Artificial Intelligence Market Forecasts

333 Consumer, Enterprise, Government, and Defense Use Cases for Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Machine Reasoning, and Strong AI across 28 Industry Sectors

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Pages: 48
Tables, Charts,
     & Figures:
269
Publication Date: 4Q 2019
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Artificial intelligence (AI) within the consumer, enterprise, government, and defense sectors is no longer considered a technology that is “nice to have.” Tractica believes the global market has entered a new era where AI is viewed as an essential technology to driving improvements in quality, efficiency, and speed. In some industries, such as consumer services and telecommunications, AI has already become commonplace. Numerous vendors have established client rosters with both Fortune 500 bellwethers and nimble upstarts. Although the market is still nascent and significant work remains to be done before AI becomes a mainstream technology, end users and solutions providers must identify the technologies and use cases where they want to invest in AI.

Tractica has built a taxonomy of more than 330 AI use cases across 28 industry sectors that captures the business-to-business (B2B) software opportunity related to AI. The use cases cover three major meta categories: vision, language, and analytics. Analytics is a major driver for AI and is a continuation of business analytics and classical machine learning (ML) techniques. However, according to Tractica’s analysis, deep learning (DL)-based human perception derived from vision and language is a bigger driver for AI in the long run. Annual global AI software revenue is forecast to grow from $10.1 billion in 2018 to $126.0 billion by 2025.

This Tractica report provides a quantitative assessment of the market opportunity for AI across the consumer, enterprise, government, and defense sectors. The study includes market sizing, segmentation, and forecasts for 333 AI use cases, including more than 200 unique use cases. Tractica has added use cases spread across multiple industries, including energy, manufacturing, retail, consumer, transportation, public sector, media and entertainment, telecommunications, and financial services. We have also removed or combined use cases to better reflect the current and future AI market landscape. Global market forecasts, segmented by use case, technology, geography, revenue type, and meta category, extend through 2025.

Key Questions Addressed:

  • What are the key use cases for AI and which industry sectors will experience the most revenue growth between 2018 and 2025?
  • What are some of the new revenue-generating use cases for AI?
  • What will be the key drivers of AI adoption in each industry and technology category?
  • Which key AI technologies and combinations of technologies will gain the most market traction?
  • How does the growth of AI vary among vision-, language-, and analytics-based use cases?
  • How does global AI software revenue break down between indirect and direct revenue?
  • How will the market opportunity for AI vary by world region?

Who Needs This Report?

  • AI technology companies
  • Software companies
  • Semiconductor and component vendors
  • Service providers and systems integrators
  • End-user organizations deploying AI systems
  • Industry organizations
  • Government agencies
  • Investor community

Table of Contents

  1. Executive Summary
    1. Introduction
    2. Updates
    3. Top 10 Use Cases
    4. Meta-Categorization
  2. Market Issues
    1. Definition of AI
    2. AI Technologies: Definitions and Scope
      1. Revenue
      2. Technologies
    3. Forecast Model
    4. AI Industry Verticals
      1. Advertising
      2. Aerospace
      3. Agriculture
      4. Automotive
      5. Building Automation
      6. Business Services
      7. Construction
      8. Consumer
      9. Defense
      10. Education
      11. Energy
      12. Fashion
      13. Financial Services
        1. Finance
        2. Investment
        3. Insurance
      14. Food & Beverage
      15. Gaming
      16. Healthcare
      17. Information Technology
      18. Legal
      19. Manufacturing
      20. Media and Entertainment
      21. Oil, Gas, and Mining
      22. Public Sector
      23. Real Estate
      24. Retail
      25. Scientific Research
      26. Sports
      27. Telecommunications
      28. Transportation
    5. Updates
      1. Hardware and Services Forecasts
      2. New Use Cases
      3. New/Revised Public Sector Use Cases
        1. Smart City/Governance
        2. Smart City/Safety and Security
        3. Smart City/Energy and Resource Management
        4. Smart City/Healthcare
        5. Transportation
        6. Real Estate
  3. Market Data Highlights
    1. Regional Highlights
      1. North America AI Software Revenue
      2. Europe AI Software Revenue
      3. Asia Pacific AI Software Revenue
      4. Latin America AI Software Revenue
      5. Middle East & Africa AI Software Revenue
    2. Industry Highlights
      1. Current Day: 2018
      2. Long Term Outlook
    3.  Technology Market Highlights
      1. Deep Learning
      2. Machine Learning
      3. Computer Vision
      4. Natural Language Processing
      5. Machine Reasoning
      6. Strong AI
    4. Meta Categorization of AI Revenue
    5. Direct vs. Indirect AI Software Revenue
  4. Acronym and Abbreviation List
  5. Table of Contents
  6. Table of Charts and Figures
  7. Scope of Study, Sources and Methodology, Notes

