1. Preface
1.1. Report Scope and Market Segmentation
1.2. Research Highlights
1.3. Research Objectives
1.4. Key Questions Answered
2. Assumptions and Research Methodology
2.1. Report Assumptions
2.2. Abbreviations Used
2.3. Research Methodology
3. Executive Summary
3.1. Global Cognitive Services Market Size, by Market Value (US$ Mn) and Market, by Region
4. Market Overview
4.1. Introduction
4.2. Market Indicator
4.3. Drivers and Restraints Snapshot Analysis
4.3.1. Drivers
4.3.2. Restraints
4.3.3. Opportunities
4.3.4. Porter’s Analysis
4.3.5. Value Chain Analysis
4.3.6. SWOT Analysis
5. Global Cognitive Services Market Analysis and Forecast
5.1. Global Cognitive Services Market Analysis and Forecast
5.2. Global Cognitive Services Market Size & Y-o-Y Growth Analysis
5.2.1. North America
5.2.2. Europe
5.2.3. Asia Pacific
5.2.4. Middle East & Africa
5.2.5. Latin America
6. Global Cognitive Services Market Analysis and Forecast, by Service
6.1. Introduction and Definition
6.2. Key Findings
6.3. Global Cognitive Services Market Value Share Analysis, by Service
6.4. Market Size (US$ Mn) Forecast, by Service
6.5. Global Cognitive Services Market Analysis, by Service
6.6. Global Cognitive Services Market Attractiveness Analysis, by Service
7. Global Cognitive Services Market Analysis and Forecast, by Application
7.1. Introduction and Definition
7.2. Global Cognitive Services Market Value Share Analysis, by Application
7.3. Market Size (US$ Mn) Forecast, by Application
7.4. Global Cognitive Services Market Analysis, by Application
7.5. Global Cognitive Services Market Attractiveness Analysis, by Application
8. Global Cognitive Services Market Analysis and Forecast, by Technology
8.1. Introduction and Definition
8.2. Global Cognitive Services Market Value Share Analysis, by Technology
8.3. Market Size (US$ Mn) Forecast, by Technology
8.4. Global Cognitive Services Market Analysis, by Technology
8.5. Global Cognitive Services Market Attractiveness Analysis, by Technology
9. Global Cognitive Services Market Analysis and Forecast, by Deployment Type
9.1. Introduction and Definition
9.2. Global Cognitive Services Market Value Share Analysis, by Deployment Type
9.3. Market Size (US$ Mn) Forecast, by Deployment Type
9.4. Global Cognitive Services Market Analysis, by Deployment Type
9.5. Global Cognitive Services Market Attractiveness Analysis, by Deployment Type
10. Global Cognitive Services Market Analysis and Forecast, by Enterprise Size
10.1. Introduction and Definition
10.2. Cognitive Services Market Value Share Analysis, by Enterprise Size
10.3. Market Size (US$ Mn) Forecast, by Enterprise Size
10.4. Cognitive Services Market Analysis, by Enterprise Size
10.5. Cognitive Services Market Attractiveness Analysis, by Enterprise Size
11. Global Cognitive Services Market Analysis and Forecast, by Vertical
11.1. Introduction and Definition
11.2. Cognitive Services Market Value Share Analysis, by Vertical
11.3. Market Size (US$ Mn) Forecast, by Vertical
11.4. Cognitive Services Market Analysis, by Vertical
11.5. Cognitive Services Market Attractiveness Analysis, by Vertical
12. Global Cognitive Services Market Analysis, by Region
12.1. Global Cognitive Services Market Value Share Analysis, by Region
12.2. Market Size (US$ Mn) Forecast, by Region
12.3. Global Cognitive Services Market Attractiveness Analysis, by Region
13. North America Cognitive Services Market Analysis
13.1. Key Findings
13.2. North America Cognitive Services Market Overview
13.3. North America Cognitive Services Market Value Share Analysis, by Service
13.4. North America Cognitive Services Market Forecast, by Service
13.4.1. Professional
13.4.2. Managed
13.5. North America Cognitive Services Market Value Share Analysis, by Application
13.6. North America Cognitive Services Market Forecast, by Application
13.6.1. Safety & Security Management
13.6.2. Supply Chain Management
