Artificial Intelligence for Enterprise Applications

Deep Learning, Machine Learning, Natural Language Processing, Computer Vision, Machine Reasoning, and Strong AI: Global Market Analysis and Forecasts

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Pages: 271
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Publication Date: 1Q 2018
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Enterprises are clearly recognizing the value associated with incorporating artificial intelligence (AI) into their business processes.  The number of proof-of-concept and pilot programs continues to grow, and larger scale commercial deployments of AI technology are being publicized by enterprise organizations around the globe. Indeed, much of the success of AI is due the fact that most tasks currently delegated to AI technology are data-driven and therefore easily measured or benchmarked.  When AI technology is deployed, even during a small pilot program, the benefits can quickly be demonstrated and proven by looking at the performance data.

Tractica analyzed nearly 300 different enterprise AI use cases to create its market forecast, in addition to assessing the underlying meta technological functions being deployed in each use case, including vision, language, and analytics.  Although not every use case may prove out, executives in almost every industry need to consider the potential impact AI will have on their respective business models, bottom lines, and careers.  Tractica projects that that annual revenue for enterprise applications of AI will increase from $3.7 billion worldwide in 2017 to $80.7 billion in 2025.  Some of the key industry sectors already utilizing AI include business services, government, automotive, retail, and advertising.  However, it is clear that AI is being adopted by a much broader range of industries, many of which use similar use cases and strategies for harnessing AI to solve specific business problems.

This Tractica report examines the practical application of AI within commercial enterprises, providing a comprehensive analysis of use cases, business models, market drivers and barriers, technology issues, and the evolving market ecosystem.  Detailed market forecasts provide a quantification of the opportunity by technology sector, world region, and industry for AI software, hardware, and services.  The report includes detailed profiles of 48 key industry players.

Key Questions Addressed:

  • What are the top AI use cases that will generate commercial revenue?
  • In which industries will AI be deployed?
  • What underlying technologies will be utilized to enable each use case?
  • What are some of the leading companies currently active in the AI space?
  • What is the revenue potential for AI software, hardware, and services for each use case?

Who Needs This Report?

  • Enterprise software companies
  • AI technology and platform companies
  • Semiconductor and component manufacturers
  • Service providers and systems integrators
  • Enterprise organizations deploying AI solutions
  • Government agencies
  • Investor community