List of Charts, Figures, and Tables

Charts
  • Annual AI Software Revenue, World Markets: 2018-2025
  • Cumulative AI Software Revenue, Top 10 Use Cases, World Markets: 2018-2025
  • Cumulative AI Software Revenue Share by Meta Category, World Markets: 2018-2025
  • Annual AI Software Revenue by Region, World Markets: 2018-2025
  • AI Software Revenue Share by Industry, World Markets: 2018
  • AI Software Revenue Share by Industry, World Markets: 2025
  • Annual AI Software Revenue by Industry, World Markets: 2018-2025
  • Annual AI Software Revenue by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue by Meta Category, World Markets: 2018-2025
  • AI Software Revenue Share by Meta Category, World Markets: 2018
  • AI Software Revenue Share by Meta Category, World Markets: 2025
  • Annual AI Software Revenue by Type, Direct vs. Indirect, World Markets: 2018-2025
  • Annual AI Software Revenue by Industry, North America: 2018-2025
  • Annual AI Software Revenue by Industry, Europe: 2018-2025
  • Annual AI Software Revenue by Industry, Asia Pacific: 2018-2025
  • Annual AI Software Revenue by Industry, Latin America: 2018-2025
  • Annual AI Software Revenue by Industry, Middle East & Africa: 2018-2025
  • Annual AI Software Revenue by Technology, North America: 2018-2025
  • Annual AI Software Revenue by Technology, Europe: 2018-2025
  • Annual AI Software Revenue by Technology, Asia Pacific: 2018-2025
  • Annual AI Software Revenue by Technology, Latin America: 2018-2025
  • Annual AI Software Revenue by Technology, Middle East & Africa: 2018-2025
  • Annual AI Software Revenue in the Advertising Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Advertising Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Advertising Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Aerospace Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Aerospace Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Aerospace Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Agriculture Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Agriculture Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Agriculture Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Automotive Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Automotive Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Automotive Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Building Automation Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Building Automation Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Building Automation Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in Business Services by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in Business Services by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in Business Services by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Consumer Sector by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Consumer Sector by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Consumer Sector by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Defense Sector by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Defense Sector by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Defense Sector by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Education Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Education Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Education Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Energy Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Energy Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Energy Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Fashion Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Fashion Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Fashion Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Financial Services Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Financial Services Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Financial Services Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Gaming Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Gaming Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Gaming Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Healthcare Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Healthcare Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Healthcare Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Information Technology Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Information Technology Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Information Technology Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Legal Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Legal Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Legal Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Manufacturing Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Manufacturing Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Manufacturing Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Media & Entertainment Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Media & Entertainment Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Media & Entertainment Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Oil, Gas, and Mining Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Oil, Gas, and Mining Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Oil, Gas, and Mining Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Public Sector by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Public Sector by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Public Sector by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Real Estate Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Real Estate Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Real Estate Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Retail Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Retail Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Retail Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Scientific Research Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Scientific Research Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Scientific Research Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Sports Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Sports Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Sports Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Telecommunications Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Telecommunications Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Telecommunications Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Transportation Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Transportation Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Transportation Industry by Use Case, World Markets: 2018-2025
Tables
  • Annual AI Software Revenue by Region, World Markets: 2018-2025
  • Annual AI Software Revenue by Industry, North America: 2018-2025
  • Annual AI Software Revenue by Industry, Europe: 2018-2025
  • Annual AI Software Revenue by Industry, Asia Pacific: 2018-2025
  • Annual AI Software Revenue by Industry, Latin America: 2018-2025
  • Annual AI Software Revenue by Industry, Middle East & Africa: 2018-2025
  • Annual AI Software Revenue by Industry, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue by Industry, World Markets: 2018-2025
  • Annual AI Software Revenue by Technology, North America: 2018-2025
  • Annual AI Software Revenue by Technology, Europe: 2018-2025
  • Annual AI Software Revenue by Technology, Asia Pacific: 2018-2025
  • Annual AI Software Revenue by Technology, Latin America: 2018-2025
  • Annual AI Software Revenue by Technology, Middle East & Africa: 2018-2025
  • Annual AI Software Revenue by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue, All Use Cases, World Markets: 2018-2025
  • AI Software Revenue, Top Use Cases in Descending Order of Cumulative Revenue, World Markets: 2018-2025
  • Annual AI Software Revenue by Meta Category, World Markets: 2018-2025
  • Annual AI Software Revenue by Use Case, Analytics, World Markets: 2018-2025
  • Annual AI Software Revenue by Use Case, Language, World Markets: 2018-2025
  • Annual AI Software Revenue by Use Case, Language and Analytics, World Markets: 2018-2025
  • Annual AI Software Revenue by Use Case, Vision, World Markets: 2018-2025
  • Annual AI Software Revenue by Use Case, Vision and Analytics, World Markets: 2018-2025
  • Annual AI Software Revenue by Use Case, Vision and Language, World Markets: 2018-2025
  • Annual AI Software Revenue by Type, Direct vs. Indirect, World Markets: 2018-2025
  • AI Software Revenue by Type, % Share of Direct vs. Indirect, World Markets: 2018-2025
  • Annual AI Software Revenue by Use Case, Direct Revenue, World Markets: 2018-2025
  • Annual AI Software Revenue by Use Case, Indirect Revenue, World Markets: 2018-2025
