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市場調查報告書

人工智能 (AI)的利用案例:消費者、企業、政府市場上的利用案例的說明、實例、市場規模、預測

Artificial Intelligence Use Cases: 215 Use Case Descriptions, Examples, Market Sizing and Forecasts Across Enterprise, Consumer, and Government Markets

出版商 Tractica 商品編碼 545518
出版日期 內容資訊 英文 214 Pages; 329 Tables, Charts & Figures
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人工智能 (AI)的利用案例:消費者、企業、政府市場上的利用案例的說明、實例、市場規模、預測 Artificial Intelligence Use Cases: 215 Use Case Descriptions, Examples, Market Sizing and Forecasts Across Enterprise, Consumer, and Government Markets
出版日期: 2017年08月23日 內容資訊: 英文 214 Pages; 329 Tables, Charts & Figures
簡介

AI (人工智能) 軟體由直接、間接應用生成的年度收益,預計從2016年的14億美元,到2025年擴大到598億美元。

本報告提供消費者,各產品部門企業,及政府市場上200件以上的AI利用案例相關的總括性調查,各利用案例的收益預測。

第1章 摘要整理

第2章 人工智能 (AI)的利用案例

  • 概要
  • 廣告
  • 航太
  • 農業
  • 汽車
  • 建築自動化
  • 商務服務
  • 建設
  • 消費者
  • 防衛
  • 教育
  • 能源
  • 流行
  • 金融
  • 遊戲
  • 政府
  • 醫療
  • IT
  • 投資
  • 法律
  • 生命科學
  • 物流
  • 製造
  • 媒體、娛樂
  • 石油,天然氣,及採礦
  • 不動產
  • 零售
  • 運動
  • 通訊
  • 運輸

第3章 建議、結論

  • 建議
  • 結論

第4章 縮寫、簡稱清單

第5章 目錄

第6章 圖表

第7章 調查範圍、來源、手法、註記

圖表

目錄
Product Code: AIUC-17

Vast amounts of data, faster processing power, and increasingly smarter algorithms are powering artificial intelligence (AI) applications and use cases across consumer, enterprise, and government markets around the world, enabling machines to speak, listen, move, and make decisions in unprecedented ways. As AI technologies and deployments sweep through virtually every industry, a wide range of use cases are beginning to illustrate the potential business opportunities, attract investment, and inspire changes to existing business processes while pointing the way to new business models.

Tractica's analysis indicates that the opportunity for AI spans a wide range of industries and geographies and is particularly disruptive in highly domain-specific markets with high-volume data needs and ontologies, as well as those with growing applications for machine perception. From autonomous robots to algorithmic news stories, from product recommendations to processing patient data, and from virtual assistants to voice recognition, AI is widely considered one of, if not the next big technological shift, on par with past shifts like the industrial revolution, the computer age, and the smartphone revolution. Tractica forecasts that annual revenue generated from the direct and indirect application of AI software will increase from $1.4 billion in 2016 to $59.8 billion by 2025.

This Tractica report provides a comprehensive examination of more than 200 discrete AI use cases across the consumer, enterprise, and government markets. The report defines, contextualizes, and offers real-world examples and revenue forecasts for each use case, organized by industry sector. It serves as a referential compendium to Tractica's ongoing market forecasting of the AI space, offering an overview and analysis for each use case included in the model. As applications are analyzed in depth, the report also identifies common themes across the broader AI market.

Key Market Forecasts

  • Artificial Intelligence Software Revenue, World Markets: 2016-2025
  • Artificial Intelligence Software Revenue, Top 10 Use Cases, World Markets: 2025
  • Artificial Intelligence Software Revenue by Use Case, World Markets: 2016-2025

Technologies

  • Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Computer Vision
  • Machine Reasoning
  • Strong AI

Industry Sectors

  • Advertising
  • Aerospace
  • Agriculture
  • Automotive
  • Building Automation
  • Business Services
  • Construction
  • Consumer
  • Defense
  • Education
  • Energy
  • Fashion
  • Finance
  • Gaming
  • Government
  • Healthcare
  • Information Technology
  • Investment
  • Legal
  • Life Sciences
  • Logistics
  • Manufacturing
  • Media & Entertainment
  • Oil, Gas and Mining
  • Real Estate
  • Retail
  • Sports
  • Telecommunications
  • Transportation

Geographies

  • North America
  • Europe
  • Asia Pacific
  • Latin America
  • Middle East and Africa

Table of Contents

1. Executive Summary

  • 1.1. Introduction
  • 1.2. Artificial Intelligence Expands Across Industries
  • 1.3. Market Forecast
    • 1.3.1. Total Revenue for Artificial Intelligence
    • 1.3.2. Top 10 Use Cases for Artificial Intelligence