Table of Contents

  1. Executive Summary
    1. Introduction
    2. Market Drivers
    3. Market Barriers
    4. Technologies
    5. Market Forecast
  2. Market Issues
    1. Market Drivers
      1. Larger Data Sets
      2. Significant Improvement in Machine Learning Algorithms
      3. Advances in Hardware
        1. Segmentation by Architecture
      4. Alignment of Technological Capabilities
    2. Market Barriers
      1. Over-Hyped and Over-Sold
      2. Unrealistic Expectations
      3. Social Controversy
      4. Societal Backlash
      5. Need for Accurate Data
      6. The Infancy of Neuroscience
      7. Lack of Experienced Talent
      8. Change Management Issues
      9. Market Barrier Conclusions
    3. Monetization and New Business Models
      1. Business Models
    4. Enterprise Use Cases
      1. Advertising
        1. Ad Insertions into Images and Video
        2. Human Emotion Analysis
        3. Interactive Window Displays
        4. Performance Reporting and Analytics of Ad Campaigns
        5. Querying Image Content
        6. Static Image Recognition, Classification, And Tagging
        7. Targeted Advertising Using Multi-Domain Customer Data (Social, Web, Context)
        8. Video Content Analysis
        9. Voice/Speech Recognition
      2. Aerospace
        1. Localization and Mapping (Aircraft and Drones)
        2. Machine/Vehicular Object Detection/ Identification/Avoidance (Aircraft, Drones, and Satellites)
        3. Predictive Maintenance (Aircraft, Drones, and Satellites)
        4. Sensor Data Fusion in Machinery (Aircraft, Drones, and Satellites)
        5. Swarming Drones
        6. Vehicle Network and Data Security (Aircraft, Drones, and Satellites)
        7. Weather Forecasting
      3. Agriculture
        1. Food Safety
        2. Livestock Management
        3. Machine/Vehicular Object Detection/ Identification/Avoidance
        4. Satellite Imagery for Geo-Analytics
        5. Sensor Data Analytics
        6. Sensor Data Fusion in Machinery
        7. Localization and Mapping
        8. Weather Forecasting
        9. Weed Identification
      4. Automotive
        1. Automated On-Road Customer Service
        2. Building Generative Models of the Real World
        3. Driver Face Analytics and Emotion Recognition
        4. Gesture Recognition
        5. Machine/Vehicular Object Detection/ Identification/Avoidance
        6. Personalized Services in Cars
        7. Predicting Demand for On-Demand Taxis
        8. Predictive Maintenance
        9. Sensor Data Fusion in Machinery
        10. Simulating Worlds for Artificial Intelligence Training
        11. Surge Pricing for On-Demand Taxis
        12. Localization and Mapping
        13. Vehicle Network and Data Security
        14. Virtual Testing and Simulation for Racing Cars
      5. Building Automation
        1. Building Automation and Energy Management
      6. Business Services
        1. Agent-Based Simulations for Decision Making
        2. Audio and Video Mining
        3. Automated Report Generation
        4. Automated Workforce Scheduling
        5. Chatbot-Based Brand/Service Interactions
        6. Chatbot-Based E-Commerce and Sales
        7. Crowdsourced Market Research
        8. Enterprise Chatbots for Productivity and Collaboration
        9. Intelligent Customer Relationship Management Systems
        10. Intelligent Recruiting and Human Resources Systems
        11. Prevention against Cybersecurity Threats
        12. Procurement Management
        13. Project and Stakeholder Management
        14. Real-Time News Analysis and Competitive Intelligence
        15. Social Media Publishing and Management
        16. Travel Concierge and Booking Services
        17. Workflow and Project Management
      7. Construction
        1. Satellite Imagery for Geo-Analytics
      8. Education
        1. Personalized Tutoring and Adaptive Learning
        2. Automated CliffsNotes, Study Notes, and Quiz Generators
        3. Automated Grading of Tests
        4. Education for Autistic and Speech-Deficient Children
        5. Foreign Language Tutoring
        6. Spoken Fluency Evaluation
        7. Textual Question Answering
      9. Energy