13.6.3. Treatment System
13.6.4. Quality Management
13.6.5. Predictive Maintenance
13.6.6. Others
13.7. North America Cognitive Services Market Value Share Analysis, by Technology
13.8. North America Cognitive Services Market Forecast, by Technology
13.8.1. Machine Learning
13.8.2. Natural Language Processing
13.9. North America Cognitive Services Market Value Share Analysis, by Deployment Type
13.10. North America Cognitive Services Market Forecast, by Deployment Type
13.10.1. CLOUD
13.10.2. On-premises
13.11. North America Cognitive Services Market Value Share Analysis, by Enterprise Size
13.12. North America Cognitive Services Market Forecast, by Enterprise Size
13.12.1. Small & Medium Enterprises
13.12.2. Large Enterprises
13.13. North America Cognitive Services Market Value Share Analysis, by Vertical
13.14. North America Cognitive Services Market Forecast, by Vertical
13.14.1. Healthcare
13.14.2. Manufacturing
13.14.3. Banking, Financial Services, and Insurance (BFSI)
13.14.4. Retail
13.14.5. IT and Telecommunications
13.14.6. Public Sector
13.14.7. Education
13.14.8. Others
13.15. North America Cognitive Services Market Value Share Analysis, by Country
13.16. North America Cognitive Services Market Forecast, by Country
13.16.1.1. U.S., 2018–2026
13.16.1.2. Canada, 2018–2026
13.17. North America Cognitive Services Market Analysis, by Country
13.18. U.S. Cognitive Services Market Forecast, by Service
13.18.1. Professional
13.18.2. Managed
13.19. U.S. Cognitive Services Market Forecast, by Application
13.19.1. Safety & Security Management
13.19.2. Supply Chain Management
13.19.3. Treatment System
13.19.4. Quality Management
13.19.5. Predictive Maintenance
13.19.6. Others
13.20. U.S. Cognitive Services Market Forecast, by Technology
13.20.1. Machine Learning
13.20.2. Natural Language Processing
13.21. U.S. Cognitive Services Market Forecast, by Deployment Type
13.21.1. CLOUD
13.21.2. On-premises
13.22. U.S. Cognitive Services Market Forecast, by Enterprise Size
13.22.1. Small & Medium Enterprises
13.22.2. Large Enterprises
13.23. U.S. Cognitive Services Market Forecast, by Vertical
13.23.1. Healthcare
13.23.2. Manufacturing
13.23.3. Banking, Financial Services, and Insurance (BFSI)
13.23.4. Retail
13.23.5. IT and Telecommunications
13.23.6. Public Sector
13.23.7. Education
13.23.8. Others
13.24. Canada Cognitive Services Market Forecast, by Service
13.24.1. Professional
13.24.2. Managed
13.25. Canada Cognitive Services Market Forecast, by Application
13.25.1. Safety & Security Management
13.25.2. Supply Chain Management
13.25.3. Treatment System
13.25.4. Quality Management
13.25.5. Predictive Maintenance
13.25.6. Others
13.26. Canada Cognitive Services Market Forecast, by Technology
13.26.1. Machine Learning
13.26.2. Natural Language Processing
13.27. Canada Cognitive Services Market Forecast, by Deployment Type
13.27.1. CLOUD
13.27.2. On-premises
13.28. Canada Cognitive Services Market Forecast, by Enterprise Size
13.28.1. Small & Medium Enterprises
13.28.2. Large Enterprises
13.29. Canada Cognitive Services Market Forecast, by Vertical
13.29.1. Healthcare
13.29.2. Manufacturing
13.29.3. Banking, Financial Services, and Insurance (BFSI)
13.29.4. Retail
13.29.5. IT and Telecommunications
13.29.6. Public Sector
13.29.7. Education
13.29.8. Others
13.30. North America Cognitive Services Market Attractiveness Analysis
13.30.1. By Service
13.30.2. By Application
13.30.3. By Technology
13.30.4. By Deployment Type
13.30.5. By Enterprise Size
13.30.6. By Vertical
13.31. PEST Analysis
14. Europe Cognitive Services Market Analysis
14.1. Key Findings
14.2. Europe Cognitive Services Market Overview
14.3. Europe Cognitive Services Market Value Share Analysis, by Service
14.4. Europe Cognitive Services Market Forecast, by Service
14.4.1. Professional
14.4.2. Managed
14.5. Europe Cognitive Services Market Value Share Analysis, by Application
