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United States Artificial Intelligence (AI) Business Opportunities and Outlook Databook Series (2016-2025) - AI Market Size / Spending Across 18 Sectors, 140+ Application Segments, AI Domains, and Technology (Applications, Services, Hardware)

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    Report

  • 395 Pages
  • August 2019
  • Region: United States
  • TechInsight360
  • ID: 4527143
Artificial Intelligence (AI) spend in United States has increased at 77.3% during 2018 to reach US$ 4,180.0 million. Over the forecast period (2019-2025), spend on AI is expected to record a CAGR of 27.8%, increasing from US$ 6,452.8 million in 2019 to reach US$ 35,996.4 million by 2025.

This business intelligence report aims to analyze market opportunities and risks in artificial intelligence (AI) industry and its applications in over 140+ areas across 18 industries in United States. This is a data centric report, consisting of 340 charts and 285 tables, providing detailed understanding of market dynamics. This report covers country level AI market size / spending forecast (2016-2025) by applications across banking and finance industry’s value chain, AI technology domains, and technology.

Report Scope

  • How big is the opportunity for artificial intelligence based products and services in United States?
  • How much are leading players in United States investing in AI based initiatives?
  • Which application areas across industries and should be targeted to maximize ROI?

Reason to Buy

This research report provides detailed market opportunity trend analysis, offering AI spending / market size and forecast across 140+ application areas in 18 industries in United States.

United States AI Spending / Market Size by Industry (2016-2025)
1. Banking and Finance
2. Insurance
3. Healthcare & Pharmaceuticals
4. Retail
5. Automotive
6. Defense
7. Aerospace
8. Construction
9. Public Sector
10. Professional Services
11. Manufacturing
12. Logistics
13. Advertising
14. Agriculture
15. Education
16. Energy and Utilities
17. Media and Entertainment
18. Technology and Communication

United States AI Spending / Market Size by Artificial Intelligence Domains 2016-2025

  • Machine Learning and Deep Learning
  • Natural Language Processing (NLP)
  • Robotics and Expert Systems
  • Machine Vision & Hearing

United States AI Spending / Market Size by Technology Development 2016-2025

  • Application and Platforms
  • Services
  • Hardware 
United States AI Spending / Market Size by Application (2016-2025)
1. Banking and Finance – AI Spending / Market Size
a. Portfolio Management and Trading
b. Operational Efficiency and Automation
c. Risk Management and Compliance
d. Recommendation Engines
e. Chatbots
f. Personalization and Customer Segmentation
g. Multichannel Marketing Strategy
h. Credit Scoring and Loan Management
i. Fraud Detection

2. Insurance – AI Spending / Market Size
a. Claims Processing
b. Risk Management and Compliance
c. Risk Capital & Investment Management
d. Operational Efficiency and Automation
e. Pricing, Underwriting, and Personalization
f. Chatbots

3. Healthcare & Pharmaceutical – AI Spending / Market Size
a. Health Records & Lifestyle Management
b. Drug Discovery and Research Database
c. Genomic Sequencing Database
d. Hospital Management and Automation
e. Diagnostics
f. Robotics
g. Precision Medicine
h. Real Time Monitoring
i. Chatbots
j. Image Analysis

4. Retail – AI Spending / Market Size
a. Real Time Pricing and Incentives
b. Integrated Online and In-Store Analytics
c. Logistics and Delivery
d. Predictive Merchandising and Inventory Management
e. Image Recognition
f. Location Based Marketing
g. Chatbots
h. Personalization and Customer Segmentation
i. Fraud Detection and Risk Management

5. Automotive – AI Spending / Market Size
a. Supply Chain Optimization
b. Industrial Robotics and Adaptive Manufacturing
c. Autonomous Vehicle and Assistance Systems
d. Customer Segmentation & Personalization
e. Production Optimization and Demand Prediction
f. Automated Quality Control
g. Preventive Maintenance

6. Defense – AI Spending / Market Size
a. Unmanned Vehicles
b. Robotics
c. Mission Critical Application and Platforms
d. Threat Prevention Intelligence
e. Predictive Maintenance and Machinery Inspection
f. Recruitment
g. Location and Mapping
h. Cyber Security
i. Supply Chain Optimization and Fleet Management
j. Planning and Resource Allocation
k. Agent Based Decision Making

7. Aerospace – AI Spending / Market Size
a. Supply Chain Optimization
b. Industrial Robotics and Adaptive Manufacturing
c. Crisis Management
d. Auto-Pilot
e. Production Optimization
f. Predictive Maintenance and Machinery Inspection
g. Automated Quality Control
h. Data Security
i. Weather Forecasting
j. Mapping and Air Traffic Movement Optimization

8. Construction – AI Spending / Market Size
a. Robotics
b. Unmanned Vehicles
c. Risk Assessment and Operations
d. Planning and Project Control
e. Structural and Engineering Assessment
f. Chatbots