        1. Satellite Imagery for Geo-Analytics
        2. Weather Forecasting
      10. Fashion
        1. Fashion Trend Prediction
      11. Finance
        1. Automated Credit Scoring
        2. Automated Report Generation
        3. Biometric Identification
        4. Converting Paperwork into Digital Assets
        5. Patient Data Processing
        6. Employee Expense Management
        7. Loan Analysis
        8. Personal Financial Advisor
        9. Risk Assessment and Compliance
        10. Tax Filing and Processing
        11. Transaction Fraud Detection
      12. Gaming
        1. Create Dynamic and Interactive Video Game Experiences
      13. Government
        1. Agent-Based Simulations for Decision Making
        2. Behavioral Analytics
        3. Converting Paperwork into Digital Assets
        4. Crowd Analytics
        5. Dialect Classification
        6. Disaster and Emergency Management
        7. Facial Recognition
        8. Object Detection for Surveillance
        9. Predicting Social Unrest and Geopolitical Events
        10. Real-Time Video Analytics
        11. Sentiment Analysis
        12. Social Media Bots
        13. Street Lighting
        14. Traffic Light Management
        15. Waste Sorting and Recycling
        16. Weather Forecasting
      14. Healthcare
        1. Automated Report Generation
        2. Bio-Marker Discovery
        3. Clustering and Phenotype Discovery
        4. Computational Drug Discovery
        5. Converting Paperwork into Digital Assets
        6. Facial Recognition
        7. Genomic Data Mapping and Analysis for Personalized Healthcare and Precision Medicine
        8. Hospital Patient Management System
        9. Market Intelligence for Life Sciences
        10. Medical Diagnosis Assistance
        11. Medical Image Analysis
        12. Medical Treatment Recommendation
        13. Medication Compliance for Clinical Trials and General Usage
        14. Methods for Monitoring Vitals
        15. Mining, Processing, and Making Sense of Clinical Notes
        16. Patient Data Processing
        17. Portable and Low-Cost Ultrasound Device
        18. Predicting Illness and Patient Outcomes
        19. Text Classification and Mining for Biomedical Literature
        20. Virtual Assistants for Doctors
        21. Virtual Assistants for Patients
      15. Information Technology
        1. Automated Code Development
        2. Computer-Aided Design
        3. Mobile Application Development
        4. Network/Information Technology Operations Monitoring and Management
        5. Simulating Worlds for Artificial Intelligence Training
        6. Software Code Error Checking
        7. Website Creation
      16. Investment
        1. Algorithmic Trading Strategy Performance Improvement
        2. Financial Search Engine
        3. Market Intelligence and Data Analytics for Investment
        4. Satellite Imagery for Geo-Analytics
      17. Legal
        1. Automated Report Generation
        2. Contract Analysis
        3. Legal Document Review and Research
      18. Life Sciences
        1. Create Synthetic Life Forms
      19. Logistics
        1. Demand Forecasting for Warehouse and Supply Chain
        2. Machine/Vehicular Object Detection/ Identification/Avoidance
        3. Localization and Mapping
        4. Satellite Imagery for Geo-Analytics
        5. Supply Chain and Logistics (Freight Transport, Retail)
        6. Weather Forecasting
      20. Manufacturing
        1. 3D Printing Arm Control
        2. Machine/Vehicular Object Detection/ Identification/Avoidance
        3. Predictive Maintenance
        4. Real-Time Video Analytics
        5. Localization and Mapping
        6. Sensor Data Fusion in Machinery
        7. Voice/Speech Recognition
      21. Media and Entertainment
        1. Algorithmic News Stories
        2. Audio and Video Mining
        3. Film Scene Structure
        4. Gesture Recognition
        5. Human Emotion Analysis
        6. Music Production and Generation
        7. News and Feed Curation for Consumers
        8. Simulating Crowds
        9. Social Media Publishing and Management
        10. Video Editing
      22. Oil, Gas, and Mining
        1. Automated Report Generation
