDF + Excel

Software Development AI Market Overview 

The market for Software Development AI is forecast to reach $602.4 million by 2026, growing at a CAGR of 20.9% from 2021 to 2026. The software sector is booming primarily due to the implementation of ground-breaking and useful artificial intelligence technologies. The growing interest in artificial intelligence ranging from machine learning to natural language processing such as expert systems to solve the project's problems and make the code in an understandable format far simpler leads to the growth of the artificial intelligence market in software development. The market is witnessing growth due to the reduced efforts, time, and cost of the software application being aided by artificial intelligence. APAC, especially China, Japan, and South Korea, is considered the largest market for industrial robots and robotic process automation. Industrial robots generate a huge volume of data and numerous software such as image processing, which is used for training robots. This would act as one of the major drivers for the software artificial intelligence market in APAC. 

Report Coverage

The report: “Software Development AI Market – Forecast (2021-2026)”, by IndustryARC covers an in-depth analysis of the following segments of the Software Development AI Market. 

By Programming Language – Python, R, Lisp, Prolog, Java, Others.
By Development Phases – Planning, Knowledge Acquisition and Analysis, System Evaluation.
By Approaches - Natural Language Processing Techniques, Neural Networks, Fuzzy logic, Ant Colony Optimization (ACO), General Algorithm, Tabu Search, Bee Colony, Data Mining, Others.
By Application – Expert System, Project Management, Others.
By Geography - North America (U.S, Canada, Mexico), South America(Brazil, Argentina and others), Europe(Germany, UK, France, Italy, Spain, Russia and Others), APAC(China, Japan India, SK, Aus and Others), and RoW (Middle East and Africa).

    Key Takeaways

    • Growth in big data and increasing digitally connected customers are majorly driving the software development AI market.
    • Asia - Pacific has dominated the market share in 2020 due to the technological advancements and increasing adoption of deep learning and NLP technologies in this region
    • Expert systems application is analysed to grow at highest rate owing to the exploration of asset tracking applications for these systems.
    • As AI technology is still in its early stage of product life cycle, the workforce possessing in-depth knowledge of this technology is limited, which is a major hindrance in the market growth.

      Software Development AI Market, By Region, 2020

      Software Development AI Market

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    Software Development AI Market Segment Analysis - By Programming Language

    By programming language, the Software Development AI Market is segmented into python, R, Lisp, Prolog, Java and others. Python language held the major share in 2020 at 58.9% as it is being used by the majority of the developers for software development. It is the most preferable language because of its syntax simplicity and versatility. Python is very encouraging for machine learning for developers as it is less complex as compared to C++ and Java. It is also a very portable language as it is used on platforms including Linux, Windows, Mac OS, and UNIX. It is also likable from its features such as Interactive, interpreted, modular, dynamic, portable and high level which make it more unique than Java. All the above factors are majorly contributing towards booting the demand for python in software development AI market. 

    Software Development AI Market Segment Analysis - By Application

    The various end-users assessed include expert systems and project management. Expert system application is analysed to be witnessing significant growth rate during the forecast period 2021-2026 at 22.6% CAGR. A broad range of asset tracking applications for creating expert systems which are currently being explored includes defining and identifying the issues, determining and offering the set of examples which are rising the market of the Artificial Intelligence in Software Development and estimated to have huge growth during the forecast period. The capital expenditure of major companies in the creating expert systems and project management has also escalated significantly since the last decade. 

    Software Development AI Market Segment Analysis - By Geography

    By geography, Asia – Pacific segment is expected to gain the highest market growth during the forecast period 2021-2026 with a CAGR of 22.3%. China, Japan, Australia, and India are among the major countries driving the AI market in APAC. The increasing adoption of deep learning and NLP technologies in finance, agriculture, marketing, and law applications is also driving the market in this region. Growing e-commerce, online streaming, and increasing internet penetration have resulted in the growth of marketing industries. Marketers are now looking for more sophisticated and state-of-the-art marketing software solutions for a large and ever-growing consumer base. This has resulted in the adoption of AI-enabled software solutions for marketing. In security, with increasing incidents of cyber-attacks and a growing cyber-war in the region, organizations and governments are focusing on robust defense infrastructure.