14.6. Europe Cognitive Services Market Forecast, by Application
14.6.1. Safety & Security Management
14.6.2. Supply Chain Management
14.6.3. Treatment System
14.6.4. Quality Management
14.6.5. Predictive Maintenance
14.6.6. Others
14.7. Europe Cognitive Services Market Value Share Analysis, by Technology
14.8. Europe Cognitive Services Market Forecast, by Technology
14.8.1. Machine Learning
14.8.2. Natural Language Processing
14.9. Europe Cognitive Services Market Value Share Analysis, by Deployment Type
14.10. Europe Cognitive Services Market Forecast, by Deployment Type
14.10.1. CLOUD
14.10.2. On-premises
14.11. Europe Cognitive Services Market Value Share Analysis, by Enterprise Size
14.12. Europe Cognitive Services Market Forecast, by Enterprise Size
14.12.1. Small & Medium Enterprises
14.12.2. Large Enterprises
14.13. Europe Cognitive Services Market Value Share Analysis, by Vertical
14.14. Europe Cognitive Services Market Forecast, by Vertical
14.14.1. Healthcare
14.14.2. Manufacturing
14.14.3. Banking, Financial Services, and Insurance (BFSI)
14.14.4. Retail
14.14.5. IT and Telecommunications
14.14.6. Public Sector
14.14.7. Education
14.14.8. Others
14.15. Europe Cognitive Services Market Value Share Analysis, by Country
14.16. Europe Cognitive Services Market Forecast, by Country
14.16.1.1. Germany
14.16.1.2. U.K.
14.16.1.3. France
14.16.1.4. Italy
14.16.1.5. Spain
14.16.1.6. Rest of Europe
14.17. Europe Cognitive Services Market Analysis, by Country/ Sub-region
14.18. Germany Cognitive Services Market Forecast, by Service
14.18.1. Professional
14.18.2. Managed
14.19. Germany Cognitive Services Market Forecast, by Application
14.19.1. Safety & Security Management
14.19.2. Supply Chain Management
14.19.3. Treatment System
14.19.4. Quality Management
14.19.5. Predictive Maintenance
14.19.6. Others
14.20. Germany Cognitive Services Market Forecast, by Technology
14.20.1. Machine Learning
14.20.2. Natural Language Processing
14.21. Germany Cognitive Services Market Forecast, by Deployment Type
14.21.1. CLOUD
14.21.2. On-premises
14.22. Germany Cognitive Services Market Forecast, by Enterprise Size
14.22.1. Small & Medium Enterprises
14.22.2. Large Enterprises
14.23. Germany Cognitive Services Market Forecast, by Vertical
14.23.1. Healthcare
14.23.2. Manufacturing
14.23.3. Banking, Financial Services, and Insurance (BFSI)
14.23.4. Retail
14.23.5. IT and Telecommunications
14.23.6. Public Sector
14.23.7. Education
14.23.8. Others
14.24. U.K. Cognitive Services Market Forecast, by Service
14.24.1. Professional
14.24.2. Managed
14.25. U.K. Cognitive Services Market Forecast, by Application
14.25.1. Safety & Security Management
14.25.2. Supply Chain Management
14.25.3. Treatment System
14.25.4. Quality Management
14.25.5. Predictive Maintenance
14.25.6. Others
14.26. U.K. Cognitive Services Market Forecast, by Technology
14.26.1. Machine Learning
14.26.2. Natural Language Processing
14.27. U.K. Cognitive Services Market Forecast, by Deployment Type
14.27.1. CLOUD
14.27.2. On-premises
14.28. U.K. Cognitive Services Market Forecast, by Enterprise Size
14.28.1. Small & Medium Enterprises
14.28.2. Large Enterprises
14.29. U.K. Cognitive Services Market Forecast, by Vertical
14.29.1. Healthcare
14.29.2. Manufacturing
14.29.3. Banking, Financial Services, and Insurance (BFSI)
14.29.4. Retail
14.29.5. IT and Telecommunications
14.29.6. Public Sector
14.29.7. Education
14.29.8. Others
14.30. France Cognitive Services Market Forecast, by Service
14.30.1. Professional
14.30.2. Managed
14.31. France Cognitive Services Market Forecast, by Application
14.31.1. Safety & Security Management
14.31.2. Supply Chain Management
14.31.3. Treatment System
14.31.4. Quality Management
14.31.5. Predictive Maintenance
14.31.6. Others
14.32. France Cognitive Services Market Forecast, by Technology
14.32.1. Machine Learning
14.32.2. Natural Language Processing