        2. Oil Production Optimization
      23. Real Estate
        1. Real Estate Development Optimization
      24. Retail
        1. Behavioral Analytics
        2. Clothes Sizing and Fitting
        3. Crowd Analytics
        4. Intelligent CRM Systems
        5. Predictive Analytics for Retail
        6. Sentiment Analysis
        7. Supermarket Shelf Analytics
        8. Visual Search-Based E-Commerce
        9. Weather Forecasting
      25. Sports
        1. Athlete Fitness, Sleep Monitoring, and Performance Optimization
        2. Biomarker-Based Athlete Performance Optimization
        3. Game Outcome Predictions for Betting
        4. Sports Statistics Analysis and Search
        5. Sports Teams Players Selection
      26. Telecommunications
        1. Predictive Maintenance
        2. Prevention against Cybersecurity Threats
        3. Improve Customer Experience Management
        4. Fraud Mitigation
        5. Intelligent Customer Relationship Management Systems
      27. Transportation
        1. Machine/Vehicular Object Detection/ Identification/Avoidance
        2. Predicting Traffic Density
        3. Sensor Data Fusion in Machinery (Ships, Unmanned Ships)
        4. Localization and Mapping
        5. Vehicle Network and Data Security
        6. Weather Forecasting
  3. Technology Issues
    1. Definition of Artificial Intelligence
    2. A High-Level Description of Artificial Intelligence
      1. Machine Learning
      2. Deep Learning
      3. Natural Language Processing
      4. Computer Vision
      5. Machine Reasoning
      6. Strong AI
    3. History of Machine Learning
    4. History of Deep Learning
    5. The Difference between Machine Learning and Deep Learning
    6. Structured Data versus Unstructured Data
    7. Supervised versus Unsupervised Learning
    8. Known Knowledge versus Unknown Knowledge
    9. An Example of Machine Learning
    10. An Example of Deep Learning
    11. Natural Language Processing
      1. Virtual Assistants Are the High Ground
        1. Amazon Alexa Voice Service
        2. Apple Siri
        3. Baidu Duer
        4. Microsoft Cortana
        5. Google Now
        6. Understanding What Will Drive the Market from Here
    12. Speech Recognition
    13. Computer Vision
    14. Machine Reasoning
    15. Predictive Application Programming Interfaces
    16. Sensors
    17. Technologies Not Considered in This Report
      1. Avionics
    18. Future Directions
      1. The Next Wave
      2. Maintenance and Recovery
      3. Artificial Intelligence Is Not Suitable for Some Kinds of Problems
      4. The Larger Impact
  4. Key Industry Players
    1. Automat AI
    2. Chronocam
    3. SapientRazorfish
    4. AES Corporation
    5. Darktrace
    6. Fashwell AG
    7. Humley
    8. Inbenta
    9. Cobalt Speech
    10. Converus
    11. Luminoso
    12. Appier
    13. IPsoft
    14. Daisy Intelligence
    15. Cogent Labs
    16. Onfido
    17. Interactions
    18. Voyager Labs
    19. IBM
    20. Microsoft
    21. Facebook
    22. Google
    23. Baidu
    24. NVIDIA
    25. Rocket Fuel
    26. Dstillery
    27. Prism Skylabs
    28. Continental AG
    29. Tesla Motors
    30. Mobileye
    31. Lending Club
    32. Kabbage
    33. Coursera
    34. Knewton
    35. Bloomberg
    36. FinGenius
    37. Medtronic
    38. Apple
    39. Intel
    40. NEC
    41. Qualcomm
    42. Salesforce
    43. DataMinr
    44. Roche Holding AG
    45. Cognitive Scale
    46. Declara
    47. AiCure
    48. Sailthru
  5. Market Forecasts
    1. Forecast Methodology
    2. Global Artificial Intelligence Market Forecasts
    3. Enterprise Artificial Intelligence Revenue by Industry
    4. Enterprise Artificial Intelligence Revenue by Technology
    5. Artificial Intelligence-Driven Revenue Streams
      1. Artificial Intelligence-Driven Services
        1. Artificial Intelligence-Driven Installation Services
        2. Artificial Intelligence-Driven Training
        3. Artificial Intelligence-Driven Customization Services
        4. Artificial Intelligence-Driven Application Integration Services
        5. Artificial Intelligence-Driven Maintenance and Support Services
      2. Artificial Intelligence-Driven Hardware Revenue