9. Public Sector – AI Spending / Market Size
a. Project and Resource Planning
b. e-Governance and Automation
c. Criminal Justice and Public Safety
d. Disaster Management
e. Financial Investigation
f. Cyber Security and Investigation
g. Chatbots
h. Threat Prevention Intelligence
i. Traffic Management

10. Professional Services – AI Spending / Market Size
a. Project and Resource Planning
b. Real Time and Predictive Business Intelligence
c. Design Thinking and Innovation
d. Sales and Marketing Analytics
e. Document Review and Contract Analysis
f. Chatbots
g. Cyber Security
h. Intelligent CRM
i. Human Resource Management

11. Manufacturing – AI Spending / Market Size
a. Supply Chain Optimization
b. Industrial Robotics and Adaptive Manufacturing
c. Preventive Maintenance
d. Production Optimization
e. Automated Quality Control

12. Logistics – AI Spending / Market Size
a. Supply Chain Optimization
b. Demand Prediction
c. Planning and Resource Management
d. Real Time Route Optimization

13. Advertising – AI Spending / Market Size
a. Ad Campaign Planning and Reporting
b. Image Identification and Querying
c. Personalization and Targeted Advertising
d. Video Analysis
e. Speech Recognition

14. Agriculture – AI Spending / Market Size
a. Food Safety
b. Livestock Management
c. Supply Chain Management
d. Pest Control and Weed Identification
e. Crop Planning and Weather Forecasting
f. Predictive Maintenance and Machinery Inspection
g. Chatbots
h. Unmanned Vehicles and Drones
i. Automated Irrigation Systems
j. Crop Health Monitoring
k. Cattle Monitoring

15. Energy and Utilities – AI Spending / Market Size
a. Building Energy Management
b. Production Optimization
c. Fraud Detection
d. Supply Chain Management

16. Education – AI Spending / Market Size
a. Behavior Analytics
b. Personalized Tutoring and Recommendations
c. Language Expertise
d. Impairment Solutions
e. Sales and Marketing
f. Operational Efficiency

17. Media and Entertainment – AI Spending / Market Size
a. Gaming
b. Fake Story Detection
c. Plagiarism Detection
d. Personalization
e. Production Planning and Management
f. Sales and Marketing
g. Talent Identification

18. Technology and Communication – AI Spending / Market Size
a. Project Planning and Control
b. Development and Code Optimization
c. Human Resource Management
d. Design Optimization
e. Multichannel Marketing Analytics
f. Predictive Sales Intelligence
g. Disruption Intelligence
h. Fraud Mitigation
i. Risk Management and Compliance

