Artificial General Intelligence (AGI) Market

Artificial General Intelligence (AGI) Market, Till 2035: Distribution by Type of Offering (Hardware, Software and Service), Type of Technology (Machine Learning, Deep Learning, Natural Language Processing and Robotics), Mode of Deployment (Cloud-based, On Premise and Web-based), Type of AI (Weak AI, Strong AI and Superintelligence), Type of Processing (Image Processing, Text Processing and Voice Processing), Area of Application (Cybersecurity, Financial Trading, Healthcare Research, Manufacturing, Online Search, Personal Security, Predictive Analytics, Robot-Assisted Surgery, Smart Cars, Telehealth, Virtual Nursing Assistance and Others), Company Size (Small and Medium-sized Enterprises (SMEs) and Large Enterprises), End User (Agriculture, Automotive, Banking, Financial Services and Insurance (BFSI), Educational Institutes, Government and Defense, Healthcare, IT and Telecom, Manufacturing, Media and Entertainment, Retail and eCommerce, Transportation and Logistics and Others), Business Model (B2B, B2C and B2B2C) and Key Geographical Regions (North America, Europe, Asia, Latin America and Middle East and North Africa and Rest of the World): Industry Trends and Global Forecasts

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Table of Content

1. PREFACE
1.1. Introduction
1.2. Market Share Insights
1.3. Key Market Insights
1.4. Report Coverage
1.5. Key Questions Answered
1.6. Chapter Outlines

2. RESEARCH METHODOLOGY
2.1. Chapter Overview
2.2. Research Assumptions
2.3. Database Building
2.3.1. Data Collection
2.3.2. Data Validation
2.3.3. Data Analysis

2.4. Project Methodology
2.4.1. Secondary Research
2.4.1.1. Annual Reports
2.4.1.2. Academic Research Papers
2.4.1.3. Company Websites
2.4.1.4. Investor Presentations
2.4.1.5. Regulatory Filings
2.4.1.6. White Papers
2.4.1.7. Industry Publications
2.4.1.8. Conferences and Seminars
2.4.1.9. Government Portals
2.4.1.10. Media and Press Releases
2.4.1.11. Newsletters
2.4.1.12. Industry Databases
2.4.1.13. Roots Proprietary Databases
2.4.1.14. Paid Databases and Sources
2.4.1.15. Social Media Portals
2.4.1.16. Other Secondary Sources

2.4.2. Primary Research
2.4.2.1. Introduction
2.4.2.2. Types
2.4.2.2.1. Qualitative
2.4.2.2.2. Quantitative
2.4.2.3. Advantages
2.4.2.4. Techniques
2.4.2.4.1. Interviews
2.4.2.4.2. Surveys
2.4.2.4.3. Focus Groups
2.4.2.4.4. Observational Research
2.4.2.4.5. Social Media Interactions
2.4.2.5. Stakeholders
2.4.2.5.1. Company Executives (CXOs)
2.4.2.5.2. Board of Directors
2.4.2.5.3. Company Presidents and Vice Presidents
2.4.2.5.4. Key Opinion Leaders
2.4.2.5.5. Research and Development Heads
2.4.2.5.6. Technical Experts
2.4.2.5.7. Subject Matter Experts
2.4.2.5.8. Scientists
2.4.2.5.9. Doctors and Other Healthcare Providers
2.4.2.6. Ethics and Integrity
2.4.2.6.1. Research Ethics
2.4.2.6.2. Data Integrity

2.4.3. Analytical Tools and Databases

3. ECONOMIC AND OTHER PROJECT SPECIFIC CONSIDERATIONS
3.1. Forecast Methodology
3.1.1. Top-Down Approach
3.1.2. Bottom-Up Approach
3.1.3. Hybrid Approach

3.2. Market Assessment Framework
3.2.1. Total Addressable Market (TAM)
3.2.2. Serviceable Addressable Market (SAM)
3.2.3. Serviceable Obtainable Market (SOM)
3.2.4. Currently Acquired Market (CAM)

3.3. Forecasting Tools and Techniques
3.3.1. Qualitative Forecasting
3.3.2. Correlation
3.2.3. Regression
3.3.4. Time Series Analysis
3.3.5. Extrapolation
3.3.6. Convergence
3.3.7. Forecast Error Analysis
3.3.8. Data Visualization
3.3.9. Scenario Planning
3.3.10. Sensitivity Analysis

3.4. Key Considerations
3.4.1. Demographics
3.4.2. Market Access
3.4.3. Reimbursement Scenarios
3.4.4. Industry Consolidation

3.5. Robust Quality Control
3.6. Key Market Segmentations
3.7 Limitations

4. MACRO-ECONOMIC INDICATORS
4.1. Chapter Overview
4.2. Market Dynamics
4.2.1. Time Period
4.2.1.1. Historical Trends
4.2.1.2. Current and Forecasted Estimates