    Software Development AI Market Drivers

    Growth in Big Data and Increasing digitally connected Customer

    Big data and artificial intelligence market are becoming part of business organizations driven by the availability of data from sources such as the Internet of Things (IoT) with adoption rising 18% between 2015 and 2019. Nowadays, companies are striving to analyze the consumer data obtained from CRM systems, product reviews, and media comments to understand their customers at a granular level, making their marketing more targeted and effective. Traditional software development is not designed to support the changes, involving a series of successive stages including manually writing code, preparing requirements, designing software, and testing to establish that the final product meets specifications. Artificial intelligence (AI) is disrupting this process by creating scalable and efficient workflows to drive productivity and reduce time-to-market. Though many software companies are still in the early stages of AI application, the use of the technology is growing steadily across the enterprise. 

    Increasing Use of AI in CRM

    Customer Relationship Management (CRM) software has evolved with many developments such as face and voice recognition. For example, Salesforce Einstein and Zoho CRMs Zia are AI-powered CRM that uses voice commands to access information. Companies are using AI to boost their decision-making processes such as online customer support, intelligent personal assistants, and process automation. 65% of the company's business comes from existing customers and it costs five times greater to attract a new customer than to keep an existed satisfied one. Thus, the use of CRM is essential. Integration of AI tools in CRM will help them to better understand the customers by processing more information in terms of data. Sales representatives who spend their half of time in CRM for trying to manage CRM tasks more effectively. AI technology can easily surpass this challenge by automating most of these tasks and eventually offering more valuable insights. This is turn is driving the growth of the Ai in Retail market during the forecast period 2021-2026. 

    Software Development AI Market Challenges

    Lack of Quality Tools and Expertise

    The most significant barriers AI and machine learning developers’ face in improving AI app development also include the cost of materials and lack of necessary skills or training. Just 10% are having to deal with the challenges of working with and integrating into legacy systems, a finding that indicates AI and machine learning app development is happening in relatively new business units and development centers. Professional services of a data scientist or a developer are needed to customize an existing ML-enabled AI service. As AI technology is still in its early stage of product life cycle, the workforce possessing in-depth knowledge of this technology is limited. Thus, the impact of this restraining factor will likely remain high during the initial years of the forecast period of software development AI market. 

    Software Development AI Market Landscape

    Product launches, acquisitions, and R&D activities are key strategies adopted by players in the Software Development AI Market. Software Development AI driver market is expected to be dominated by major companies such as N-iX, QBurst, Intellectsoft, Softserve, RapidMiner, KONUX, and AI Foundry among others. 

    Acquisitions/Technology Launches/Partnerships

    • In May 2020, The US Air Force (USAF) has launched a competition to design the artificially intelligent software, called Skyborg, that would control its planned fleet of loyal wingman unmanned air vehicles (UAV).
    • In May 2020, Microchip Technology Inc. has developed its VectorBlox Accelerator Software Development Kit (SDK) based on AI that helps developers take advantage of Microchip’s PolarFire FPGAs for creating low-power, flexible overlay-based neural network applications without learning an FPGA tool flow. 

    Relevant Report Titles:

    Report Code: ITR 0096 

    Report Code: ITR 0100

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    1. Software Development AI Market - Overview
        1.1. Definitions and Scope
    2. Software Development AI Market - Executive summary
        2.1. Market Revenue, Market Size and Key Trends by Company
        2.2. Key Trends by type of Application
        2.3. Key Trends segmented by Geography
    3. Software Development AI Market 
        3.1. Comparative analysis
            3.1.1. Product Benchmarking - Top 10 companies
            3.1.2. Top 5 Financials Analysis
            3.1.3. Market Value split by Top 10 companies
            3.1.4. Patent Analysis - Top 10 companies
            3.1.5. Pricing Analysis 
    4. Software Development AI Market – Startup companies Scenario Premium Premium
        4.1. Top 10 startup company Analysis by
            4.1.1. Investment
            4.1.2. Revenue
            4.1.3. Market Shares
            4.1.4. Market Size and Application Analysis
            4.1.5. Venture Capital and Funding Scenario
    5. Software Development AI Market – Industry Market Entry Scenario Premium Premium
        5.1. Regulatory Framework Overview
        5.2. New Business and Ease of Doing business index
        5.3. Case studies of successful ventures
        5.4. Customer Analysis – Top 10 companies
    6. Software Development AI Market Forces
        6.1. Drivers
        6.2. Constraints
        6.3. Challenges
        6.4. Porters five force model
            6.4.1. Bargaining power of suppliers
            6.4.2. Bargaining powers of customers
            6.4.3. Threat of new entrants
            6.4.4. Rivalry among existing players
            6.4.5. Threat of substitutes 
    7. Software Development AI Market - Strategic analysis
        7.1. Value chain analysis
        7.2. Opportunities analysis
        7.3. Product life cycle
        7.4. Suppliers and distributors Market Share
    8. Software Development AI Market – By Programming Languages (Market Size -$Million / $Billion)
        8.1. Market Size and Market Share Analysis 
        8.2. Application Revenue and Trend Research
        8.3. Product Segment Analysis
            8.3.1. Introduction
            8.3.2. Python
            8.3.3. R
            8.3.4. Lisp
            8.3.5. Prolog
            8.3.6. Java
            8.3.7. Others
    9. Software Development AI Market – By Development Phases (Market Size -$Million / $Billion)
        9.1. Introduction
        9.2. Planning
        9.3. Knowledge Acquisition and Analysis
        9.4. System Evaluation
    10. Software Development AI Market – By Approaches (Market Size -$Million / $Billion)
        10.1. Introduction
        10.2. Natural Language Processing Techniques
        10.3. Neural networks
        10.4. Fuzzy Logic
        10.5. Ant Colony Optimization (ACO)
        10.6. General Algorithm
        10.7. Tabu Search
        10.8. Bee Colony
        10.8. Data Mining
        10.10. Others
    11. Software Development AI Market – By Applications (Market Size -$Million / $Billion)
        11.1. Expert System
        11.2. Project Management
        11.3. Others
    12. Software Development AI - By Geography (Market Size -$Million / $Billion)
        12.1. Software Development AI Market - North America Segment Research
        12.2. North America Market Research (Million / $Billion)
            12.2.1. Segment type Size and Market Size Analysis 
            12.2.2. Revenue and Trends
            12.2.3. Application Revenue and Trends by type of Application