Table of Contents

1 About this Report
1.1 Methodology 1.2 Disclaimer
2 United States Artificial Intelligence Dynamics and Growth Prospects
2.1 United States Artificial Intelligence Market Size by Value, 2016-2025 2.2 United States Artificial Intelligence Spend Market Share Analysis by Industry 2.3 United States Artificial Intelligence Spend Market Share Analysis by Key Technologies 2.4 United States Artificial Intelligence Spend Market Share Analysis by AI Domain 2.5 Global Artificial Intelligence Investment Attractiveness Snapshot 2.5.1 Global Artificial Intelligence Investment Hot Spots 2.5.2 Global Artificial Intelligence Industry Attractiveness
3 Artificial Intelligence Spending Analysis in Banking and Finance Industry in United States
3.1 Artificial Intelligence Spending Analysis in Banking and Finance Industry, 2016-2025 3.2 Artificial Intelligence Spending Analysis in Banking and Finance Industry by Application, 2016-2025 3.2.1 Spend Analysis on Portfolio Management and Trading in Banking and Finance Industry 3.2.2 Spend Analysis on Operational Efficiency and Automation in Banking and Finance Industry 3.2.3 Spend Analysis on Risk Management and Compliance in Banking and Finance Industry 3.2.4 Spend Analysis on Recommendation Engines in Banking and Finance Industry 3.2.5 Spend Analysis on Chatbots in Banking and Finance Industry 3.2.6 Spend Analysis on Personalization and Customer Segmentation in Banking and Finance Industry 3.2.7 Spend Analysis on Multichannel Marketing Strategy in Banking and Finance Industry 3.2.8 Spend Analysis on Credit Scoring and Loan Management in Banking and Finance Industry 3.2.9 Spend Analysis on Fraud Detection in Banking and Finance Industry 3.3 Artificial Intelligence Spending Analysis in Banking and Finance Industry by AI Domain, 2016-2025 3.3.1 Spend Analysis on Machine Learning and Deep Learning in Banking and Finance Industry 3.3.2 Spend Analysis on Natural Language Processing (NLP) in Banking and Finance Industry 3.3.3 Spend Analysis on Robotics and Expert Systems in Banking and Finance Industry 3.3.4 Spend Analysis on Machine Vision & Hearing in Banking and Finance Industry 3.4 Artificial Intelligence Spending Analysis in Banking and Finance Industry by Technology Development, 2016-2025 3.4.1 Spend Analysis on Software Development in Banking and Finance Industry 3.4.2 Spend Analysis on Technology Services in Banking and Finance Industry 3.4.3 Spend Analysis on Hardware in Banking and Finance Industry
4 Artificial Intelligence Spending Analysis in Insurance Industry in United States
4.1 Artificial Intelligence Spending Analysis in Insurance Industry, 2016-2025 4.2 Artificial Intelligence Spending Analysis in Insurance Industry by Application, 2016-2025 4.2.1 Spend Analysis on Claims Processing in Insurance Industry 4.2.2 Spend Analysis on Risk Management and Compliance in Insurance Industry 4.2.3 Spend Analysis on Risk Capital & Investment Management in Insurance Industry 4.2.4 Spend Analysis on Operational Efficiency and Automation in Insurance Industry 4.2.5 Spend Analysis on Pricing, Underwriting, and Personalization in Insurance Industry 4.2.6 Spend Analysis on Chatbots in Insurance Industry 4.3 Artificial Intelligence Spending Analysis in Insurance Industry by AI Domain, 2016-2025 4.3.1 Spend Analysis on Machine Learning and Deep Learning in Insurance Industry 4.3.2 Spend Analysis on Natural Language Processing (NLP) in Insurance Industry 4.3.3 Spend Analysis on Robotics and Expert Systems in Insurance Industry 4.3.4 Spend Analysis on Machine Vision & Hearing in Insurance Industry 4.4 Artificial Intelligence Spending Analysis in Insurance Industry by Technology Development, 2016-2025 4.4.1 Spend Analysis on Software Development in Insurance Industry 4.4.2 Spend Analysis on Technology Services in Insurance Industry 4.4.3 Spend Analysis on Hardware in Insurance Industry
5 Artificial Intelligence Spending Analysis in Healthcare & Pharma Industry in United States
5.1 Artificial Intelligence Spending Analysis in Healthcare & Pharma Industry, 2016-2025 5.2 Artificial Intelligence Spending Analysis in Healthcare & Pharma Industry by Application, 2016-2025 5.2.1 Spend Analysis on Health Records & Lifestyle Management in Healthcare & Pharma Industry 5.2.2 Spend Analysis on Drug Discovery and Research Database in Healthcare & Pharma Industry 5.2.3 Spend Analysis on Genomic Sequencing Database in Healthcare & Pharma Industry 5.2.4 Spend Analysis on Hospital Management and Automation in Healthcare & Pharma Industry 5.2.5 Spend Analysis on Diagnostics in Healthcare & Pharma Industry 5.2.6 Spend Analysis on Robotics in Healthcare & Pharma Industry 5.2.7 Spend Analysis on Precision Medicine in Healthcare & Pharma Industry 5.2.8 Spend Analysis on Real Time Monitoring in Healthcare & Pharma Industry 5.2.9 Spend Analysis on Chatbots in Healthcare & Pharma Industry 5.2.10 Spend Analysis on Image Analysis in Healthcare & Pharma Industry 5.3 Artificial Intelligence Spending Analysis in Healthcare & Pharma Industry by AI Domain, 2016-2025 5.3.1 Spend Analysis on Machine Learning and Deep Learning in Healthcare & Pharma Industry 5.3.2 Spend Analysis on Natural Language Processing (NLP) in Healthcare & Pharma Industry 5.3.3 Spend Analysis on Robotics and Expert Systems in Healthcare & Pharma Industry 5.3.4 Spend Analysis on Machine Vision & Hearing in Healthcare & Pharma Industry 5.4 Artificial Intelligence Spending Analysis in Healthcare & Pharma Industry by Technology Development, 2016-2025 5.4.1 Spend Analysis on Software Development in Healthcare & Pharma Industry 5.4.2 Spend Analysis on Technology Services in Healthcare & Pharma Industry 5.4.3 Spend Analysis on Hardware in Healthcare & Pharma Industry