4.2.2. Currency Coverage
4.2.2.1. Overview of Major Currencies Affecting the Market
4.2.2.2. Impact of Currency Fluctuations on the Industry

4.2.3. Foreign Exchange Impact
4.2.3.1. Evaluation of Foreign Exchange Rates and Their Impact on Market
4.2.3.2. Strategies for Mitigating Foreign Exchange Risk

4.2.4. Recession
4.2.4.1. Historical Analysis of Past Recessions and Lessons Learnt
4.2.4.2. Assessment of Current Economic Conditions and Potential Impact on the Market

4.2.5. Inflation
4.2.5.1. Measurement and Analysis of Inflationary Pressures in the Economy
4.2.5.2. Potential Impact of Inflation on the Market Evolution

4.2.6. Interest Rates
4.2.6.1. Overview of Interest Rates and Their Impact on the Market
4.2.6.2. Strategies for Managing Interest Rate Risk
 
4.2.7. Commodity Flow Analysis
4.2.7.1. Type of Commodity
4.2.7.2. Origins and Destinations
4.2.7.3. Values and Weights
4.2.7.4. Modes of Transportation

4.2.8. Global Trade Dynamics
4.2.8.1. Import Scenario
4.2.8.2. Export Scenario

4.2.9. War Impact Analysis
4.2.9.1. Russian-Ukraine War
4.2.9.2. Israel-Hamas War

4.2.10. COVID Impact / Related Factors
4.2.10.1. Global Economic Impact
4.2.10.2. Industry-specific Impact
4.2.10.3. Government Response and Stimulus Measures
4.2.10.4. Future Outlook and Adaptation Strategies

4.2.11. Other Indicators
4.2.11.1. Fiscal Policy
4.2.11.2. Consumer Spending
4.2.11.3. Gross Domestic Product (GDP)
4.2.11.4. Employment
4.2.11.5. Taxes
4.2.11.6. R&D Innovation
4.2.11.7. Stock Market Performance
4.2.11.8. Supply Chain
4.2.11.9. Cross-Border Dynamics

5. EXECUTIVE SUMMARY

6. INTRODUCTION
6.1. Chapter Overview
6.2. Overview of Artificial General Intelligence (AGI)
6.2.1. Key Characteristics of AGI
6.2.2. Type of Offering
6.2.3. Type of Technology
6.2.4. Mode of Deployment
6.2.5. Type of AGI
6.2.6. Type of Processing
6.2.7. Area of Application

6.3. Future Perspective

7. COMPETITIVE LANDSCAPE
7.1. Chapter Overview
7.2. Artificial General Intelligence: Overall Market Landscape
7.2.1. Analysis by Year of Establishment
7.2.2. Analysis by Company Size
7.2.3. Analysis by Location of Headquarters
7.2.4. Analysis by Ownership Structure

8. COMPANY PROFILES
8.1. Chapter Overview
8.2.1. Amazon*
8.2.1.1. Company Overview
8.2.1.2. Company Mission
8.2.1.3. Company Footprint
8.2.1.4. Management Team
8.2.1.5. Contact Details
8.2.1.6. Financial Performance
8.2.1.7. Operating Business Segments
8.2.1.8. Service / Product Portfolio (project specific)
8.2.1.9. MOAT Analysis
8.2.1.10. Recent Developments and Future Outlook

* similar detail is presented for other below mentioned companies based on information in the public domain 

8.2.2. Apple
8.2.3. Baidu
8.2.4. IBM
8.2.5. Intel
8.2.6. Meta
8.2.7. Microsoft
8.2.8. OpenAI
8.2.9. Salesforce
8.2.10. Wipro

9. VALUE CHAIN ANALYSIS

10. SWOT ANALYSIS

11. GLOBAL ARTIFICIAL GENERAL INTELLIGENCE MARKET
11.1. Chapter Overview
11.2. Key Assumptions and Methodology
11.3. Trends Disruption Impacting Market
11.4. Global Artificial General Intelligence Market, Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
11.5. Multivariate Scenario Analysis
11.5.1. Conservative Scenario
11.5.2. Optimistic Scenario

11.6. Key Market Segmentations

12. MARKET OPPORTUNITIES BASED ON TYPE OF OFFERING
12.1. Chapter Overview
12.2. Key Assumptions and Methodology
12.3. Revenue Shift Analysis
12.4. Market Movement Analysis
12.5. Penetration-Growth (P-G) Matrix
12.6. AGI Market for Hardware: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
12.7. AGI Market for Software: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
12.8. AGI Market for Service: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
12.9. Data Triangulation and Validation