        1. Artificial Intelligence-Driven Cloud Revenue
        2. Artificial Intelligence-Driven Graphics Processing Unit Chip Revenue
        3. Artificial Intelligence-Driven CPU/ASIC/FPGA Revenue
        4. Artificial Intelligence-Driven Network Product Revenue
        5. Artificial Intelligence-Driven Storage Device Revenue
    6. Artificial Intelligence Revenue by Industry Segment
      1. Artificial Intelligence in the Advertising Industry
      2. Artificial Intelligence in the Aerospace Industry
      3. Artificial Intelligence in the Agriculture Industry
      4. Artificial Intelligence in the Automotive Industry
      5. Artificial Intelligence in the Building Automation Industry
      6. Artificial Intelligence in Business
      7. Artificial Intelligence in the Education Industry
      8. Artificial Intelligence in the Fashion Industry
      9. Artificial Intelligence in the Finance Industry
      10. Artificial Intelligence in the Gaming Industry
      11. Artificial Intelligence in Government
      12. Artificial Intelligence in the Healthcare Industry
      13. Artificial Intelligence in the Information Technology Industry
      14. Artificial Intelligence in the Investment Industry
      15. Artificial Intelligence in the Legal Industry
      16. Artificial Intelligence in the Life Sciences Industry
      17. Artificial Intelligence in the Logistics Industry
      18. Artificial Intelligence in the Manufacturing Industry
      19. Artificial Intelligence in the Media & Entertainment Industry
      20. Artificial Intelligence in the Oil, Gas, and Mining Industry
      21. Artificial Intelligence in the Real Estate Industry
      22. Artificial Intelligence in the Retail Industry
      23. Artificial Intelligence in the Sports and Fitness Industry
      24. Artificial Intelligence in the Telecommunications Industry
      25. Artificial Intelligence in the Transportation Industry
    7. Artificial Intelligence Revenue Forecasts by Technology
      1. Machine Learning
      2. Deep Learning
      3. Natural Language Processing
      4. Computer Vision
      5. Machine Reasoning
      6. Strong AI
    8. Enterprise Artificial Intelligence-Driven Hardware Revenue
      1. Enterprise Artificial Intelligence-Driven Hardware Revenue by Technology Category
      2. Enterprise Artificial Intelligence-Driven Cloud Services Revenue by Region
      3. Enterprise Artificial Intelligence-Driven Chipset Revenue by Region
      4. Enterprise Artificial Intelligence-Driven GPU Revenue by Region
      5. Enterprise Artificial Intelligence-Driven Network Product Revenue by Region
      6. Enterprise Artificial Intelligence-Driven Storage Device Revenue by Region
    9. Enterprise Artificial Intelligence-Driven Services Revenue
      1. Enterprise Artificial Intelligence-Driven Installation Services Revenue by Region
      2. Enterprise Artificial Intelligence-Driven Training Revenue by Region
      3. Enterprise Artificial Intelligence-Driven Customization Revenue by Region
      4. Enterprise Artificial Intelligence-Driven Application Integration Services Revenue by Region
      5. Enterprise Artificial Intelligence-Driven Maintenance and Support Services Revenue by Region
    10. Enterprise Artificial Intelligence-Revenue by Meta Categorization
      1. Artificial Intelligence Revenue by Top 10 Meta Categorization and Use Cases, Analytics
      2. Artificial Intelligence Revenue by Meta Categorization and Use Cases, Language
      3. Artificial Intelligence Revenue by Meta Categorization and Use Cases, Language and Analytics
      4. Artificial Intelligence Revenue by Meta Categorization and Use Cases, Vision
      5. Artificial Intelligence Revenue by Meta Categorization and Use Cases, Vision and Analytics
      6. Artificial Intelligence Revenue by Meta Categorization and Use Cases, Vision and Language
  6. Recommendations and Conclusion
    1. Key Findings
    2. Recommendations for Potential Customers
    3. Recommendations for Technology Vendors
    4. Conclusion
  7. Company Directory
  8. Acronym and Abbreviation List
  9. Table of Contents
  10. Table of Charts and Figures
  11. Scope of Study, Sources and Methodology, Notes