2. Artificial Intelligence Use Cases

  • 2.1. Overview
  • 2.2. Advertising
    • 2.2.1. Ad Insertions into Images and Video
    • 2.2.2. Human Emotion Analysis
    • 2.2.3. Interactive Window Displays
    • 2.2.4. Performance Reporting and Analytics of Ad Campaigns
    • 2.2.5. Querying Image Content
    • 2.2.6. Static Image Recognition, Classification, and Tagging
    • 2.2.7. Targeted Advertising Using Multi-Domain Customer Data (Social, Web, Context)
    • 2.2.8. Video Content Analysis
    • 2.2.9. Voice/Speech Recognition
  • 2.3. Aerospace
    • 2.3.1. Localization and Mapping (Aircraft and Drones)
    • 2.3.2. Machine/Vehicular Object Detection/Identification/Avoidance (Aircraft, Drones, Satellites)
    • 2.3.3. Predictive Maintenance (Aircraft, Drones, Satellites)
    • 2.3.4. Sensor Data Fusion in Machinery (Aircraft, Drones, Satellites)
    • 2.3.5. Swarming Drones
    • 2.3.6. Vehicle Network and Data Security (Aircraft, Drones, Satellites)
    • 2.3.7. Weather Forecasting
  • 2.4. Agriculture
    • 2.4.1. Food Safety
    • 2.4.2. Livestock Management
    • 2.4.3. Machine/Vehicular Object Detection/Identification/Avoidance
    • 2.4.4. Satellite Imagery for Geo-Analytics
    • 2.4.5. Sensor Data Analytics
    • 2.4.6. Sensor Data Fusion in Machinery
    • 2.4.7. Localization and Mapping
    • 2.4.8. Weather Forecasting
    • 2.4.9. Weed Identification
  • 2.5. Automotive
    • 2.5.1. Automated On-Road Customer Service
    • 2.5.2. Building Generative Models of the Real World
    • 2.5.3. Driver Face Analytics and Emotion Recognition
    • 2.5.4. Gesture Recognition
    • 2.5.5. Machine/Vehicular Object Detection/Identification/Avoidance
    • 2.5.6. Personalized Services in Cars
    • 2.5.7. Truck Platooning
    • 2.5.8. Predicting Demand for On-Demand Taxis
    • 2.5.9. Predictive Maintenance
    • 2.5.10. Sensor Data Fusion in Machinery
    • 2.5.11. Simulating Worlds for Artificial Intelligence Training
    • 2.5.12. Surge Pricing for On-Demand Taxis
    • 2.5.13. Localization and Mapping
    • 2.5.14. Vehicle Network and Data Security
    • 2.5.15. Virtual Testing and Simulation for Racing Cars
  • 2.6. Building Automation
    • 2.6.1. Building Automation and Energy Management
  • 2.7. Business Services
    • 2.7.1. Agent-Based Simulations for Decision-Making
    • 2.7.2. Audio and Video Mining
    • 2.7.3. Automated Report Generation
    • 2.7.4. Automated Workforce Scheduling
    • 2.7.5. Chatbot-Based Brand/Service Interactions
    • 2.7.6. Chatbot-Based E-Commerce and Sales
    • 2.7.7. Crowdsourced Market Research
    • 2.7.8. Enterprise Chatbots for Productivity and Collaboration
    • 2.7.9. Intelligent Customer Relationship Management Systems
    • 2.7.10. Intelligent Recruiting and Human Resources Systems
    • 2.7.11. Prevention Against Cybersecurity Threats
    • 2.7.12. Procurement Management
    • 2.7.13. Project and Stakeholder Management
    • 2.7.14. Real-Time News Analysis and Competitive Intelligence
    • 2.7.15. Social Media Publishing and Management
    • 2.7.16. Travel Concierge and Booking Services
    • 2.7.17. Workflow and Project Management
  • 2.8. Construction
    • 2.8.1. Satellite Imagery for Geo-Analytics
  • 2.9. Consumer
    • 2.9.1. Automated Tour Guide and Itinerary Service
    • 2.9.2. Building Generative Models of the Real World
    • 2.9.3. Calendar, Meeting, Event Scheduling, and Reminders
    • 2.9.4. Child Behavioral Analytics
    • 2.9.5. Computer-Aided Art
    • 2.9.6. Contextual Intelligence for Mobile
    • 2.9.7. Facial Recognition
    • 2.9.8. Language Translation Services
    • 2.9.9. Local Search and Discovery
    • 2.9.10. Movie Recommendations
    • 2.9.11. Music Recommendations
    • 2.9.12. Machine/Vehicular Object Detection/Identification/Avoidance
    • 2.9.13. Personalized Health, Fitness, and Wellness Improvement
    • 2.9.14. Predictive Typing Assistant
    • 2.9.15. Product Recommendations
    • 2.9.16. Relationships and Matchmaking
    • 2.9.17. Search Engine Queries
    • 2.9.18. Smart Oven Control with Food Recognition
    • 2.9.19. Social Media Feed Curation
    • 2.9.20. Static Image Recognition, Classification, and Tagging
    • 2.9.21. Text-Based Automated Bots
    • 2.9.22. Travel Concierge and Booking Service
    • 2.9.23. Voice/Speech Recognition
  • 2.10. Defense
    • 2.10.1. Agent-Based Simulations for Decision-Making
    • 2.10.2. Localization and Mapping (Aircraft and Drones)
    • 2.10.3. Machine/Vehicular Object Detection/Identification/Avoidance (Defense Aircraft and Drones)
    • 2.10.4. Predictive Maintenance (Defense Aircraft, Drones, Satellites)
    • 2.10.5. Prevention Against Cybersecurity Threats
    • 2.10.6. Satellite Imagery for Geo-Analytics
    • 2.10.7. Sensor Data Fusion in Machinery (Defense Aircraft, Drones, Satellites)
    • 2.10.8. Swarming Drones
    • 2.10.9. Vehicle Network and Data Security (Defense Aircraft, Drones, Satellites)
  • 2.11. Education
    • 2.11.1. Personalized Tutoring and Adaptive Learning
    • 2.11.2. Automated CliffsNotes, Study Notes, and Quiz Generators
    • 2.11.3. Automated Grading of Tests
    • 2.11.4. Education for Autistic and Speech Deficient Children
    • 2.11.5. Foreign Language Tutoring
    • 2.11.6. Spoken Fluency Evaluation
    • 2.11.7. Textual Question Answering
  • 2.12. Energy
    • 2.12.1. Satellite Imagery for Geo-Analytics
    • 2.12.2. Weather Forecasting
  • 2.13. Fashion
    • 2.13.1. Fashion Trend Prediction
  • 2.14. Finance
    • 2.14.1. Automated Credit Scoring
    • 2.14.2. Automated Report Generation
    • 2.14.3. Biometric Identification
    • 2.14.4. Converting Paperwork into Digital Assets