14.33. France Cognitive Services Market Forecast, by Deployment Type
14.33.1. CLOUD
14.33.2. On-premises
14.34. France Cognitive Services Market Forecast, by Enterprise Size
14.34.1. Small & Medium Enterprises
14.34.2. Large Enterprises
14.35. France Cognitive Services Market Forecast, by Vertical
14.36. Healthcare
14.37. Manufacturing
14.38. Banking, Financial Services, and Insurance (BFSI)
14.39. Retail
14.40. IT and Telecommunications
14.40.1. Public Sector
14.40.2. Education
14.41. Others
14.42. Italy Cognitive Services Market Forecast, by Service
14.42.1. Professional
14.42.2. Managed
14.43. Italy Cognitive Services Market Forecast, by Application
14.43.1. Safety & Security Management
14.43.2. Supply Chain Management
14.43.3. Treatment System
14.43.4. Quality Management
14.43.5. Predictive Maintenance
14.43.6. Others
14.44. Italy Cognitive Services Market Forecast, by Technology
14.44.1. Machine Learning
14.44.2. Natural Language Processing
14.45. Italy Cognitive Services Market Forecast, by Deployment Type
14.45.1. CLOUD
14.45.2. On-premises
14.46. Italy Cognitive Services Market Forecast, by Enterprise Size
14.46.1. Small & Medium Enterprises
14.46.2. Large Enterprises
14.47. Italy Cognitive Services Market Forecast, by Vertical
14.47.1. Healthcare
14.47.2. Manufacturing
14.47.3. Banking, Financial Services, and Insurance (BFSI)
14.47.4. Retail
14.47.5. IT and Telecommunications
14.47.6. Public Sector
14.47.7. Education
14.47.8. Others
14.48. Spain Cognitive Services Market Forecast, by Service
14.48.1. Professional
14.48.2. Managed
14.49. Spain Cognitive Services Market Forecast, by Application
14.49.1. Safety & Security Management
14.49.2. Supply Chain Management
14.49.3. Treatment System
14.49.4. Quality Management
14.49.5. Predictive Maintenance
14.49.6. Others
14.50. Spain Cognitive Services Market Forecast, by Technology
14.50.1. Machine Learning
14.50.2. Natural Language Processing
14.51. Spain Cognitive Services Market Forecast, by Deployment Type
14.51.1. CLOUD
14.51.2. On-premises
14.52. Spain Cognitive Services Market Forecast, by Enterprise Size
14.52.1. Small & Medium Enterprises
14.52.2. Large Enterprises
14.53. Spain Cognitive Services Market Forecast, by Vertical
14.53.1. Healthcare
14.53.2. Manufacturing
14.53.3. Banking, Financial Services, and Insurance (BFSI)
14.53.4. Retail
14.53.5. IT and Telecommunications
14.53.6. Public Sector
14.53.7. Education
14.53.8. Others
14.54. Rest of Europe Cognitive Services Market Forecast, by Service
14.54.1. Professional
14.54.2. Managed
14.55. Rest of Europe Cognitive Services Market Forecast, by Application
14.55.1. Safety & Security Management
14.55.2. Supply Chain Management
14.55.3. Treatment System
14.55.4. Quality Management
14.55.5. Predictive Maintenance
14.55.6. Others
14.56. Rest of Europe Cognitive Services Market Forecast, by Technology
14.56.1. Machine Learning
14.56.2. Natural Language Processing
14.57. Rest Of Europe Cognitive Services Market Forecast, by Deployment Type
14.57.1. CLOUD
14.57.2. On-premises
14.58. Rest Of Europe Cognitive Services Market Forecast, by Enterprise Size
14.58.1. Small & Medium Enterprises
14.58.2. Large Enterprises
14.59. Rest Of Europe Cognitive Services Market Forecast, by Vertical
14.59.1. Healthcare
14.59.2. Manufacturing
14.59.3. Banking, Financial Services, and Insurance (BFSI)
14.59.4. Retail
14.59.5. IT and Telecommunications
14.59.6. Public Sector
14.59.7. Education
14.59.8. Others
14.60. Europe Cognitive Services Market Attractiveness Analysis
14.60.1. By Service
14.60.2. By Application
14.60.3. By Technology
14.60.4. By Deployment Type
14.60.5. By Enterprise Size
14.60.6. By Vertical
14.61. PEST Analysis
15. Asia Pacific Cognitive Services Market Analysis
15.1. Key Findings
15.2. Asia Pacific Cognitive Services Market Overview
15.3. Asia Pacific Cognitive Services Market Value Share Analysis, by Service