6 Artificial Intelligence Spending Analysis in Retail Industry in United States
6.1 Artificial Intelligence Spending Analysis in Retail Industry, 2016-2025 6.2 Artificial Intelligence Spending Analysis in Retail Industry by Application, 2016-2025 6.2.1 Spend Analysis on Real Time Pricing and Incentives in Retail Industry 6.2.2 Spend Analysis on Integrated Online and In-Store Analytics in Retail Industry 6.2.3 Spend Analysis on Logistics and Delivery in Retail Industry 6.2.4 Spend Analysis on Predictive Merchandising and Inventory Management in Retail Industry 6.2.5 Spend Analysis on Image Recognition in Retail Industry 6.2.6 Spend Analysis on Location Based Marketing in Retail Industry 6.2.7 Spend Analysis on Chatbots in Retail Industry 6.2.8 Spend Analysis on Personalization and Customer Segmentation in Retail Industry 6.2.9 Spend Analysis on Fraud Detection and Risk Management in Retail Industry 6.3 Artificial Intelligence Spending Analysis in Retail Industry by AI Domain, 2016-2025 6.3.1 Spend Analysis on Machine Learning and Deep Learning in Retail Industry 6.3.2 Spend Analysis on Natural Language Processing (NLP) in Retail Industry 6.3.3 Spend Analysis on Robotics and Expert Systems in Retail Industry 6.3.4 Spend Analysis on Machine Vision & Hearing in Retail Industry 6.4 Artificial Intelligence Spending Analysis in Retail Industry by Technology Development, 2016-2025 6.4.1 Spend Analysis on Software Development in Retail Industry 6.4.2 Spend Analysis on Technology Services in Retail Industry 6.4.3 Spend Analysis on Hardware in Retail Industry
7 Artificial Intelligence Spending Analysis in Automotive Industry in United States
7.1 Artificial Intelligence Spending Analysis in Automotive Industry, 2016-2025 7.2 Artificial Intelligence Spending Analysis in Automotive Industry by Application, 2016-2025 7.2.1 Spend Analysis on Supply Chain Optimization in Automotive Industry 7.2.2 Spend Analysis on Industrial Robotics and Adaptive Manufacturing in Automotive Industry 7.2.3 Spend Analysis on Autonomous Vehicle and Assistance Systems in Automotive Industry 7.2.4 Spend Analysis on Customer Segmentation & Personalization in Automotive Industry 7.2.5 Spend Analysis on Production Optimization and Demand Prediction in Automotive Industry 7.2.6 Spend Analysis on Automated Quality Control in Automotive Industry 7.2.7 Spend Analysis on Preventive Maintenance in Automotive Industry 7.3 Artificial Intelligence Spending Analysis in Automotive Industry by AI Domain, 2016-2025 7.3.1 Spend Analysis on Machine Learning and Deep Learning in Automotive Industry 7.3.2 Spend Analysis on Natural Language Processing (NLP) in Automotive Industry 7.3.3 Spend Analysis on Robotics and Expert Systems in Automotive Industry 7.3.4 Spend Analysis on Machine Vision & Hearing in Automotive Industry 7.4 Artificial Intelligence Spending Analysis in Automotive Industry by Technology Development, 2016-2025 7.4.1 Spend Analysis on Software Development in Automotive Industry 7.4.2 Spend Analysis on Technology Services in Automotive Industry 7.4.3 Spend Analysis on Hardware in Automotive Industry
8 Artificial Intelligence Spending Analysis in Defense Industry in United States
8.1 Artificial Intelligence Spending Analysis in Defense Industry, 2016-2025 8.2 Artificial Intelligence Spending Analysis in Defense Industry by Application, 2016-2025 8.2.1 Spend Analysis on Unmanned Vehicles in Defense Industry 8.2.2 Spend Analysis on Robotics in Defense Industry 8.2.3 Spend Analysis on Mission Critical Application and Platforms in Defense Industry 8.2.4 Spend Analysis on Threat Prevention Intelligence in Defense Industry 8.2.5 Spend Analysis on Predictive Maintenance and Machinery Inspection in Defense Industry 8.2.6 Spend Analysis on Recruitment in Defense Industry 8.2.7 Spend Analysis on Location and Mapping in Defense Industry 8.2.8 Spend Analysis on Cyber Security in Defense Industry 8.2.9 Spend Analysis on Supply Chain Optimization and Fleet Management in Defense Industry 8.2.10 Spend Analysis on Planning and Resource Allocation in Defense Industry 8.2.11 Spend Analysis on Agent Based Decision Making in Defense Industry 8.3 Artificial Intelligence Spending Analysis in Defense Industry by AI Domain, 2016-2025 8.3.1 Spend Analysis on Machine Learning and Deep Learning in Defense Industry 8.3.2 Spend Analysis on Natural Language Processing (NLP) in Defense Industry 8.3.3 Spend Analysis on Robotics and Expert Systems in Defense Industry 8.3.4 Spend Analysis on Machine Vision & Hearing in Defense Industry 8.4 Artificial Intelligence Spending Analysis in Defense Industry by Technology Development, 2016-2025 8.4.1 Spend Analysis on Software Development in Defense Industry 8.4.2 Spend Analysis on Technology Services in Defense Industry 8.4.3 Spend Analysis on Hardware in Defense Industry