    • 2.14.5. Patient Data Processing
    • 2.14.6. Employee Expense Management
    • 2.14.7. Loan Analysis
    • 2.14.8. Personal Financial Advisor
    • 2.14.9. Risk Assessment and Compliance
    • 2.14.10. Tax Filing and Processing
    • 2.14.11. Transaction Fraud Detection
  • 2.15. Gaming
    • 2.15.1. Create Dynamic and Interactive Video Game Experiences
  • 2.16. Government
    • 2.16.1. Agent-Based Simulations for Decision-Making
    • 2.16.2. Behavioral Analytics
    • 2.16.3. Converting Paperwork into Digital Assets
    • 2.16.4. Crowd Analytics
    • 2.16.5. Dialect Classification
    • 2.16.6. Disaster and Emergency Management
    • 2.16.7. Facial Recognition
    • 2.16.8. Object Detection for Surveillance
    • 2.16.9. Predicting Social Unrest and Geopolitical Events
    • 2.16.10. Real-Time Video Analytics
    • 2.16.11. Sentiment Analysis
    • 2.16.12. Social Media Bots
    • 2.16.13. Street Lighting
    • 2.16.14. Traffic Light Management
    • 2.16.15. Waste Sorting and Recycling
    • 2.16.16. Weather Forecasting
  • 2.17. Healthcare
    • 2.17.1. Automated Report Generation
    • 2.17.2. Bio-Marker Discovery
    • 2.17.3. Clustering and Phenotype Discovery
    • 2.17.4. Computational Drug Discovery
    • 2.17.5. Converting Paperwork Into Digital Assets
    • 2.17.6. Facial Recognition
    • 2.17.7. Genomic Data Mapping and Analysis for Personalized Healthcare and Precision Medicine
    • 2.17.8. Hospital Patient Management System
    • 2.17.9. Market Intelligence for Life Sciences
    • 2.17.10. Medical Diagnosis Assistance
    • 2.17.11. Medical Image Analysis
    • 2.17.12. Medical Treatment Recommendation
    • 2.17.13. Medication Compliance for Clinical Trials and General Usage
    • 2.17.14. Methods for Monitoring Vitals
    • 2.17.15. Mining, Processing, and Making Sense of Clinical Notes
    • 2.17.16. Patient Data Processing
    • 2.17.17. Portable and Low-Cost Ultrasound Device
    • 2.17.18. Predicting Illness and Patient Outcomes
    • 2.17.19. Text Classification and Mining for Biomedical Literature
    • 2.17.20. Virtual Assistants for Doctors
    • 2.17.21. Virtual Assistants for Patients
  • 2.18. Information Technology
    • 2.18.1. Automated Code Development
    • 2.18.2. Computer-Aided Design
    • 2.18.3. Mobile Application Development
    • 2.18.4. Network/Information Technology Operations Monitoring and Management
    • 2.18.5. Simulating Worlds for Artificial Intelligence Training
    • 2.18.6. Software Code Error Checking
    • 2.18.7. Website Creation
  • 2.19. Investment
    • 2.19.1. Algorithmic Trading Strategy Performance Improvement
    • 2.19.2. Financial Search Engine
    • 2.19.3. Market Intelligence and Data Analytics for Investment
    • 2.19.4. Satellite Imagery for Geo-Analytics
  • 2.20. Legal
    • 2.20.1. Automated Report Generation
    • 2.20.2. Contract Analysis
    • 2.20.3. Legal Document Review and Research
  • 2.21. Life Sciences
    • 2.21.1. Create Synthetic Life Forms
  • 2.22. Logistics
    • 2.22.1. Demand Forecasting for Warehouse and Supply Chain
    • 2.22.2. Machine/Vehicular Object Detection/Identification/Avoidance
    • 2.22.3. Localization and Mapping
    • 2.22.4. Satellite Imagery for Geo-Analytics
    • 2.22.5. Supply Chain and Logistics (Freight Transport, Retail)
    • 2.22.6. Weather Forecasting
  • 2.23. Manufacturing
    • 2.23.1. 3D Printing Arm Control
    • 2.23.2. Machine/Vehicular Object Detection/Identification/Avoidance
    • 2.23.3. Predictive Maintenance
    • 2.23.4. Real-Time Video Analytics
    • 2.23.5. Localization and Mapping
    • 2.23.6. Sensor Data Fusion in Machinery
    • 2.23.7. Voice/Speech Recognition
  • 2.24. Media and Entertainment
    • 2.24.1. Algorithmic News Stories
    • 2.24.2. Audio and Video Mining
    • 2.24.3. Film Scene Structure
    • 2.24.4. Font Recognition and Suggestions
    • 2.24.5. Gesture Recognition
    • 2.24.6. Human Emotion Analysis
    • 2.24.7. Music Production and Generation
    • 2.24.8. News and Feed Curation for Consumers
    • 2.24.9. Simulating Crowds
    • 2.24.10. Social Media Publishing and Management
    • 2.24.11. Video Editing
  • 2.25. Oil, Gas, and Mining
    • 2.25.1. Automated Report Generation
    • 2.25.2. Oil Production Optimization
  • 2.26. Real Estate
    • 2.26.1. Real Estate Development Optimization
  • 2.27. Retail
    • 2.27.1. Behavioral Analytics
    • 2.27.2. Clothes Sizing and Fitting
    • 2.27.3. Crowd Analytics
    • 2.27.4. Intelligent Customer Relationship Management Systems
    • 2.27.5. Predictive Analytics for Retail
    • 2.27.6. Sentiment Analysis
    • 2.27.7. Supermarket Shelf Analytics
    • 2.27.8. Visual Search-Based E-Commerce
    • 2.27.9. Weather Forecasting
  • 2.28. Sports
    • 2.28.1. Athlete Fitness, Sleep Monitoring, and Performance Optimization
    • 2.28.2. Biomarker-Based Athlete Performance Optimization
    • 2.28.3. Game Outcome Predictions for Betting
    • 2.28.4. Sports Statistics Analysis and Search
    • 2.28.5. Sports Teams Players Selection
  • 2.29. Telecommunications
    • 2.29.1. Predictive Maintenance
    • 2.29.2. Prevention Against Cybersecurity Threats
    • 2.29.3. Improve Customer Experience Management
    • 2.29.4. Fraud Mitigation
    • 2.29.5. Intelligent Customer Relationship Management Systems
  • 2.30. Transportation
    • 2.30.1. Machine/Vehicular Object Detection/Identification/Avoidance
    • 2.30.2. Predicting Traffic Density
    • 2.30.3. Sensor Data Fusion in Machinery (Ships, Unmanned Ships)
    • 2.30.4. Localization and Mapping
    • 2.30.5. Vehicle Network and Data Security
    • 2.30.6. Weather Forecasting