            12.2.4. Company Revenue and Product Analysis
            12.2.5. North America Product type and Application Market Size
                12.2.5.1. U.S.
                12.2.5.2. Canada 
                12.2.5.3. Mexico 
                12.2.5.4. Rest of North America
        12.3. Software Development AI - South America Segment Research
        12.4. South America Market Research (Market Size -$Million / $Billion)
            12.4.1. Segment type Size and Market Size Analysis 
            12.4.2. Revenue and Trends
            12.4.3. Application Revenue and Trends by type of Application
            12.4.4. Company Revenue and Product Analysis
            12.4.5. South America Product type and Application Market Size
        12.4.5.1. Brazil  
                12.4.5.2. Venezuela
                12.4.5.3. Argentina
                12.4.5.4. Ecuador
                12.4.5.5. Peru
                12.4.5.6. Colombia 
                12.4.5.7. Costa Rica
                12.4.5.8. Rest of South America
        12.5. Software Development AI - Europe Segment Research
        12.6. Europe Market Research (Market Size -$Million / $Billion)
            12.6.1. Segment type Size and Market Size Analysis 
            12.6.2. Revenue and Trends
            12.6.3. Application Revenue and Trends by type of Application
            12.6.4. Company Revenue and Product Analysis
            12.6.5. Europe Segment Product type and Application Market Size
                12.6.5.1. U.K  
                12.6.5.2. Germany 
                12.6.5.3. Italy 
                12.6.5.4. France
                12.6.5.5. Netherlands
                12.6.5.6. Belgium
                12.6.5.7. Spain
                12.6.5.8. Denmark
                12.6.5.9. Rest of Europe
        12.7. Software Development AI – APAC Segment Research
        12.8. APAC Market Research (Market Size -$Million / $Billion)
            12.8.1. Segment type Size and Market Size Analysis 
            12.8.2. Revenue and Trends
            12.8.3. Application Revenue and Trends by type of Application
            12.8.4. Company Revenue and Product Analysis
            12.8.5. APAC Segment – Product type and Application Market Size
                12.8.5.1. China 
                12.8.5.2. Australia
                12.8.5.3. Japan 
                12.8.5.4. South Korea
                12.8.5.5. India
                12.8.5.6. Taiwan
                12.8.5.7. Malaysia
    13. Software Development AI Market - Entropy
        13.1. New product launches
        13.2. M&A's, collaborations, JVs and partnerships
    14. Software Development AI Market – Industry / Segment Competition landscape Premium Premium
        14.1. Market Share Analysis
            14.1.1. Market Share by Country- Top companies
            14.1.2. Market Share by Region- Top 10 companies
            14.1.3. Market Share by type of Application – Top 10 companies
            14.1.4. Market Share by type of Product / Product category- Top 10 companies
            14.1.5. Market Share at global level- Top 10 companies
            14.1.6. Best Practises for companies
    15. Software Development AI Market – Key Company List by Country Premium Premium
    16. Software Development AI Market Company Analysis
        16.1. Market Share, Company Revenue, Products, M&A, Developments
        16.2. Company 1
        16.3. Company 2
        16.4. Company 3
        16.5. Company 4
        16.6. Company 5
        16.7. Company 6
        16.8. Company 7
        16.9. Company 8
        16.10. Company 9
        16.11. Company 10
    List of Tables