15.4. Asia Pacific Cognitive Services Market Forecast, by Service
15.4.1. Professional
15.4.2. Managed
15.5. Asia Pacific Cognitive Services Market Value Share Analysis, by Application
15.6. Asia Pacific Cognitive Services Market Forecast, by Application
15.6.1. Safety & Security Management
15.6.2. Supply Chain Management
15.6.3. Treatment System
15.6.4. Quality Management
15.6.5. Predictive Maintenance
15.6.6. Others
15.7. Asia Pacific Cognitive Services Market Value Share Analysis, by Technology
15.8. Asia Pacific Cognitive Services Market Forecast, by Technology
15.8.1. Machine Learning
15.8.2. Natural Language Processing
15.9. Asia Pacific Cognitive Services Market Value Share Analysis, by Deployment Type
15.10. Asia Pacific Cognitive Services Market Forecast, by Deployment Type
15.10.1. CLOUD
15.10.2. On-premises
15.11. Asia Pacific Cognitive Services Market Value Share Analysis, by Enterprise Size
15.12. Asia Pacific Cognitive Services Market Forecast, by Enterprise Size
15.12.1. Small & Medium Enterprises
15.12.2. Large Enterprises
15.13. Asia Pacific Cognitive Services Market Value Share Analysis, by Vertical
15.14. Asia Pacific Cognitive Services Market Forecast, by Vertical
15.14.1. Healthcare
15.14.2. Manufacturing
15.14.3. Banking, Financial Services, and Insurance (BFSI)
15.14.4. Retail
15.14.5. IT and Telecommunications
15.14.6. Public Sector
15.14.7. Education
15.14.8. Others
15.15. Asia Pacific Cognitive Services Market Value Share Analysis, by Country
15.16. Asia Pacific Cognitive Services Market Forecast, by Country
15.16.1. China, 2018–2026
15.16.2. India, 2018–2026
15.16.3. Japan, 2018–2026
15.16.4. ASEAN, 2018–2026
15.16.5. Rest of Asia Pacific, 2018–2026
15.17. Asia Pacific Cognitive Services Market Analysis, by Country/ Sub-region
15.18. China Cognitive Services Market Forecast, by Service
15.18.1. Professional
15.18.2. Managed
15.19. China Cognitive Services Market Forecast, by Application
15.19.1. Safety & Security Management
15.19.2. Supply Chain Management
15.19.3. Treatment System
15.19.4. Quality Management
15.19.5. Predictive Maintenance
15.19.6. Others
15.20. China Cognitive Services Market Forecast, by Technology
15.20.1. Machine Learning
15.20.2. Natural Language Processing
15.21. China Cognitive Services Market Forecast, by Deployment Type
15.21.1. CLOUD
15.21.2. On-premises
15.22. China Cognitive Services Market Forecast, by Enterprise Size
15.22.1. Small & Medium Enterprises
15.22.2. Large Enterprises
15.23. China Cognitive Services Market Forecast, by Vertical
15.23.1. Healthcare
15.23.2. Manufacturing
15.23.3. Banking, Financial Services, and Insurance (BFSI)
15.23.4. Retail
15.23.5. IT and Telecommunications
15.23.6. Public Sector
15.23.7. Education
15.23.8. Others
15.24. India Cognitive Services Market Forecast, by Service
15.24.1. Professional
15.24.2. Managed
15.25. India Cognitive Services Market Forecast, by Application
15.25.1. Safety & Security Management
15.25.2. Supply Chain Management
15.25.3. Treatment System
15.25.4. Quality Management
15.25.5. Predictive Maintenance
15.25.6. Others
15.26. India Cognitive Services Market Forecast, by Technology
15.26.1. Machine Learning
15.26.2. Natural Language Processing
15.27. India Cognitive Services Market Forecast, by Deployment Type
15.27.1. CLOUD
15.27.2. On-premises
15.28. India Cognitive Services Market Forecast, by Enterprise Size
15.28.1. Small & Medium Enterprises
15.28.2. Large Enterprises
15.29. India Cognitive Services Market Forecast, by Vertical
15.29.1. Healthcare
15.29.2. Manufacturing
15.29.3. Banking, Financial Services, and Insurance (BFSI)
15.29.4. Retail
15.29.5. IT and Telecommunications
15.29.6. Public Sector
15.29.7. Education
15.29.8. Others
15.30. Japan Cognitive Services Market Forecast, by Service
15.30.1. Professional
15.30.2. Managed
15.31. Japan Cognitive Services Market Forecast, by Application
15.31.1. Safety & Security Management