13. MARKET OPPORTUNITIES BASED ON TYPE OF TECHNOLOGY
13.1. Chapter Overview
13.2. Key Assumptions and Methodology
13.3. Revenue Shift Analysis
13.4. Market Movement Analysis
13.5. Penetration-Growth (P-G) Matrix
13.6. AGI Market for Machine Learning: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
13.7. AGI Market for Deep Learning: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
13.8. AGI Market for Natural Language Processing: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
13.9. AGI Market for Robotics: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
13.10. Data Triangulation and Validation

14. MARKET OPPORTUNITIES BASED ON MODE OF DEPLOYEMENT
14.1. Chapter Overview
14.2. Key Assumptions and Methodology
14.3. Revenue Shift Analysis
14.4. Market Movement Analysis
14.5. Penetration-Growth (P-G) Matrix
14.6. AGI Market for Cloud-based Solutions: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
14.7. AGI Market for On Premise Solutions: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
14.8. AGI Market for Web-based Solutions: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
14.9. Data Triangulation and Validation

15. MARKET OPPORTUNITIES BASED ON TYPE OF AGI
15.1. Chapter Overview
15.2. Key Assumptions and Methodology
15.3. Revenue Shift Analysis
15.4. Market Movement Analysis
15.5. Penetration-Growth (P-G) Matrix
15.6. AGI Market for Weak AI: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
15.7. AGI Market for Strong AI: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
15.8. AGI Market for Superintelligence: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
15.9. Data Triangulation and Validation

16. MARKET OPPORTUNITIES BASED ON TYPE OF PROCESSING
16.1. Chapter Overview
16.2. Key Assumptions and Methodology
16.3. Revenue Shift Analysis
16.4. Market Movement Analysis
16.5. Penetration-Growth (P-G) Matrix
16.6. AGI Market for Image Processing: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
16.7. AGI Market for Text Processing: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
16.8. AGI Market for Voice Processing: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
16.9. Data Triangulation and Validation

17. MARKET OPPORTUNITIES BASED ON AREA OF APPLICATION
17.1. Chapter Overview
17.2. Key Assumptions and Methodology
17.3. Revenue Shift Analysis
17.4. Market Movement Analysis
17.5. Penetration-Growth (P-G) Matrix
17.6. AGI Market for Cybersecurity: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.7. AGI Market for Financial Trading: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.8. AGI Market for Healthcare Research: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.9. AGI Market for Manufacturing: Historical Trends Since 2018) and Forecasted Estimates (Till 2035)
17.10. AGI Market for Online Search: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.11. AGI Market for Personal Security: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.12. AGI Market for Predictive Analytics: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.13. AGI Market for Robot-Assisted Surgery: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.14. AGI Market for Smart Cars: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.15. AGI Market for Telehealth: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.16. AGI Market for Virtual Nursing Assistance: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
17.17. AGI Market for Others: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)

17.18. Data Triangulation and Validation

18. MARKET OPPORTUNITIES BASED ON COMPANY SIZE
18.1. Chapter Overview
18.2. Key Assumptions and Methodology
18.3. Revenue Shift Analysis
18.4. Market Movement Analysis
18.5. Penetration-Growth (P-G) Matrix
18.6. AGI Market for Small and Medium-sized Enterprises (SMEs): Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
18.7. AGI Market for Large Enterprises: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
18.8. Data Triangulation and Validation

19. MARKET OPPORTUNITIES BASED ON END USER
19.1. Chapter Overview
19.2. Key Assumptions and Methodology
19.3. Revenue Shift Analysis
19.4. Market Movement Analysis
19.5. Penetration-Growth (P-G) Matrix
19.6. AGI Market for Agriculture: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.7. AGI Market for Automotive: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.8. AGI Market for Banking, Financial Services and Insurance (BFSI): Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.9. AGI Market for Educational Institutes: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.10. AGI Market for Government and Defense: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.11. AGI Market for Healthcare: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.12. AGI Market for IT and Telecom: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.13. AGI Market for Manufacturing: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.14. AGI Market for Media and Entertainment: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.15. AGI Market for Retail and eCommerce: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.16. AGI Market for Transportation and Logistics: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.17. AGI Market for Others: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
19.18. Data Triangulation and Validation

20. MARKET OPPORTUNITIES BASED ON BUSINESS MODEL
20.1. Chapter Overview
20.2. Key Assumptions and Methodology
20.3. Revenue Shift Analysis
20.4. Market Movement Analysis
20.5. Penetration-Growth (P-G) Matrix
20.6. AGI Market for B2B: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
20.7. AGI Market for B2C: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
20.8. AGI Market for B2B2C: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
20.9. Data Triangulation and Validation