3. Recommendations and Conclusions

  • 3.1. Recommendations
  • 3.2. Conclusion

4. Acronym and Abbreviation List

5. Table of Contents

6. Table of Charts and Figures

7. Scope of Study, Sources and Methodology, Notes

Tables

  • Machine/Vehicular Object Detection/Identification/Avoidance Revenue by Region, World Markets: 2016-2025
  • Static Image Recognition, Classification, and Tagging Revenue by Region, World Markets: 2016-2025
  • Patient Data Processing Revenue by Region, World Markets: 2016-2025
  • Algorithmic Trading Strategy Performance Improvement Revenue by Region, World Markets: 2016-2025
  • Localization and Mapping Revenue by Region, World Markets: 2016-2025
  • Predictive Maintenance Revenue by Region, World Markets: 2016-2025
  • Prevention Against Cybersecurity Threats Revenue by Region, World Markets: 2016-2025
  • Converting Paperwork into Digital Data Revenue by Region, World Markets: 2016-2025
  • Intelligent Recruitment and HR Systems Revenue by Region, World Markets: 2016-2025
  • Medical Image Analysis Revenue by Region, World Markets: 2016-2025
  • Automated Report Generation Revenue by Region, World Markets: 2016-2025
  • Sentiment Analysis Revenue by Region, World Markets: 2016-2025
  • Virtual Assistants for Patients Revenue by Region, World Markets: 2016-2025
  • Sensor Data Fusion in Machinery Revenue by Region, World Markets: 2016-2025
  • Intelligent CRM Systems Revenue by Region, World Markets: 2016-2025
  • Sensor Data Analytics Revenue by Region, World Markets: 2016-2025
  • Social Media Publishing and Management Revenue by Region, World Markets: 2016-2025
  • Voice/Speech Recognition Revenue by Region, World Markets: 2016-2025
  • Querying Image Content Revenue by Region, World Markets: 2016-2025
  • Search Engine Queries Revenue by Region, World Markets: 2016-2025
  • Oil Production Optimization Revenue by Region, World Markets: 2016-2025
  • Contract Analysis Revenue by Region, World Markets: 2016-2025
  • Chatbot-Based E-Commerce and Sales Revenue by Region, World Markets: 2016-2025
  • Vehicle Network and Data Security Revenue by Region, World Markets: 2016-2025
  • Chatbot-Based Brand/Service Interaction Revenue by Region, World Markets: 2016-2025
  • Satellite Imagery for Geo-Analytics Revenue by Region, World Markets: 2016-2025
  • Improve Customer Experience Management Revenue by Region, World Markets: 2016-2025
  • Visual Search Based E-Commerce Revenue by Region, World Markets: 2016-2025
  • Movie Recommendations Revenue by Region, World Markets: 2016-2025
  • Athlete Fitness, Sleep Monitoring, and Performance Optimization Revenue by Region, World Markets: 2016-2025
  • Building Generative Models of the Real World Revenue by Region, World Markets: 2016-2025
  • Targeted Advertising Using Multi-Domain Customer Data (social, web, context) Revenue by Region, World Markets: 2016-2025
  • Automated Code Development Revenue by Region, World Markets: 2016-2025
  • Social Media Feed Curation Revenue by Region, World Markets: 2016-2025
  • News and Feed Curation for Consumers Revenue by Region, World Markets: 2016-2025
  • Personalized Services in Cars Revenue by Region, World Markets: 2016-2025
  • Ad Insertions into Images and Video Revenue by Region, World Markets: 2016-2025
  • Legal Document Review and Research Revenue by Region, World Markets: 2016-2025
  • Automated CliffsNotes, Study Note, and Quiz Generator Revenue by Region, World Markets: 2016-2025
  • Agent-Based Simulations for Decision Making Revenue by Region, World Markets: 2016-2025
  • Textual Question Answering Revenue by Region, World Markets: 2016-2025
  • Weather Forecasting Revenue by Region, World Markets: 2016-2025
  • Food Safety Revenue by Region, World Markets: 2016-2025
  • Text-Based Automated Bots Revenue by Region, World Markets: 2016-2025
  • Personalized Tutoring and Adaptive Learning Revenue by Region, World Markets: 2016-2025
  • Game Outcome Predictions for Betting Revenue by Region, World Markets: 2016-2025
  • Real Estate Development Optimization Revenue by Region, World Markets: 2016-2025
  • Product Recommendations Revenue by Region, World Markets: 2016-2025
  • Human Emotion Analysis Revenue by Region, World Markets: 2016-2025
  • Software Code Error Checking Revenue by Region, World Markets: 2016-2025
  • Predicting Traffic Density Revenue by Region, World Markets: 2016-2025
  • Computational Drug Discovery Revenue by Region, World Markets: 2016-2025
  • Personalized Health, Fitness, and Wellness Improvement Revenue by Region, World Markets: 2016-2025
  • Audio and Video Mining Revenue by Region, World Markets: 2016-2025
  • Travel Concierge and Booking Service Revenue by Region, World Markets: 2016-2025
  • Performance Reporting and Analytics of Ad Campaigns Revenue by Region, World Markets: 2016-2025
  • Fraud Detection Revenue by Region, World Markets: 2016-2025
  • Simulating Crowds Revenue by Region, World Markets: 2016-2025
  • Create Synthetic Life Forms Revenue by Region, World Markets: 2016-2025
  • Create Dynamic and Interactive Video Game Experiences Revenue by Region, World Markets: 2016-2025
  • Create Dynamic and Interactive Video Game Experiences Revenue by Region, World Markets: 2016-2025
  • Medical Treatment Recommendation Revenue by Region, World Markets: 2016-2025
  • Predictive Analytics for Retail Revenue by Region, World Markets: 2016-2025
  • Personal Financial Advisor Revenue by Region, World Markets: 2016-2025
  • Weed Identification Revenue by Region, World Markets: 2016-2025
  • 3D Printing Arm Control Revenue by Region, World Markets: 2016-2025
  • Clothes Sizing and Fitting Revenue by Region, World Markets: 2016-2025
  • Genomic Data Mapping and Analysis for Personalized Healthcare and Precision Medicine Revenue by Region, World Markets: 2016-2025
  • Building Automation and Energy Management Revenue by Region, World Markets: 2016-2025
  • Font Recognition and Suggestions Revenue by Region, World Markets: 2016-2025
  • Video Content Analysis Revenue by Region, World Markets: 2016-2025
  • Risk Assessment and Compliance Revenue by Region, World Markets: 2016-2025
  • Predicting Demand for On-Demand Taxis Revenue by Region, World Markets: 2016-2025
  • Crime Reduction and Prevention Revenue by Region, World Markets: 2016-2025