15.31.2. Supply Chain Management
15.31.3. Treatment System
15.31.4. Quality Management
15.31.5. Predictive Maintenance
15.31.6. Others
15.32. Japan Cognitive Services Market Forecast, by Technology
15.32.1. Machine Learning
15.32.2. Natural Language Processing
15.33. Japan Cognitive Services Market Forecast, by Deployment Type
15.33.1. CLOUD
15.33.2. On-premises
15.34. Japan Cognitive Services Market Forecast, by Enterprise Size
15.34.1. Small & Medium Enterprises
15.34.2. Large Enterprises
15.35. Japan Cognitive Services Market Forecast, by Vertical
15.35.1. Healthcare
15.35.2. Manufacturing
15.35.3. Banking, Financial Services, and Insurance (BFSI)
15.35.4. Retail
15.35.5. IT and Telecommunications
15.35.6. Public Sector
15.35.7. Education
15.35.8. Others
15.36. ASEAN Cognitive Services Market Forecast, by Service
15.36.1. Professional
15.36.2. Managed
15.37. ASEAN Cognitive Services Market Forecast, by Application
15.37.1. Safety & Security Management
15.37.2. Supply Chain Management
15.37.3. Treatment System
15.37.4. Quality Management
15.37.5. Predictive Maintenance
15.37.6. Others
15.38. ASEAN Cognitive Services Market Forecast, by Technology
15.38.1. Machine Learning
15.38.2. Natural Language Processing
15.39. ASEAN Cognitive Services Market Forecast, by Deployment Type
15.39.1. CLOUD
15.39.2. On-premises
15.40. ASEAN Cognitive Services Market Forecast, by Enterprise Size
15.40.1. Small & Medium Enterprises
15.40.2. Large Enterprises
15.41. ASEAN Cognitive Services Market Forecast, by Vertical
15.41.1. Healthcare
15.41.2. Manufacturing
15.41.3. Banking, Financial Services, and Insurance (BFSI)
15.41.4. Retail
15.41.5. IT and Telecommunications
15.41.6. Public Sector
15.41.7. Education
15.41.8. Others
15.42. Rest of Asia Pacific Cognitive Services Market Forecast, by Service
15.42.1. Professional
15.42.2. Managed
15.43. Rest of Asia Pacific Cognitive Services Market Forecast, by Application
15.43.1. Safety & Security Management
15.43.2. Supply Chain Management
15.43.3. Treatment System
15.43.4. Quality Management
15.43.5. Predictive Maintenance
15.43.6. Others
15.44. Rest of Asia Pacific Cognitive Services Market Forecast, by Technology
15.44.1. Machine Learning
15.44.2. Natural Language Processing
15.45. Rest of Asia Pacific Cognitive Services Market Forecast, by Deployment Type
15.45.1. CLOUD
15.45.2. On-premises
15.46. Rest of Asia Pacific Cognitive Services Market Forecast, by Enterprise Size
15.46.1. Small & Medium Enterprises
15.46.2. Large Enterprises
15.47. Rest of Asia Pacific Cognitive Services Market Forecast, by Vertical
15.47.1. Healthcare
15.47.2. Manufacturing
15.47.3. Banking, Financial Services, and Insurance (BFSI)
15.47.4. Retail
15.47.5. IT and Telecommunications
15.47.6. Public Sector
15.47.7. Education
15.47.8. Others
15.48. Asia Pacific Cognitive Services Market Attractiveness Analysis
15.48.1. By Service
15.48.2. By Application
15.48.3. By Technology
15.48.4. By Deployment Type
15.48.5. By Enterprise Size
15.48.6. By Vertical
15.49. PEST Analysis
16. Middle East & Africa Cognitive Services Market Analysis
16.1. Key Findings
16.2. Middle East & Africa Cognitive Services Market Overview
16.3. Middle East & Africa Cognitive Services Market Value Share Analysis, by Service
16.4. Middle East & Africa Cognitive Services Market Forecast, by Service
16.4.1. Professional
16.4.2. Managed
16.5. Middle East & Africa Cognitive Services Market Value Share Analysis, by Application
16.6. Middle East & Africa Cognitive Services Market Forecast, by Application
16.6.1. Safety & Security Management
16.6.2. Supply Chain Management
16.6.3. Treatment System
16.6.4. Quality Management
16.6.5. Predictive Maintenance
16.6.6. Others
16.7. Middle East & Africa Cognitive Services Market Value Share Analysis, by Technology
16.8. Middle East & Africa Cognitive Services Market Forecast, by Technology