21. MARKET OPPORTUNITIES FOR ARTIFICIAL GENERAL INTELLIGENCE (AGI) IN NORTH AMERICA
21.1. Chapter Overview
21.2. Key Assumptions and Methodology
21.3. Revenue Shift Analysis
21.4. Market Movement Analysis
21.5. Penetration-Growth (P-G) Matrix
21.6. AGI Market in North America: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
21.6.1. AGI Market in the US: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
21.6.2. AGI Market in Canada: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
21.6.3. AGI Market in Mexico: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
21.6.4. AGI Market in Other North American Countries: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
21.7. Data Triangulation and Validation

22. MARKET OPPORTUNITIES FOR ARTIFICIAL GENERAL INTELLIGENCE (AGI) IN EUROPE
22.1. Chapter Overview
22.2. Key Assumptions and Methodology
22.3. Revenue Shift Analysis
22.4. Market Movement Analysis
22.5. Penetration-Growth (P-G) Matrix
22.6. AGI Market in Europe: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.1. AGI Market in the Austria: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.2. AGI Market in Belgium: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.3. AGI Market in Denmark: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.4. AGI Market in France: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.5. AGI Market in Germany: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.6. AGI Market in Ireland: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.7. AGI Market in Italy: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.8. AGI Market in Netherlands: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.9. AGI Market in Norway: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.10. AGI Market in Russia: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.11. AGI Market in Spain: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.12. AGI Market in Sweden: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.13. AGI Market in Switzerland: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.14. AGI Market in the UK: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
22.6.15. AGI Market in Other European Countries: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)

22.7. Data Triangulation and Validation

23. MARKET OPPORTUNITIES FOR ARTIFICIAL GENERAL INTELLIGENCE (AGI) IN ASIA
23.1. Chapter Overview
23.2. Key Assumptions and Methodology
23.3. Revenue Shift Analysis
23.4. Market Movement Analysis
23.5. Penetration-Growth (P-G) Matrix
23.6. AGI Market in Asia: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
23.6.1. AGI Market in China: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
23.6.2. AGI Market in India: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
23.6.3. AGI Market in Japan: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
23.6.4. AGI Market in Singapore: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
23.6.5. AGI Market in South Korea: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
23.6.6. AGI Market in Other Asian Countries: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)

23.7. Data Triangulation and Validation

24. MARKET OPPORTUNITIES FOR ARTIFICIAL GENERAL INTELLIGENCE (AGI) IN MIDDLE EAST AND NORTH AFRICA (MENA)
24.1. Chapter Overview
24.2. Key Assumptions and Methodology
24.3. Revenue Shift Analysis
24.4. Market Movement Analysis
24.5. Penetration-Growth (P-G) Matrix
24.6. AGI Market in Middle East and North Africa (MENA): Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
24.6.1. AGI Market in Egypt: Historical Trends (Since 2018) and Forecasted Estimates (Till 205)
24.6.2. AGI Market in Iran: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
24.6.3. AGI Market in Iraq: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
24.6.4. AGI Market in Israel: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
24.6.5. AGI Market in Kuwait: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
24.6.6. AGI Market in Saudi Arabia: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
24.6.7. AGI Market in United Arab Emirates (UAE): Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
24.6.8. AGI Market in Other MENA Countries: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)

24.7. Data Triangulation and Validation

25. MARKET OPPORTUNITIES FOR ARTIFICIAL GENERAL INTELLIGENCE (AGI) IN LATIN AMERICA
25.1. Chapter Overview
25.2. Key Assumptions and Methodology
25.3. Revenue Shift Analysis
25.4. Market Movement Analysis
25.5. Penetration-Growth (P-G) Matrix
25.6. AGI Market in Latin America: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
25.6.1. AGI Market in Argentina: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
25.6.2. AGI Market in Brazil: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
25.6.3. AGI Market in Chile: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
25.6.4. AGI Market in Colombia Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
25.6.5. AGI Market in Venezuela: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
25.6.6. AGI Market in Other Latin American Countries: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)

25.7. Data Triangulation and Validation

26. MARKET OPPORTUNITIES FOR ARTIFICIAL GENERAL INTELLIGENCE (AGI) IN REST OF THE WORLD
26.1. Chapter Overview
26.2. Key Assumptions and Methodology
26.3. Revenue Shift Analysis
26.4. Market Movement Analysis
26.5. Penetration-Growth (P-G) Matrix
26.6. AGI Market in Rest of the World: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
26.6.1. AGI Market in Australia: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
26.6.2. AGI Market in New Zealand: Historical Trends (Since 2018) and Forecasted Estimates (Till 2035)
26.6.3. AGI Market in Other Countries
26.7. Data Triangulation and Validation

27. TABULATED DATA

28. LIST OF COMPANIES AND ORGANIZATIONS

29. CUSTOMIZATION OPPORTUNITIES

30. ROOTS SUBSCRIPTION SERVICES

31. AUTHOR DETAILS