9 Artificial Intelligence Spending Analysis in Aerospace Industry in United States
9.1 Artificial Intelligence Spending Analysis in Aerospace Industry, 2016-2025 9.2 Artificial Intelligence Spending Analysis in Aerospace Industry by Application, 2016-2025 9.2.1 Spend Analysis on Supply Chain Optimization in Aerospace Industry 9.2.2 Spend Analysis on Industrial Robotics and Adaptive Manufacturing in Aerospace Industry 9.2.3 Spend Analysis on Crisis Management in Aerospace Industry 9.2.4 Spend Analysis on Auto-Pilot in Aerospace Industry 9.2.5 Spend Analysis on Production Optimization in Aerospace Industry 9.2.6 Spend Analysis on Predictive Maintenance and Machinery Inspection in Aerospace Industry 9.2.7 Spend Analysis on Automated Quality Control in Aerospace Industry 9.2.8 Spend Analysis on Data Security in Aerospace Industry 9.2.9 Spend Analysis on Weather Forecasting in Aerospace Industry 9.2.10 Spend Analysis on Mapping and Air Traffic Movement Optimization in Aerospace Industry 9.3 Artificial Intelligence Spending Analysis in Aerospace Industry by AI Domain, 2016-2025 9.3.1 Spend Analysis on Machine Learning and Deep Learning in Aerospace Industry 9.3.2 Spend Analysis on Natural Language Processing (NLP) in Aerospace Industry 9.3.3 Spend Analysis on Robotics and Expert Systems in Aerospace Industry 9.3.4 Spend Analysis on Machine Vision & Hearing in Aerospace Industry 9.4 Artificial Intelligence Spending Analysis in Aerospace Industry by Technology Development, 2016-2025 9.4.1 Spend Analysis on Software Development in Aerospace Industry 9.4.2 Spend Analysis on Technology Services in Aerospace Industry 9.4.3 Spend Analysis on Hardware in Aerospace Industry
10 Artificial Intelligence Spending Analysis in Construction Industry in United States
10.1 Artificial Intelligence Spending Analysis in Construction Industry, 2016-2025 10.2 Artificial Intelligence Spending Analysis in Construction Industry by Application, 2016-2025 10.2.1 Spend Analysis on Robotics in Construction Industry 10.2.2 Spend Analysis on Unmanned Vehicles in Construction Industry 10.2.3 Spend Analysis on Risk Assessment and Operations in Construction Industry 10.2.4 Spend Analysis on Planning and Project Control in Construction Industry 10.2.5 Spend Analysis on Structural and Engineering Assessment in Construction Industry 10.2.6 Spend Analysis on Chatbots in Construction Industry 10.3 Artificial Intelligence Spending Analysis in Construction Industry by AI Domain, 2016-2025 10.3.1 Spend Analysis on Machine Learning and Deep Learning in Construction Industry 10.3.2 Spend Analysis on Natural Language Processing (NLP) in Construction Industry 10.3.3 Spend Analysis on Robotics and Expert Systems in Construction Industry 10.3.4 Spend Analysis on Machine Vision & Hearing in Construction Industry 10.4 Artificial Intelligence Spending Analysis in Construction Industry by Technology Development, 2016-2025 10.4.1 Spend Analysis on Software Development in Construction Industry 10.4.2 Spend Analysis on Technology Services in Construction Industry 10.4.3 Spend Analysis on Hardware in Construction Industry
11 Artificial Intelligence Spending Analysis in Public Sector in United States
11.1 Artificial Intelligence Spending Analysis in Public Sector, 2016-2025 11.2 Artificial Intelligence Spending Analysis in Public Sector by Application, 2016-2025 11.2.1 Spend Analysis on Project and Resource Planning in Public Sector 11.2.2 Spend Analysis on e-Governance and Automation in Public Sector 11.2.3 Spend Analysis on Criminal Justice and Public Safety in Public Sector 11.2.4 Spend Analysis on Disaster Management in Public Sector 11.2.5 Spend Analysis on Financial Investigation in Public Sector 11.2.6 Spend Analysis on Cyber Security and Investigation in Public Sector 11.2.7 Spend Analysis on Chatbots in Public Sector 11.2.8 Spend Analysis on Threat Prevention Intelligence in Public Sector 11.2.9 Spend Analysis on Traffic Management in Public Sector 11.3 Artificial Intelligence Spending Analysis in Public Sector by AI Domain, 2016-2025 11.3.1 Spend Analysis on Machine Learning and Deep Learning in Public Sector 11.3.2 Spend Analysis on Natural Language Processing (NLP) in Public Sector 11.3.3 Spend Analysis on Robotics and Expert Systems in Public Sector 11.3.4 Spend Analysis on Machine Vision & Hearing in Public Sector 11.4 Artificial Intelligence Spending Analysis in Public Sector by Technology Development, 2016-2025 11.4.1 Spend Analysis on Software Development in Public Sector 11.4.2 Spend Analysis on Technology Services in Public Sector 11.4.3 Spend Analysis on Hardware in Public Sector