    Table 1: Software Development AI Market Overview 2019-2024
    Table 2: Software Development AI Market Leader Analysis 2018-2019 (US$)
    Table 3: Software Development AI Market Product Analysis 2018-2019 (US$)
    Table 4: Software Development AI Market End User Analysis 2018-2019 (US$)
    Table 5: Software Development AI Market Patent Analysis 2013-2018* (US$)
    Table 6: Software Development AI Market Financial Analysis 2018-2019 (US$)
    Table 7: Software Development AI Market Driver Analysis 2018-2019 (US$)
    Table 8: Software Development AI Market Challenges Analysis 2018-2019 (US$)
    Table 9: Software Development AI Market Constraint Analysis 2018-2019 (US$)
    Table 10: Software Development AI Market Supplier Bargaining Power Analysis 2018-2019 (US$)
    Table 11: Software Development AI Market Buyer Bargaining Power Analysis 2018-2019 (US$)
    Table 12: Software Development AI Market Threat of Substitutes Analysis 2018-2019 (US$)
    Table 13: Software Development AI Market Threat of New Entrants Analysis 2018-2019 (US$)
    Table 14: Software Development AI Market Degree of Competition Analysis 2018-2019 (US$)
    Table 15: Software Development AI Market Value Chain Analysis 2018-2019 (US$)
    Table 16: Software Development AI Market Pricing Analysis 2019-2024 (US$)
    Table 17: Software Development AI Market Opportunities Analysis 2019-2024 (US$)
    Table 18: Software Development AI Market Product Life Cycle Analysis 2019-2024 (US$)
    Table 19: Software Development AI Market Supplier Analysis 2018-2019 (US$)
    Table 20: Software Development AI Market Distributor Analysis 2018-2019 (US$)
    Table 21: Software Development AI Market Trend Analysis 2018-2019 (US$)
    Table 22: Software Development AI Market Size 2018 (US$)
    Table 23: Software Development AI Market Forecast Analysis 2019-2024 (US$)
    Table 24: Software Development AI Market Sales Forecast Analysis 2019-2024 (Units)
    Table 25: Software Development AI Market, Revenue & Volume, By Programming Languages, 2019-2024 ($)
    Table 26: Software Development AI Market By Programming Languages, Revenue & Volume, By Python, 2019-2024 ($)
    Table 27: Software Development AI Market By Programming Languages, Revenue & Volume, By R, 2019-2024 ($)
    Table 28: Software Development AI Market By Programming Languages, Revenue & Volume, By Lisp, 2019-2024 ($)
    Table 29: Software Development AI Market By Programming Languages, Revenue & Volume, By Prolog, 2019-2024 ($)
    Table 30: Software Development AI Market By Programming Languages, Revenue & Volume, By Java, 2019-2024 ($)
    Table 31: Software Development AI Market, Revenue & Volume, By Development Phases, 2019-2024 ($)
    Table 32: Software Development AI Market By Development Phases, Revenue & Volume, By Planning, 2019-2024 ($)
    Table 33: Software Development AI Market By Development Phases, Revenue & Volume, By Knowledge Acquisition and Analysis, 2019-2024 ($)
    Table 34: Software Development AI Market By Development Phases, Revenue & Volume, By System Evaluation, 2019-2024 ($)
    Table 35: Software Development AI Market, Revenue & Volume, By Approaches, 2019-2024 ($)
    Table 36: Software Development AI Market By Approaches, Revenue & Volume, By Natural Language Processing Techniques, 2019-2024 ($)
    Table 37: Software Development AI Market By Approaches, Revenue & Volume, By Neural networks, 2019-2024 ($)
    Table 38: Software Development AI Market By Approaches, Revenue & Volume, By Fuzzy Logic, 2019-2024 ($)
    Table 39: Software Development AI Market By Approaches, Revenue & Volume, By Ant Colony Optimization (ACO), 2019-2024 ($)
    Table 40: Software Development AI Market By Approaches, Revenue & Volume, By General Algorithm, 2019-2024 ($)