  • Medical Diagnosis Assistance Revenue by Region, World Markets: 2016-2025
  • Livestock Management Revenue by Region, World Markets: 2016-2025
  • Fashion Trend Predictions Revenue by Region, World Markets: 2016-2025
  • Object Detection for Surveillance Revenue by Region, World Markets: 2016-2025
  • Product Lifecycle Management Revenue by Region, World Markets: 2016-2025
  • Hospital Patient Management System Revenue by Region, World Markets: 2016-2025
  • Simulating Worlds for AI Training Revenue by Region, World Markets: 2016-2025
  • Language Translation Services Revenue by Region, World Markets: 2016-2025
  • Real-Time Video Analytics Revenue by Region, World Markets: 2016-2025
  • Supply Chain & Logistics Revenue by Region, World Markets: 2016-2025
  • Foreign Language Tutoring Revenue by Region, World Markets: 2016-2025
  • Network/IT Operations Monitoring and Management Revenue by Region, World Markets: 2016-2025
  • Nuclear/Power Plant Safety Revenue by Region, World Markets: 2016-2025
  • Fraud Mitigation Revenue by Region, World Markets: 2016-2025
  • Automated On-Road Customer Service Revenue by Region, World Markets: 2016-2025
  • Traffic Light Management Revenue by Region, World Markets: 2016-2025
  • Tax Filing and Processing Revenue by Region, World Markets: 2016-2025
  • Enterprise Chatbots for Productivity and Collaboration Revenue by Region, World Markets: 2016-2025
  • Bio-Marker Discovery Revenue by Region, World Markets: 2016-2025
  • Face Recognition Revenue by Region, World Markets: 2016-2025
  • Truck Platooning Revenue by Region, World Markets: 2016-2025
  • Spoken Fluency Evaluation Revenue by Region, World Markets: 2016-2025
  • Swarming Drones Revenue by Region, World Markets: 2016-2025
  • Music Recommendations Revenue by Region, World Markets: 2016-2025
  • Automated Credit Scoring Revenue by Region, World Markets: 2016-2025
  • Medication Compliance for Clinical Trials and General Usage Revenue by Region, World Markets: 2016-2025
  • Methods for Monitoring Vitals Revenue by Region, World Markets: 2016-2025
  • Contextual Intelligence for Mobile Revenue by Region, World Markets: 2016-2025
  • Mobile Application Development Revenue by Region, World Markets: 2016-2025
  • Street Lighting Revenue by Region, World Markets: 2016-2025
  • Automated Grading of Tests Revenue by Region, World Markets: 2016-2025
  • Disaster and Emergency Management Revenue by Region, World Markets: 2016-2025
  • Website Creation Revenue by Region, World Markets: 2016-2025
  • Loan Analysis Revenue by Region, World Markets: 2016-2025
  • Surge Pricing for On-Demand Taxis Revenue by Region, World Markets: 2016-2025
  • Predictive Typing Assistant Revenue by Region, World Markets: 2016-2025
  • Education for Autistic and Speech-Deficient Kids Revenue by Region, World Markets: 2016-2025
  • Clustering and Phenotype Discovery Revenue by Region, World Markets: 2016-2025
  • Predicting Illness and Patient Outcomes Revenue by Region, World Markets: 2016-2025
  • Workflow and Project Management Revenue by Region, World Markets: 2016-2025
  • Demand Forecasting for Warehouse and Supply Chain Revenue by Region, World Markets: 2016-2025
  • Biometric Identification Revenue by Region, World Markets: 2016-2025
  • Local Search and Discovery Revenue by Region, World Markets: 2016-2025
  • Video Editing Revenue by Region, World Markets: 2016-2025
  • Text Classification and Mining for Biomedical Literature Revenue by Region, World Markets: 2016-2025
  • Biomarker Based Athlete Performance Optimization Revenue by Region, World Markets: 2016-2025
  • Algorithmic News Stories Revenue by Region, World Markets: 2016-2025
  • Employee Expense Management Revenue by Region, World Markets: 2016-2025
  • Behavioral Analytics Revenue by Region, World Markets: 2016-2025
  • Mining, Processing, and Making Sense of Clinical Notes Revenue by Region, World Markets: 2016-2025
  • Film Scene Structure Revenue by Region, World Markets: 2016-2025
  • Virtual Assistants for Doctors Revenue by Region, World Markets: 2016-2025
  • Crowd Analytics Revenue by Region, World Markets: 2016-2025
  • Market Intelligence for Life Sciences Revenue by Region, World Markets: 2016-2025
  • Predicting Social Unrest and Geopolitical Events Revenue by Region, World Markets: 2016-2025
  • Calendar, Meeting, Event Scheduling, and Reminder Revenue by Region, World Markets: 2016-2025
  • Procurement Management Revenue by Region, World Markets: 2016-2025
  • Financial Search Engine Revenue by Region, World Markets: 2016-2025
  • Relationships and Matchmaking Revenue by Region, World Markets: 2016-2025
  • Dialect Classification Revenue by Region, World Markets: 2016-2025
  • Gesture Recognition Revenue by Region, World Markets: 2016-2025
  • Interactive Window Displays Revenue by Region, World Markets: 2016-2025
  • Project and Stakeholder Management Revenue by Region, World Markets: 2016-2025
  • Sports Statistics Analysis and Search Revenue by Region, World Markets: 2016-2025
  • Smart Oven Control with Food Recognition Revenue by Region, World Markets: 2016-2025
  • Virtual Testing and Simulation for Racing Cars Revenue by Region, World Markets: 2016-2025
  • Computer-Aided Design Revenue by Region, World Markets: 2016-2025
  • Market Intelligence and Data Analytics for Investment Revenue by Region, World Markets: 2016-2025
  • Automated Workforce Scheduling Revenue by Region, World Markets: 2016-2025
  • Computer-Aided Art Revenue by Region, World Markets: 2016-2025
  • Portable and Low-Cost Ultrasound Device Revenue by Region, World Markets: 2016-2025
  • Driver Face Analytics and Emotion Recognition Revenue by Region, World Markets: 2016-2025
  • Waste Sorting and Recycling Revenue by Region, World Markets: 2016-2025
  • Crowdsourced Market Research Revenue by Region, World Markets: 2016-2025
  • Real-Time News Analysis and Competitive Intelligence Revenue by Region, World Markets: 2016-2025
  • Supermarket Shelf Analytics Revenue by Region, World Markets: 2016-2025
  • Automated Tour Guide and Itinerary Service Revenue by Region, World Markets: 2016-2025
  • Child Behavioral Analytics Revenue by Region, World Markets: 2016-2025