12 Artificial Intelligence Spending Analysis in Professional Services Industry in United States
12.1 Artificial Intelligence Spending Analysis in Professional Services Industry, 2016-2025 12.2 Artificial Intelligence Spending Analysis in Professional Services Industry by Application, 2016-2025 12.2.1 Spend Analysis on Project and Resource Planning in Professional Services Industry 12.2.2 Spend Analysis on Real Time and Predictive Business Intelligence in Professional Services Industry 12.2.3 Spend Analysis on Design Thinking and Innovation in Professional Services Industry 12.2.4 Spend Analysis on Sales and Marketing Analytics in Professional Services Industry 12.2.5 Spend Analysis on Document Review and Contract Analysis in Professional Services Industry 12.2.6 Spend Analysis on Chatbots in Professional Services Industry 12.2.7 Spend Analysis on Cyber Security in Professional Services Industry 12.2.8 Spend Analysis on Intelligent CRM in Professional Services Industry 12.2.9 Spend Analysis on Human Resource Management in Professional Services Industry 12.3 Artificial Intelligence Spending Analysis in Professional Services Industry by AI Domain, 2016-2025 12.3.1 Spend Analysis on Machine Learning and Deep Learning in Professional Services Industry 12.3.2 Spend Analysis on Natural Language Processing (NLP) in Professional Services Industry 12.3.3 Spend Analysis on Robotics and Expert Systems in Professional Services Industry 12.3.4 Spend Analysis on Machine Vision & Hearing in Professional Services Industry 12.4 Artificial Intelligence Spending Analysis in Professional Services Industry by Technology Development, 2016-2025 12.4.1 Spend Analysis on Software Development in Professional Services Industry 12.4.2 Spend Analysis on Technology Services in Professional Services Industry 12.4.3 Spend Analysis on Hardware in Professional Services Industry
13 Artificial Intelligence Spending Analysis in Agriculture Industry in United States
13.1 Artificial Intelligence Spending Analysis in Agriculture Industry, 2016-2025 13.2 Artificial Intelligence Spending Analysis in Agriculture Industry by Application, 2016-2025 13.2.1 Spend Analysis on Food Safety in Agriculture Industry 13.2.2 Spend Analysis on Livestock Management in Agriculture Industry 13.2.3 Spend Analysis on Supply Chain Management in Agriculture Industry 13.2.4 Spend Analysis on Pest Control and Weed Identification in Agriculture Industry 13.2.5 Spend Analysis on Crop Planning and Weather Forecasting in Agriculture Industry 13.2.6 Spend Analysis on Predictive Maintenance and Machinery Inspection in Agriculture Industry 13.2.7 Spend Analysis on Chatbots in Agriculture Industry 13.2.8 Spend Analysis on Unmanned Vehicles and Drones in Agriculture Industry 13.2.9 Spend Analysis on Automated Irrigation Systems in Agriculture Industry 13.2.10 Spend Analysis on Crop Health Monitoring in Agriculture Industry 13.2.11 Spend Analysis on Cattle Monitoring in Agriculture Industry 13.3 Artificial Intelligence Spending Analysis in Agriculture Industry by AI Domain, 2016-2025 13.3.1 Spend Analysis on Machine Learning and Deep Learning in Agriculture Industry 13.3.2 Spend Analysis on Natural Language Processing (NLP) in Agriculture Industry 13.3.3 Spend Analysis on Robotics and Expert Systems in Agriculture Industry 13.3.4 Spend Analysis on Machine Vision & Hearing in Agriculture Industry 13.4 Artificial Intelligence Spending Analysis in Agriculture Industry by Technology Development, 2016-2025 13.4.1 Spend Analysis on Software Development in Agriculture Industry 13.4.2 Spend Analysis on Technology Services in Agriculture Industry 13.4.3 Spend Analysis on Hardware in Agriculture Industry
14 Artificial Intelligence Spending Analysis in Energy and Utilities Industry in United States
14.1 Artificial Intelligence Spending Analysis in Energy and Utilities Industry, 2016-2025 14.2 Artificial Intelligence Spending Analysis in Energy and Utilities Industry by Application, 2016-2025 14.2.1 Spend Analysis on Building Energy Management in Energy and Utilities Industry 14.2.2 Spend Analysis on Production Optimization in Energy and Utilities Industry 14.2.3 Spend Analysis on Fraud Detection in Energy and Utilities Industry 14.2.4 Spend Analysis on Supply Chain Management in Energy and Utilities Industry 14.3 Artificial Intelligence Spending Analysis in Energy and Utilities Industry by AI Domain, 2016-2025 14.3.1 Spend Analysis on Machine Learning and Deep Learning in Energy and Utilities Industry 14.3.2 Spend Analysis on Natural Language Processing (NLP) in Energy and Utilities Industry 14.3.3 Spend Analysis on Robotics and Expert Systems in Energy and Utilities Industry 14.3.4 Spend Analysis on Machine Vision & Hearing in Energy and Utilities Industry 14.4 Artificial Intelligence Spending Analysis in Energy and Utilities Industry by Technology Development, 2016-2025 14.4.1 Spend Analysis on Software Development in Energy and Utilities Industry 14.4.2 Spend Analysis on Technology Services in Energy and Utilities Industry 14.4.3 Spend Analysis on Hardware in Energy and Utilities Industry