16.8.1. Machine Learning
16.8.2. Natural Language Processing
16.9. Middle East & Africa Cognitive Services Market Value Share Analysis, by Deployment Type
16.10. Middle East & Africa Cognitive Services Market Forecast, by Deployment Type
16.10.1. CLOUD
16.10.2. On-premises
16.11. Middle East & Africa Cognitive Services Market Value Share Analysis, by Enterprise Size
16.12. Middle East & Africa Cognitive Services Market Forecast, by Enterprise Size
16.12.1. Small & Medium Enterprises
16.12.2. Large Enterprises
16.13. Middle East & Africa Cognitive Services Market Value Share Analysis, by Vertical
16.14. Middle East & Africa Cognitive Services Market Forecast, by Vertical
16.14.1. Healthcare
16.14.2. Manufacturing
16.14.3. Banking, Financial Services, and Insurance (BFSI)
16.14.4. Retail
16.14.5. IT and Telecommunications
16.14.6. Public Sector
16.14.7. Education
16.14.8. Others
16.15. Middle East & Africa Cognitive Services Market Value Share Analysis, by Country
16.16. Middle East & Africa Cognitive Services Market Forecast, by Country
16.16.1. GCC, 2018–2026
16.16.2. South Africa, 2018–2026
16.16.3. Rest of Middle East & Africa, 2018–2026
16.17. Middle East & Africa Cognitive Services Market Analysis, by Country/ Sub-region
16.18. GCC Cognitive Services Market Forecast, by Service
16.18.1. Professional
16.18.2. Managed
16.19. GCC Cognitive Services Market Forecast, by Application
16.19.1. Safety & Security Management
16.19.2. Supply Chain Management
16.19.3. Treatment System
16.19.4. Quality Management
16.19.5. Predictive Maintenance
16.19.6. Others
16.20. GCC Cognitive Services Market Forecast, by Technology
16.20.1. Machine Learning
16.20.2. Natural Language Processing
16.21. GCC Cognitive Services Market Forecast, by Deployment Type
16.21.1. CLOUD
16.21.2. On-premises
16.22. GCC Cognitive Services Market Forecast, by Enterprise Size
16.22.1. Small & Medium Enterprises
16.22.2. Large Enterprises
16.23. GCC Cognitive Services Market Forecast, by Vertical
16.23.1. Healthcare
16.23.2. Manufacturing
16.23.3. Banking, Financial Services, and Insurance (BFSI)
16.23.4. Retail
16.23.5. IT and Telecommunications
16.23.6. Public Sector
16.23.7. Education
16.23.8. Others
16.24. South Africa Cognitive Services Market Forecast, by Service
16.24.1. Professional
16.24.2. Managed
16.25. South Africa Cognitive Services Market Forecast, by Application
16.25.1. Safety & Security Management
16.25.2. Supply Chain Management
16.25.3. Treatment System
16.25.4. Quality Management
16.25.5. Predictive Maintenance
16.25.6. Others
16.26. South Africa Cognitive Services Market Forecast, by Technology
16.26.1. Machine Learning
16.26.2. Natural Language Processing
16.27. South Africa Cognitive Services Market Forecast, by Deployment Type
16.27.1. CLOUD
16.27.2. On-premises
16.28. South Africa Cognitive Services Market Forecast, by Enterprise Size
16.28.1. Small & Medium Enterprises
16.28.2. Large Enterprises
16.29. South Africa Cognitive Services Market Forecast, by Vertical
16.29.1. Healthcare
16.29.2. Manufacturing
16.29.3. Banking, Financial Services, and Insurance (BFSI)
16.29.4. Retail
16.29.5. IT and Telecommunications
16.29.6. Public Sector
16.29.7. Education
16.29.8. Others
16.30. Rest of Middle East & Africa Cognitive Services Market Forecast, by Service
16.30.1. Professional
16.30.2. Managed
16.31. Rest of Middle East & Africa Cognitive Services Market Forecast, by Application
16.31.1. Safety & Security Management
16.31.2. Supply Chain Management
16.31.3. Treatment System
16.31.4. Quality Management
16.31.5. Predictive Maintenance
16.31.6. Others
16.32. Rest of Middle East & Africa Cognitive Services Market Forecast, by Technology
16.32.1. Machine Learning
16.32.2. Natural Language Processing
16.33. Rest of Middle East & Africa Cognitive Services Market Forecast, by Deployment Type
16.33.1. CLOUD
16.33.2. On-premises