  • Social Media Bots Revenue by Region, World Markets: 2016-2025
  • Social Media Bots Revenue by Region, World Markets: 2016-2025
  • Music Production and Generation Revenue by Region, World Markets: 2016-2025
  • Algorithmic News Stories Revenue by Industry, World Markets: 2016-2025
  • Algorithmic Trading Strategy Performance Improvement Revenue by Industry, World Markets: 2016-2025
  • Automated Code Development Revenue by Industry, World Markets: 2016-2025
  • Automated Credit Scoring Revenue by Industry, World Markets: 2016-2025
  • Automated On-Road Customer Service Revenue by Industry, World Markets: 2016-2025
  • Automated Tour Guide and Itinerary Service Revenue by Industry, World Markets: 2016-2025
  • Behavioral Analytics Revenue by Industry, World Markets: 2016-2025
  • Bio-Marker Discovery Revenue by Industry, World Markets: 2016-2025
  • Child Behavioral Analytics Revenue by Industry, World Markets: 2016-2025
  • Clothes Sizing and Fitting Revenue by Industry, World Markets: 2016-2025
  • Clustering and Phenotype Discovery Revenue by Industry, World Markets: 2016-2025
  • Computational Drug Discovery Revenue by Industry, World Markets: 2016-2025
  • Contextual Intelligence for Mobile Revenue by Industry, World Markets: 2016-2025
  • Contract Analysis Revenue by Industry, World Markets: 2016- 2025
  • Create Dynamic and Interactive Video Game Experiences Revenue by Industry, World Markets: 2016-2025
  • Create Synthetic Life Forms Revenue by Industry, World Markets: 2016-2025
  • Crowd Analytics Revenue by Industry, World Markets: 2016- 2025
  • Demand Forecasting for Warehouse and Supply Chain Revenue by Industry, World Markets: 2016-2025
  • Dialect Classification Revenue by Industry, World Markets: 2016-2025
  • Disaster and Emergency Management Revenue by Industry, World Markets: 2016-2025
  • Education for Autistic and Speech Deficient Kids Revenue by Industry, World Markets: 2016-2025
  • Fashion Trend Predictions Revenue by Industry, World Markets: 2016-2025
  • Film Scene Structure Revenue by Industry, World Markets: 2016-2025
  • Food Safety Revenue by Industry, World Markets: 2016-2025
  • Foreign Language Tutoring Revenue by Industry, World Markets: 2016-2025
  • Game Outcome Predictions for Betting Revenue by Industry, World Markets: 2016-2025
  • Human Emotion Analysis Revenue by Industry, World Markets: 2016-2025
  • Legal Document Review and Research Revenue by Industry, World Markets: 2016-2025
  • Livestock Management Revenue by Industry, World Markets: 2016-2025
  • Loan Analysis Revenue by Industry, World Markets: 2016-2025
  • Medication Compliance for Clinical Trials and General Usage Revenue by Industry, World Markets: 2016-2025
  • Methods for Monitoring Vitals Revenue by Industry, World Markets: 2016-2025
  • Movie Recommendations Revenue by Industry, World Markets: 2016-2025
  • Music Production and Generation Revenue by Industry, World Markets: 2016-2025
  • Music Recommendations Revenue by Industry, World Markets: 2016-2025
  • Predicting Demand for On-Demand Taxis Revenue by Industry, World Markets: 2016-2025
  • Predicting Social Unrest and Geopolitical Events Revenue by Industry, World Markets: 2016-2025
  • Predicting Traffic Density Revenue by Industry, World Markets: 2016-2025
  • Predictive Maintenance Revenue by Industry, World Markets: 2016-2025
  • Predictive Typing Assistant Revenue by Industry, World Markets: 2016-2025
  • Prevention Against Cybersecurity Threats Revenue by Industry, World Markets: 2016-2025
  • Procurement Management Revenue by Industry, World Markets: 2016-2025
  • Product Recommendations Revenue by Industry, World Markets: 2016-2025
  • Real-Time News Analysis and Competitive Intelligence Revenue by Industry, World Markets: 2016-2025
  • Relationships and Matchmaking Revenue by Industry, World Markets: 2016-2025
  • Risk Assessment and Compliance Revenue by Industry, World Markets: 2016-2025
  • Search Engine Queries Revenue by Industry, World Markets: 2016-2025
  • Sentiment Analysis Revenue by Industry, World Markets: 2016-2025
  • Simulating Crowds Revenue by Industry, World Markets: 2016-2025
  • Simulating Worlds for AI Training Revenue by Industry, World Markets: 2016-2025
  • Smart Oven Control with Food Recognition Revenue by Industry, World Markets: 2016-2025
  • Social Media Bots Revenue by Industry, World Markets: 2016-2025
  • Social Media Feed Curation Revenue by Industry, World Markets: 2016-2025
  • Social Media Publishing and Management Revenue by Industry, World Markets: 2016-2025
  • Software Code Error Checking Revenue by Industry, World Markets: 2016-2025
  • Spoken Fluency Evaluation Revenue by Industry, World Markets: 2016-2025
  • Sports Teams Player Selection Revenue by Industry, World Markets: 2016-2025
  • Static Image Recognition, Classification, and Tagging Revenue by Industry, World Markets: 2016-2025
  • Street Lighting Revenue by Industry, World Markets: 2016-2025
  • Supermarket Shelf Analytics Revenue by Industry, World Markets: 2016-2025
  • Swarming Drones Revenue by Industry, World Markets: 2016-2025
  • Text Classification and Mining for Biomedical Literature Revenue by Industry, World Markets: 2016-2025
  • Text-Based Automated Bots Revenue by Industry, World Markets: 2016-2025
  • Textual Question Answering Revenue by Industry, World Markets: 2016-2025
  • Traffic Light Management Revenue by Industry, World Markets: 2016-2025
  • Travel Concierge and Booking Service Revenue by Industry, World Markets: 2016-2025
  • Vehicle Network and Data Security Revenue by Industry, World Markets: 2016-2025
  • Video Content Analysis Revenue by Industry, World Markets: 2016-2025
  • Video Editing Revenue by Industry, World Markets: 2016-2025
  • Virtual Testing and Simulation for Racing Cars Revenue by Industry, World Markets: 2016-2025
  • Waste Sorting and Recycling Revenue by Industry, World Markets: 2016-2025
  • Website Creation Revenue by Industry, World Markets: 2016- 2025
  • Weed Identification Revenue by Industry, World Markets: 2016- 2025
  • Real Estate Development Optimization Revenue by Industry, World Markets: 2016-2025
  • Athlete Fitness, Sleep Monitoring, and Performance Optimization Revenue by Industry, World Markets: 2016-2025