15 Artificial Intelligence Spending Analysis in Education Industry in United States
15.1 Artificial Intelligence Spending Analysis in Education Industry, 2016-2025 15.2 Artificial Intelligence Spending Analysis in Education Industry by Application, 2016-2025 15.2.1 Spend Analysis on Behaviour Analytics in Education Industry 15.2.2 Spend Analysis on Personalized Tutoring and Recommendations in Education Industry 15.2.3 Spend Analysis on Language Expertise in Education Industry 15.2.4 Spend Analysis on Impairment Solutions in Education Industry 15.2.5 Spend Analysis on Sales and Marketing in Education Industry 15.2.6 Spend Analysis on Operational Efficiency in Education Industry 15.3 Artificial Intelligence Spending Analysis in Education Industry by AI Domain, 2016-2025 15.3.1 Spend Analysis on Machine Learning and Deep Learning in Education Industry 15.3.2 Spend Analysis on Natural Language Processing (NLP) in Education Industry 15.3.3 Spend Analysis on Robotics and Expert Systems in Education Industry 15.3.4 Spend Analysis on Machine Vision & Hearing in Education Industry 15.4 Artificial Intelligence Spending Analysis in Education Industry by Technology Development, 2016-2025 15.4.1 Spend Analysis on Software Development in Education Industry 15.4.2 Spend Analysis on Technology Services in Education Industry 15.4.3 Spend Analysis on Hardware in Education Industry
16 Artificial Intelligence Spending Analysis in Media and Entertainment Industry in United States
16.1 Artificial Intelligence Spending Analysis in Media and Entertainment Industry, 2016-2025 16.2 Artificial Intelligence Spending Analysis in Media and Entertainment Industry by Application, 2016-2025 16.2.1 Spend Analysis on Gaming in Media and Entertainment Industry 16.2.2 Spend Analysis on Fake Story Detection in Media and Entertainment Industry 16.2.3 Spend Analysis on Plagiarism Detection in Media and Entertainment Industry 16.2.4 Spend Analysis on Personalization in Media and Entertainment Industry 16.2.5 Spend Analysis on Production Planning and Management in Media and Entertainment Industry 16.2.6 Spend Analysis on Sales and Marketing in Media and Entertainment Industry 16.2.7 Spend Analysis on Talent Identification in Media and Entertainment Industry 16.3 Artificial Intelligence Spending Analysis in Media and Entertainment Industry by AI Domain, 2016-2025 16.3.1 Spend Analysis on Machine Learning and Deep Learning in Media and Entertainment Industry 16.3.2 Spend Analysis on Natural Language Processing (NLP) in Media and Entertainment Industry 16.3.3 Spend Analysis on Robotics and Expert Systems in Media and Entertainment Industry 16.3.4 Spend Analysis on Machine Vision & Hearing in Media and Entertainment Industry 16.4 Artificial Intelligence Spending Analysis in Media and Entertainment Industry by Technology Development, 2016-2025 16.4.1 Spend Analysis on Software Development in Media and Entertainment Industry 16.4.2 Spend Analysis on Technology Services in Media and Entertainment Industry 16.4.3 Spend Analysis on Hardware in Media and Entertainment Industry
17 Artificial Intelligence Spending Analysis in Technology and Communication Industry in United States
17.1 Artificial Intelligence Spending Analysis in Technology and Communication Industry, 2016-2025 17.2 Artificial Intelligence Spending Analysis in Technology and Communication Industry by Application, 2016-2025 17.2.1 Spend Analysis on Project Planning and Control in Technology and Communication Industry 17.2.2 Spend Analysis on Development and Code Optimization in Technology and Communication Industry 17.2.3 Spend Analysis on Human Resource Management in Technology and Communication Industry 17.2.4 Spend Analysis on Design Optimization in Technology and Communication Industry 17.2.5 Spend Analysis on Multichannel Marketing Analytics in Technology and Communication Industry 17.2.6 Spend Analysis on Predictive Sales Intelligence in Technology and Communication Industry 17.2.7 Spend Analysis on Disruption Intelligence in Technology and Communication Industry 17.2.8 Spend Analysis on Fraud Mitigation in Technology and Communication Industry 17.2.9 Spend Analysis on Risk Management and Compliance in Technology and Communication Industry 17.3 Artificial Intelligence Spending Analysis in Technology and Communication Industry by AI Domain, 2016-2025 17.3.1 Spend Analysis on Machine Learning and Deep Learning in Technology and Communication Industry 17.3.2 Spend Analysis on Natural Language Processing (NLP) in Technology and Communication Industry 17.3.3 Spend Analysis on Robotics and Expert Systems in Technology and Communication Industry 17.3.4 Spend Analysis on Machine Vision & Hearing in Technology and Communication Industry 17.4 Artificial Intelligence Spending Analysis in Technology and Communication Industry by Technology Development, 2016-2025 17.4.1 Spend Analysis on Software Development in Technology and Communication Industry 17.4.2 Spend Analysis on Technology Services in Technology and Communication Industry 17.4.3 Spend Analysis on Hardware in Technology and Communication Industry