List of Charts, Figures, and Tables

Charts
  • Enterprise AI Revenue by Region, World Markets: 2016-2025
  • Enterprise AI Revenue by Region, World Markets: 2016-2025
  • Enterprise AI Revenue by Industry, World Markets: 2016
  • Enterprise AI Revenue by Technology, World Markets: 2016
  • Enterprise AI-Driven Services Revenue by Service Category, World Markets: 2016-2025
  • Enterprise AI-Driven Installation Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Training Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Customization Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Application Integration Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Maintenance and Support Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Hardware Revenue by Technology Category, World Markets: 2016-2025
  • Enterprise AI-Driven Cloud Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven GPU Chip Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven CPU/ASIC/FPGA Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Network Product Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Storage Device Revenue by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Advertising Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Aerospace Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Agriculture Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Automotive Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Building Automation Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in Business by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Education Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Fashion Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Finance Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Gaming Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in Government by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Healthcare Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Information Technology Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Investment Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Legal Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Life Sciences Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Logistics Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Manufacturing Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Media & Entertainment Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Oil, Gas, and Mining Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Real Estate Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Retail Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Sports and Fitness Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Telecommunications Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Transportation Industry by Region, World Markets: 2016-2025
  • Enterprise Machine Learning Revenue by Region, World Markets: 2016-2025
  • Enterprise Deep Learning Revenue by Region, World Markets: 2016-2025
  • Enterprise Natural Language Processing Revenue by Region, World Markets: 2016-2025
  • Enterprise Computer Vision Revenue by Region, World Markets: 2016-2025
  • Enterprise Machine Reasoning Revenue by Region, World Markets: 2016-2025
  • Enterprise Strong AI Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Hardware Revenue by Technology Category, World Markets: 2016-2025
  • Enterprise AI-Driven Cloud Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven CPU/ASIC/FPGA Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven GPU Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Network Product Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Storage Device Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Services Revenue by Service Category, World Markets: 2016-2025
  • Enterprise AI-Driven Cloud Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Training Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Customization Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Application Integration Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Maintenance and Support Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI Revenue by Meta Categorization, World Markets: 2016-2025
  • AI Revenue by Top 10 Meta Categorization and Use Cases, Analytics, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Language, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Language and Analytics, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Vision, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Vision and Analytics, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Vision and Language, World Markets: 2016-2025
Figures
  • Machine Learning Algorithm Example
  • Deep Learning Algorithm Example
Tables
  • Enterprise AI Revenue by Region, World Markets: 2016-2025
  • Enterprise AI Revenue by Industry, World Markets: 2016-2025
  • Enterprise AI Revenue in the Advertising Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Aerospace Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Agriculture Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Automotive Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Building Automation Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in Business by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Education Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Fashion Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Finance Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Gaming Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in Government by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Healthcare Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Information Technology Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Investment Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Legal Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Life Sciences Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Logistics Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Manufacturing Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Media & Entertainment Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Oil, Gas, and Mining Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Real Estate Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Retail Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Sports and Fitness Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Telecommunications Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue in the Transportation Industry by Region, World Markets: 2016-2025
  • Enterprise AI Revenue by Technology, World Markets: 2016-2025
  • Enterprise Machine Learning Revenue by Region, World Markets: 2016-2025
  • Enterprise Deep Learning Revenue by Region, World Markets: 2016-2025
  • Enterprise Natural Language Processing Revenue by Region, World Markets: 2016-2025
  • Enterprise Computer Vision Revenue by Region, World Markets: 2016-2025
  • Enterprise Machine Reasoning Revenue by Region, World Markets: 2016-2025
  • Enterprise Strong AI Revenue by Region, World Markets: 2016-2025
  • Enterprise AI Revenue by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Advertising Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Aerospace Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Agriculture Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Automotive Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Building Automation Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in Business by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Education Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Fashion Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Finance Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Gaming Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in Government by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Healthcare Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Information Technology Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Investment Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Legal Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Life Sciences Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Logistics Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Manufacturing Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Media & Entertainment Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Oil, Gas, and Mining Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Real Estate Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Retail Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Sports and Fitness Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Telecommunications Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI Revenue in the Transportation Industry by Region and Technology, World Markets: 2016-2025
  • Enterprise AI-Driven Hardware Revenue by Technology Category, World Markets: 2016-2025
  • Enterprise AI-Driven Cloud Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven CPU/ASIC/FPGA Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven GPU Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Network Product Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Storage Device Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Services Revenue by Service Category, World Markets: 2016-2025
  • Enterprise AI-Driven Installation Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Training Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Customization Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Application Integration Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI-Driven Maintenance and Support Services Revenue by Region, World Markets: 2016-2025
  • Enterprise AI Revenue by Meta Categorization, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Analytics, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Language, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Language and Analytics, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Vision, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Vision and Analytics, World Markets: 2016-2025
  • AI Revenue by Meta Categorization and Use Case, Vision and Language, World Markets: 2016-2025
  • Additional Industry Participants