  • Automated Workforce Scheduling Revenue by Industry, World Markets: 2016-2025
  • Automated Cliffs Notes, Study Note, and Quiz Generator Revenue by Industry, World Markets: 2016-2025
  • Building Generative Models of the Real World Revenue by Industry, World Markets: 2016-2025
  • Calendar, Meeting, Event Scheduling, and Reminder Revenue by Industry, World Markets: 2016-2025
  • Chatbot-Based Brand/Service Interaction Revenue by Industry, World Markets: 2016-2025
  • Chatbot-Based E-Commerce and Sales Revenue by Industry, World Markets: 2016-2025
  • Driver Face Analytics and Emotion Recognition Revenue by Industry, World Markets: 2016-2025
  • Surge Pricing for On-Demand Taxis Revenue by Industry, World Markets: 2016-2025
  • Ad Insertions into Images and Video Revenue by Industry, World Markets: 2016-2025
  • Personalized Tutoring and Adaptive Learning Revenue by Industry, World Markets: 2016-2025
  • Agent-Based Simulations for Decision Making Revenue by Industry, World Markets: 2016-2025
  • Audio and Video Mining Revenue by Industry, World Markets: 2016-2025
  • Automated Grading of Tests Revenue by Industry, World Markets: 2016-2025
  • Automated Report Generation Revenue by Industry, World Markets: 2016-2025
  • Biomarker Based Athlete Performance Optimization Revenue by Industry, World Markets: 2016-2025
  • Biometric Identification Revenue by Industry, World Markets: 2016-2025
  • Building Automation and Energy Management Revenue by Industry, World Markets: 2016-2025
  • Converting Paperwork into Digital Data Revenue by Industry, World Markets: 2016-2025
  • Crowdsourced Market Research Revenue by Industry, World Markets: 2016-2025
  • Employee Expense Management Revenue by Industry, World Markets: 2016-2025
  • Enterprise Chatbots for Productivity and Collaboration Revenue by Industry, World Markets: 2016-2025
  • Face Recognition Revenue by Industry, World Markets: 2016-2025
  • Financial Search Engine Revenue by Industry, World Markets: 2016-2025
  • Font Recognition and Suggestions Revenue by Industry, World Markets: 2016-2025
  • Genomic Data Mapping and Analysis for Personalized Healthcare and Precision Medicine Revenue by Industry, World Markets: 2016-2025
  • Gesture Recognition Revenue by Industry, World Markets: 2016-2025
  • Hospital Patient Management System Revenue by Industry, World Markets: 2016-2025
  • Intelligent CRM Systems Revenue by Industry, World Markets: 2016-2025
  • Intelligent Recruitment and HR Systems Revenue by Industry, World Markets: 2016-2025
  • Interactive Window Displays Revenue by Industry, World Markets: 2016-2025
  • Machine/Vehicular Object Detection/Identification/Avoidance Revenue by Industry, World Markets: 2016-2025
  • Language Translation Services Revenue by Industry, World Markets: 2016-2025
  • Local Search and Discovery Revenue by Industry, World Markets: 2016-2025
  • Market Intelligence and Data Analytics for Investment Revenue by Industry, World Markets: 2016-2025
  • Medical Diagnosis Assistance Revenue by Industry, World Markets: 2016-2025
  • Medical Image Analysis Revenue by Industry, World Markets: 2016-2025
  • Medical Treatment Recommendation Revenue by Industry, World Markets: 2016-2025
  • Mobile Application Development Revenue by Industry, World Markets: 2016-2025
  • Network/IT Operations Monitoring and Management Revenue by Industry, World Markets: 2016-2025
  • News and Feed Curation for Consumers Revenue by Industry, World Markets: 2016-2025
  • Object Detection for Surveillance Revenue by Industry, World Markets: 2016-2025
  • Oil Production Optimization Revenue by Industry, World Markets: 2016-2025
  • Patient Data Processing Revenue by Industry, World Markets: 2016-2025
  • Performance Reporting and Analytics of Ad Campaigns Revenue by Industry, World Markets: 2016-2025
  • Personal Financial Advisor Revenue by Industry, World Markets: 2016-2025
  • Personalized Services in Cars Revenue by Industry, World Markets: 2016-2025
  • Predicting Illness and Patient Outcomes Revenue by Industry, World Markets: 2016-2025
  • Predictive Analytics for Retail Revenue by Industry, World Markets: 2016-2025
  • Project and Stakeholder Management Revenue by Industry, World Markets: 2016-2025
  • Querying Image Content Revenue by Industry, World Markets: 2016-2025
  • Satellite Imagery for Geo-Analytics Revenue by Industry, World Markets: 2016-2025
  • Sensor Data Analytics Revenue by Industry, World Markets: 2016-2025
  • Sensor Data Fusion in Machinery Revenue by Industry, World Markets: 2016-2025
  • Sports Statistics Analysis and Search Revenue by Industry, World Markets: 2016-2025
  • Supply Chain & Logistics Revenue by Industry, World Markets: 2016-2025
  • Targeted Advertising Using Multi-Domain Customer Data (Social, Web, Context) Revenue by Industry, World Markets: 2016-2025
  • Tax Filing and Processing Revenue by Industry, World Markets: 2016-2025
  • Virtual Assistants for Doctors Revenue by Industry, World Markets: 2016-2025
  • Virtual Assistants for Patients Revenue by Industry, World Markets: 2016-2025
  • Visual Search Based E-Commerce Revenue by Industry, World Markets: 2016-2025
  • Voice/Speech Recognition Revenue by Industry, World Markets: 2016-2025
  • Weather Forecasting Revenue by Industry, World Markets: 2016-2025
  • Improve Customer Experience Management Revenue by Industry, World Markets: 2016-2025
  • Fraud Mitigation Revenue by Industry, World Markets: 2016- 2025
  • Workflow and Project Management Revenue by Industry, World Markets: 2016-2025
  • Truck Platooning Revenue by Industry, World Markets: 2016- 2025
  • 3D Printing Arm Control Revenue by Industry, World Markets: 2016-2025
  • Fraud Detection Revenue by Industry, World Markets: 2016- 2025
  • Market Intelligence for Life Sciences Revenue by Industry, World Markets: 2016-2025
  • Product Lifecycle Management Revenue by Industry, World Markets: 2016-2025
  • Nuclear/Power Plant Safety Revenue by Industry, World Markets: 2016-2025
  • Crime Reduction and Prevention Revenue by Industry, World Markets: 2016-2025
  • Computer-Aided Art Revenue by Industry, World Markets: 2016-2025
  • Computer-Aided Design Revenue by Industry, World Markets: 2016-2025
  • Portable and Low-Cost Ultrasound Device Revenue by Industry, World Markets: 2016-2025