    Table 41: Software Development AI Market, Revenue & Volume, By Applications, 2019-2024 ($)
    Table 42: Software Development AI Market By Applications, Revenue & Volume, By Expert System, 2019-2024 ($)
    Table 43: Software Development AI Market By Applications, Revenue & Volume, By Project Management, 2019-2024 ($)
    Table 44: North America Software Development AI Market, Revenue & Volume, By Programming Languages, 2019-2024 ($)
    Table 45: North America Software Development AI Market, Revenue & Volume, By Development Phases, 2019-2024 ($)
    Table 46: North America Software Development AI Market, Revenue & Volume, By Approaches, 2019-2024 ($)
    Table 47: North America Software Development AI Market, Revenue & Volume, By Applications, 2019-2024 ($)
    Table 48: South america Software Development AI Market, Revenue & Volume, By Programming Languages, 2019-2024 ($)
    Table 49: South america Software Development AI Market, Revenue & Volume, By Development Phases, 2019-2024 ($)
    Table 50: South america Software Development AI Market, Revenue & Volume, By Approaches, 2019-2024 ($)
    Table 51: South america Software Development AI Market, Revenue & Volume, By Applications, 2019-2024 ($)
    Table 52: Europe Software Development AI Market, Revenue & Volume, By Programming Languages, 2019-2024 ($)
    Table 53: Europe Software Development AI Market, Revenue & Volume, By Development Phases, 2019-2024 ($)
    Table 54: Europe Software Development AI Market, Revenue & Volume, By Approaches, 2019-2024 ($)
    Table 55: Europe Software Development AI Market, Revenue & Volume, By Applications, 2019-2024 ($)
    Table 56: APAC Software Development AI Market, Revenue & Volume, By Programming Languages, 2019-2024 ($)
    Table 57: APAC Software Development AI Market, Revenue & Volume, By Development Phases, 2019-2024 ($)
    Table 58: APAC Software Development AI Market, Revenue & Volume, By Approaches, 2019-2024 ($)
    Table 59: APAC Software Development AI Market, Revenue & Volume, By Applications, 2019-2024 ($)
    Table 60: Middle East & Africa Software Development AI Market, Revenue & Volume, By Programming Languages, 2019-2024 ($)
    Table 61: Middle East & Africa Software Development AI Market, Revenue & Volume, By Development Phases, 2019-2024 ($)
    Table 62: Middle East & Africa Software Development AI Market, Revenue & Volume, By Approaches, 2019-2024 ($)
    Table 63: Middle East & Africa Software Development AI Market, Revenue & Volume, By Applications, 2019-2024 ($)
    Table 64: Russia Software Development AI Market, Revenue & Volume, By Programming Languages, 2019-2024 ($)
    Table 65: Russia Software Development AI Market, Revenue & Volume, By Development Phases, 2019-2024 ($)
    Table 66: Russia Software Development AI Market, Revenue & Volume, By Approaches, 2019-2024 ($)
    Table 67: Russia Software Development AI Market, Revenue & Volume, By Applications, 2019-2024 ($)
    Table 68: Israel Software Development AI Market, Revenue & Volume, By Programming Languages, 2019-2024 ($)
    Table 69: Israel Software Development AI Market, Revenue & Volume, By Development Phases, 2019-2024 ($)
    Table 70: Israel Software Development AI Market, Revenue & Volume, By Approaches, 2019-2024 ($)
    Table 71: Israel Software Development AI Market, Revenue & Volume, By Applications, 2019-2024 ($)
    Table 72: Top Companies 2018 (US$)Software Development AI Market, Revenue & Volume
    Table 73: Product Launch 2018-2019Software Development AI Market, Revenue & Volume
    Table 74: Mergers & Acquistions 2018-2019Software Development AI Market, Revenue & Volume
    List of Figures