  • Annual AI Software Revenue in the Advertising Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Advertising Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Advertising Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Advertising Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Advertising Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Aerospace Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Aerospace Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Aerospace Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Aerospace Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Aerospace Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Agriculture Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Agriculture Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Agriculture Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Agriculture Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Agriculture Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Automotive Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Automotive Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Automotive Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Automotive Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Automotive Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Building Automation Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Building Automation Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Building Automation Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Building Automation Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Building Automation Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in Business Services by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in Business Services by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in Business Services by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in Business Services by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in Business Services by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Construction Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Construction Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Construction Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Construction Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Construction Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Consumer Sector by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Consumer Sector by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Consumer Sector by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Consumer Sector by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Consumer Sector by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Defense Sector by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Defense Sector by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Defense Sector by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Defense Sector by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Defense Sector by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Education Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Education Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Education Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Education Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Education Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Energy Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Energy Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Energy Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Energy Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Energy Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Fashion Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Fashion Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Fashion Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Fashion Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Fashion Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Financial Services Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Financial Services Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Financial Services Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Financial Services Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Financial Services Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Food and Beverage Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Food and Beverage Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Food and Beverage Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Food and Beverage Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Food and Beverage Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Gaming Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Gaming Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Gaming Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Gaming Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Gaming Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Healthcare Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Healthcare Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Healthcare Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Healthcare Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Healthcare Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Information Technology Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Information Technology Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Information Technology Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Information Technology Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Information Technology Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Legal Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Legal Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Legal Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Legal Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Legal Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Manufacturing Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Manufacturing Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Manufacturing Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Manufacturing Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Manufacturing Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Media & Entertainment Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Media & Entertainment Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Media & Entertainment Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Media & Entertainment Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Media & Entertainment Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Oil, Gas, and Mining Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Oil, Gas, and Mining Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Oil, Gas, and Mining Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Oil, Gas, and Mining Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Oil, Gas, and Mining Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Public Sector by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Public Sector by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Public Sector by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Public Sector by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Public Sector by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Real Estate Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Real Estate Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Real Estate Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Real Estate Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Real Estate Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Retail Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Retail Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Retail Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Retail Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Retail Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Scientific Research Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Scientific Research Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Scientific Research Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Scientific Research Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Scientific Research Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Sports Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Sports Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Sports Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Sports Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Sports Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Telecommunications Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Telecommunications Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Telecommunications Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Telecommunications Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Telecommunications Industry by Use Case, World Markets: 2018-2025
  • Annual AI Software Revenue in the Transportation Industry by Region, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Transportation Industry by Region, World Markets: 2018-2025
  • Annual AI Software Revenue in the Transportation Industry by Technology, World Markets: 2018-2025
  • Year-on-Year % Change, AI Software Revenue in the Transportation Industry by Technology, World Markets: 2018-2025
  • Annual AI Software Revenue in the Transportation Industry by Use Case, World Markets: 2018-2025
  • New AI Use Cases: 4Q 2019