Figures

  • Nike Window Display Gamifies Shoppers' Interactions Using Motion Detection
  • Drones Use Mapping and Localization to Fly Indoors
  • BMW's 2016 7-Series Incorporates Gesture Recognition for Six Commands
  • Predictive Maintenance Dashboard for Connected Cars
  • Sample Sales Summary Populated by Artificial Intelligence
  • Mark Zuckerberg on Messenger Business at F8 Conference in 2016
  • Retailers are Integrating with Facebook Messenger App to Tie E-Commerce Directly to Facebook Experience
  • AI Painter, a Neural Network that Renders Photos as Paintings
  • Netflix Uses Artificial Intelligence for Personal Homepage Optimization and A/B Testing for Page Generation
  • Google's Smart Reply Offers Auto-Generated In-Context Responses
  • June Oven Uses Image Recognition to Identify, Automate, and Optimize Cooking
  • DARPA's Swarm of Drones Simulates Group Formations over California
  • Milo, a Humanoid Robot, Helps ASD Students Identify Human Emotions
  • SimCoach, a 3D Virtual Agent Interacts and Assists Military Personnel with Breaking Down Barriers
  • Stitch Fix Uses Deep Learning to Analyze Styles and Design New Clothing
  • Kasisto's MyKai, a Personal Financial Advisor Chatbot
  • Zen Robotics Waste Processing Workflow
  • Ada Health App Delivers Virtual Assistance for Patients
  • DAQRI's Smart Helmet Combines Voice Recognition and Augmented Reality for Real-Time Work Instructions
  • Peltarion's Model Analysis of Millions of Data Points to Produce Real Estate Valuations
  • Luminoso's Analytics Found Caregivers of Schizophrenic Patients Are Harder on Themselves than Any Other Group
  • Shoes.com Partners with Sentient to Power Image-Based Search and Product Recommendations

Charts

Artificial Intelligence Software Revenue, World Markets: 2016- 2025 Cumulative Artificial Intelligence Software Revenue, Top 10 Use Cases, World Markets: 2016-2025

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