    Figure 1: Overview of Software Development AI Market 2019-2024
    Figure 2: Market Share Analysis for Software Development AI Market 2018 (US$)
    Figure 3: Product Comparison in Software Development AI Market 2018-2019 (US$)
    Figure 4: End User Profile for Software Development AI Market 2018-2019 (US$)
    Figure 5: Patent Application and Grant in Software Development AI Market 2013-2018* (US$)
    Figure 6: Top 5 Companies Financial Analysis in Software Development AI Market 2018-2019 (US$)
    Figure 7: Market Entry Strategy in Software Development AI Market 2018-2019
    Figure 8: Ecosystem Analysis in Software Development AI Market 2018
    Figure 9: Average Selling Price in Software Development AI Market 2019-2024
    Figure 10: Top Opportunites in Software Development AI Market 2018-2019
    Figure 11: Market Life Cycle Analysis in Software Development AI Market
    Figure 12: GlobalBy Programming LanguagesSoftware Development AI Market Revenue, 2019-2024 ($)
    Figure 13: GlobalBy Development PhasesSoftware Development AI Market Revenue, 2019-2024 ($)
    Figure 14: GlobalBy ApproachesSoftware Development AI Market Revenue, 2019-2024 ($)
    Figure 15: GlobalBy ApplicationsSoftware Development AI Market Revenue, 2019-2024 ($)
    Figure 16: Global Software Development AI Market - By Geography
    Figure 17: Global Software Development AI Market Value & Volume, By Geography, 2019-2024 ($) 
    Figure 18: Global Software Development AI Market CAGR, By Geography, 2019-2024 (%)
    Figure 19: North America Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 20: US Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 21: US GDP and Population, 2018-2019 ($)
    Figure 22: US GDP – Composition of 2018, By Sector of Origin
    Figure 23: US Export and Import Value & Volume, 2018-2019 ($)
    Figure 24: Canada Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 25: Canada GDP and Population, 2018-2019 ($)
    Figure 26: Canada GDP – Composition of 2018, By Sector of Origin
    Figure 27: Canada Export and Import Value & Volume, 2018-2019 ($)
    Figure 28: Mexico Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 29: Mexico GDP and Population, 2018-2019 ($)
    Figure 30: Mexico GDP – Composition of 2018, By Sector of Origin
    Figure 31: Mexico Export and Import Value & Volume, 2018-2019 ($)
    Figure 32: South America Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 33: Brazil Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 34: Brazil GDP and Population, 2018-2019 ($)
    Figure 35: Brazil GDP – Composition of 2018, By Sector of Origin
    Figure 36: Brazil Export and Import Value & Volume, 2018-2019 ($)
    Figure 37: Venezuela Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 38: Venezuela GDP and Population, 2018-2019 ($)
    Figure 39: Venezuela GDP – Composition of 2018, By Sector of Origin
    Figure 40: Venezuela Export and Import Value & Volume, 2018-2019 ($)
    Figure 41: Argentina Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 42: Argentina GDP and Population, 2018-2019 ($)
    Figure 43: Argentina GDP – Composition of 2018, By Sector of Origin
    Figure 44: Argentina Export and Import Value & Volume, 2018-2019 ($)
    Figure 45: Ecuador Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 46: Ecuador GDP and Population, 2018-2019 ($)
    Figure 47: Ecuador GDP – Composition of 2018, By Sector of Origin
    Figure 48: Ecuador Export and Import Value & Volume, 2018-2019 ($)
    Figure 49: Peru Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 50: Peru GDP and Population, 2018-2019 ($)
    Figure 51: Peru GDP – Composition of 2018, By Sector of Origin
    Figure 52: Peru Export and Import Value & Volume, 2018-2019 ($)
    Figure 53: Colombia Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 54: Colombia GDP and Population, 2018-2019 ($)
    Figure 55: Colombia GDP – Composition of 2018, By Sector of Origin
    Figure 56: Colombia Export and Import Value & Volume, 2018-2019 ($)
    Figure 57: Costa Rica Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 58: Costa Rica GDP and Population, 2018-2019 ($)
    Figure 59: Costa Rica GDP – Composition of 2018, By Sector of Origin
    Figure 60: Costa Rica Export and Import Value & Volume, 2018-2019 ($)
    Figure 61: Europe Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 62: U.K Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 63: U.K GDP and Population, 2018-2019 ($)
    Figure 64: U.K GDP – Composition of 2018, By Sector of Origin
    Figure 65: U.K Export and Import Value & Volume, 2018-2019 ($)
    Figure 66: Germany Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 67: Germany GDP and Population, 2018-2019 ($)
    Figure 68: Germany GDP – Composition of 2018, By Sector of Origin
    Figure 69: Germany Export and Import Value & Volume, 2018-2019 ($)
    Figure 70: Italy Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 71: Italy GDP and Population, 2018-2019 ($)
    Figure 72: Italy GDP – Composition of 2018, By Sector of Origin
    Figure 73: Italy Export and Import Value & Volume, 2018-2019 ($)
    Figure 74: France Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 75: France GDP and Population, 2018-2019 ($)
    Figure 76: France GDP – Composition of 2018, By Sector of Origin
    Figure 77: France Export and Import Value & Volume, 2018-2019 ($)
    Figure 78: Netherlands Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 79: Netherlands GDP and Population, 2018-2019 ($)
    Figure 80: Netherlands GDP – Composition of 2018, By Sector of Origin
    Figure 81: Netherlands Export and Import Value & Volume, 2018-2019 ($)
    Figure 82: Belgium Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 83: Belgium GDP and Population, 2018-2019 ($)
    Figure 84: Belgium GDP – Composition of 2018, By Sector of Origin
    Figure 85: Belgium Export and Import Value & Volume, 2018-2019 ($)
    Figure 86: Spain Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 87: Spain GDP and Population, 2018-2019 ($)
    Figure 88: Spain GDP – Composition of 2018, By Sector of Origin
    Figure 89: Spain Export and Import Value & Volume, 2018-2019 ($)
    Figure 90: Denmark Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 91: Denmark GDP and Population, 2018-2019 ($)