18 Artificial Intelligence Spending Analysis in Manufacturing Industry in United States
18.1 Artificial Intelligence Spending Analysis in Manufacturing Industry, 2016-2025 18.2 Artificial Intelligence Spending Analysis in Manufacturing Industry by Application, 2016-2025 18.2.1 Spend Analysis on Supply Chain Optimization in Manufacturing Industry 18.2.2 Spend Analysis on Industrial Robotics and Adaptive Manufacturing in Manufacturing Industry 18.2.3 Spend Analysis on Preventive Maintenance in Manufacturing Industry 18.2.4 Spend Analysis on Production Optimization in Manufacturing Industry 18.2.5 Spend Analysis on Automated Quality Control in Manufacturing Industry 18.3 Artificial Intelligence Spending Analysis in Manufacturing Industry by AI Domain, 2016-2025 18.3.1 Spend Analysis on Machine Learning and Deep Learning in Manufacturing Industry 18.3.2 Spend Analysis on Natural Language Processing (NLP) in Manufacturing Industry 18.3.3 Spend Analysis on Robotics and Expert Systems in Manufacturing Industry 18.3.4 Spend Analysis on Machine Vision & Hearing in Manufacturing Industry 18.4 Artificial Intelligence Spending Analysis in Manufacturing Industry by Technology Development, 2016-2025 18.4.1 Spend Analysis on Software Development in Manufacturing Industry 18.4.2 Spend Analysis on Technology Services in Manufacturing Industry 18.4.3 Spend Analysis on Hardware in Manufacturing Industry 18.5 Artificial Intelligence Spending Analysis in Manufacturing Industry by Sub - Industry, 2016-2025 18.5.1 Spend Analysis on Manufacturing Industry - Automotive 18.5.2 Spend Analysis on Manufacturing Industry - Energy and Utilities 18.5.3 Spend Analysis on Manufacturing Industry - Pharmaceuticals 18.5.4 Spend Analysis on Manufacturing Industry - Metals and Machine 18.5.5 Spend Analysis on Manufacturing Industry - Electronics and Semiconductors 18.5.6 Spend Analysis on Manufacturing Industry - Consumer Packaged Goods 18.5.7 Spend Analysis on Manufacturing Industry - Aerospace and Defense
19 Artificial Intelligence Spending Analysis in Logistics Industry in United States
19.1 Artificial Intelligence Spending Analysis in Logistics Industry 19.2 Artificial Intelligence Spending Analysis in Logistics Industry by Application, 2016-2025 19.2.1 Spend Analysis on Supply Chain Optimization in Logistics Industry 19.2.2 Spend Analysis on Demand Prediction in Logistics Industry 19.2.3 Spend Analysis on Planning and Resource Management in Logistics Industry 19.2.4 Spend Analysis on Real Time Route Optimization in Logistics Industry 19.3 Artificial Intelligence Spending Analysis in Logistics Industry by AI Domain, 2016-2025 19.3.1 Spend Analysis on Machine Learning and Deep Learning in Logistics Industry 19.3.2 Spend Analysis on Natural Language Processing (NLP) in Logistics Industry 19.3.3 Spend Analysis on Robotics and Expert Systems in Logistics Industry 19.3.4 Spend Analysis on Machine Vision & Hearing in Logistics Industry 19.4 Artificial Intelligence Spending Analysis in Logistics Industry by Technology Development, 2016-2025 19.4.1 Spend Analysis on Software Development in Logistics Industry 19.4.2 Spend Analysis on Technology Services in Logistics Industry 19.4.3 Spend Analysis on Hardware in Logistics Industry
20 Artificial Intelligence Spending Analysis in Advertising Industry in United States
20.1 Artificial Intelligence Spending Analysis in Advertising Industry 20.2 Artificial Intelligence Spending Analysis in Advertising Industry by Application, 2016-2025 20.2.1 Spend Analysis on Ad Campaign Planning and Reporting in Advertising Industry 20.2.2 Spend Analysis on Image Identification and Querying in Advertising Industry 20.2.3 Spend Analysis on Personalization and Targeted Advertising in Advertising Industry 20.2.4 Spend Analysis on Video Analysis in Advertising Industry 20.2.5 Spend Analysis on Speech Recognition in Advertising Industry 20.3 Artificial Intelligence Spending Analysis in Advertising Industry by AI Domain, 2016-2025 20.3.1 Spend Analysis on Machine Learning and Deep Learning in Advertising Industry 20.3.2 Spend Analysis on Natural Language Processing (NLP) in Advertising Industry 20.3.3 Spend Analysis on Robotics and Expert Systems in Advertising Industry 20.3.4 Spend Analysis on Machine Vision & Hearing in Advertising Industry 20.4 Artificial Intelligence Spending Analysis in Advertising Industry by Technology Development, 2016-2025 20.4.1 Spend Analysis on Software Development in Advertising Industry 20.4.2 Spend Analysis on Technology Services in Advertising Industry 20.4.3 Spend Analysis on Hardware in Advertising Industry *Full List of Tables Available on Enquiry.