    Figure 92: Denmark GDP – Composition of 2018, By Sector of Origin
    Figure 93: Denmark Export and Import Value & Volume, 2018-2019 ($)
    Figure 94: APAC Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 95: China Software Development AI Market Value & Volume, 2019-2024
    Figure 96: China GDP and Population, 2018-2019 ($)
    Figure 97: China GDP – Composition of 2018, By Sector of Origin
    Figure 98: China Export and Import Value & Volume, 2018-2019 ($)Software Development AI Market China Export and Import Value & Volume, 2018-2019 ($)
    Figure 99: Australia Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 100: Australia GDP and Population, 2018-2019 ($)
    Figure 101: Australia GDP – Composition of 2018, By Sector of Origin
    Figure 102: Australia Export and Import Value & Volume, 2018-2019 ($)
    Figure 103: South Korea Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 104: South Korea GDP and Population, 2018-2019 ($)
    Figure 105: South Korea GDP – Composition of 2018, By Sector of Origin
    Figure 106: South Korea Export and Import Value & Volume, 2018-2019 ($)
    Figure 107: India Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 108: India GDP and Population, 2018-2019 ($)
    Figure 109: India GDP – Composition of 2018, By Sector of Origin
    Figure 110: India Export and Import Value & Volume, 2018-2019 ($)
    Figure 111: Taiwan Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 112: Taiwan GDP and Population, 2018-2019 ($)
    Figure 113: Taiwan GDP – Composition of 2018, By Sector of Origin
    Figure 114: Taiwan Export and Import Value & Volume, 2018-2019 ($)
    Figure 115: Malaysia Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 116: Malaysia GDP and Population, 2018-2019 ($)
    Figure 117: Malaysia GDP – Composition of 2018, By Sector of Origin
    Figure 118: Malaysia Export and Import Value & Volume, 2018-2019 ($)
    Figure 119: Hong Kong Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 120: Hong Kong GDP and Population, 2018-2019 ($)
    Figure 121: Hong Kong GDP – Composition of 2018, By Sector of Origin
    Figure 122: Hong Kong Export and Import Value & Volume, 2018-2019 ($)
    Figure 123: Middle East & Africa Software Development AI Market Middle East & Africa 3D Printing Market Value & Volume, 2019-2024 ($)
    Figure 124: Russia Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 125: Russia GDP and Population, 2018-2019 ($)
    Figure 126: Russia GDP – Composition of 2018, By Sector of Origin
    Figure 127: Russia Export and Import Value & Volume, 2018-2019 ($)
    Figure 128: Israel Software Development AI Market Value & Volume, 2019-2024 ($)
    Figure 129: Israel GDP and Population, 2018-2019 ($)
    Figure 130: Israel GDP – Composition of 2018, By Sector of Origin
    Figure 131: Israel Export and Import Value & Volume, 2018-2019 ($)
    Figure 132: Entropy Share, By Strategies, 2018-2019* (%)Software Development AI Market 
    Figure 133: Developments, 2018-2019*Software Development AI Market 
    Figure 134: Company 1 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 135: Company 1 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 136: Company 1 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 137: Company 2 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 138: Company 2 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 139: Company 2 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 140: Company 3 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 141: Company 3 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 142: Company 3 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 143: Company 4 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 144: Company 4 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 145: Company 4 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 146: Company 5 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 147: Company 5 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 148: Company 5 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 149: Company 6 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 150: Company 6 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 151: Company 6 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 152: Company 7 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 153: Company 7 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 154: Company 7 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 155: Company 8 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 156: Company 8 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 157: Company 8 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 158: Company 9 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 159: Company 9 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 160: Company 9 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 161: Company 10 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 162: Company 10 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 163: Company 10 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 164: Company 11 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 165: Company 11 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 166: Company 11 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 167: Company 12 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 168: Company 12 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 169: Company 12 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 170: Company 13 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 171: Company 13 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 172: Company 13 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 173: Company 14 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 174: Company 14 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 175: Company 14 Software Development AI Market Net Sales Share, By Geography, 2018 (%)
    Figure 176: Company 15 Software Development AI Market Net Revenue, By Years, 2018-2019* ($)
    Figure 177: Company 15 Software Development AI Market Net Revenue Share, By Business segments, 2018 (%)
    Figure 178: Company 15 Software Development AI Market Net Sales Share, By Geography, 2018 (%)