16.34. Rest of Middle East & Africa Cognitive Services Market Forecast, by Enterprise Size
16.34.1. Small & Medium Enterprises
16.34.2. Large Enterprises
16.35. Rest of Middle East & Africa Cognitive Services Market Forecast, by Vertical
16.35.1. Healthcare
16.35.2. Manufacturing
16.35.3. Banking, Financial Services, and Insurance (BFSI)
16.35.4. Retail
16.35.5. IT and Telecommunications
16.35.6. Public Sector
16.35.7. Education
16.35.8. Others
16.36. Middle East & Africa Cognitive Services Market Attractiveness Analysis
16.36.1. By Service
16.36.2. By Application
16.36.3. By Technology
16.36.4. By Deployment Type
16.36.5. By Enterprise Size
16.36.6. By Vertical
16.37. PEST Analysis
17. Latin America Cognitive Services Market Analysis
17.1. Key Findings
17.2. Latin America Cognitive Services Market Overview
17.3. Latin America Cognitive Services Market Value Share Analysis, by Service
17.4. Latin America Cognitive Services Market Forecast, by Service
17.4.1. Professional
17.4.2. Managed
17.5. Latin America Cognitive Services Market Value Share Analysis, by Application
17.6. Latin America Cognitive Services Market Forecast, by Application
17.6.1. Safety & Security Management
17.6.2. Supply Chain Management
17.6.3. Treatment System
17.6.4. Quality Management
17.6.5. Predictive Maintenance
17.6.6. Others
17.7. Latin America Cognitive Services Market Value Share Analysis, by Technology
17.8. Latin America Cognitive Services Market Forecast, by Technology
17.8.1. Machine Learning
17.8.2. Natural Language Processing
17.9. Latin America Cognitive Services Market Value Share Analysis, by Deployment Type
17.10. Latin America Cognitive Services Market Forecast, by Deployment Type
17.10.1. CLOUD
17.10.2. On-premises
17.11. Latin America Cognitive Services Market Value Share Analysis, by Enterprise Size
17.12. Latin America Cognitive Services Market Forecast, by Enterprise Size
17.12.1. Small & Medium Enterprises
17.12.2. Large Enterprises
17.13. Latin America Cognitive Services Market Value Share Analysis, by Vertical
17.14. Latin America Cognitive Services Market Forecast, by Vertical
17.14.1. Healthcare
17.14.2. Manufacturing
17.14.3. Banking, Financial Services, and Insurance (BFSI)
17.14.4. Retail
17.14.5. IT and Telecommunications
17.14.6. Public Sector
17.14.7. Education
17.14.8. Others
17.15. Latin America Cognitive Services Market Value Share Analysis, by Country
17.16. Latin America Cognitive Services Market Forecast, by Country
17.16.1.1. Brazil, 2018–2026
17.16.1.2. Mexico, 2018–2026
17.16.1.3. Rest of Latin America, 2018–2026
17.17. Latin America Cognitive Services Market Analysis, by Country/ Sub-region
17.18. Brazil Cognitive Services Market Forecast, by Service
17.18.1. Professional
17.18.2. Managed
17.19. Brazil Cognitive Services Market Forecast, by Application
17.19.1. Safety & Security Management
17.19.2. Supply Chain Management
17.19.3. Treatment System
17.19.4. Quality Management
17.19.5. Predictive Maintenance
17.19.6. Others
17.20. Brazil Cognitive Services Market Forecast, by Technology
17.20.1. Machine Learning
17.20.2. Natural Language Processing
17.21. Brazil Cognitive Services Market Forecast, by Deployment Type
17.21.1. CLOUD
17.21.2. On-premises
17.22. Brazil Cognitive Services Market Forecast, by Enterprise Size
17.22.1. Small & Medium Enterprises
17.22.2. Large Enterprises
17.23. Brazil Cognitive Services Market Forecast, by Vertical
17.23.1. Healthcare
17.23.2. Manufacturing
17.23.3. Banking, Financial Services, and Insurance (BFSI)
17.23.4. Retail
17.23.5. IT and Telecommunications
17.23.6. Public Sector
17.23.7. Education
17.23.8. Others
17.24. Mexico Cognitive Services Market Forecast, by Service
17.24.1. Professional
17.24.2. Managed
17.25. Mexico Cognitive Services Market Forecast, by Application
17.25.1. Safety & Security Management
17.25.2. Supply Chain Management
17.25.3. Treatment System
17.25.4. Quality Management
17.25.5. Predictive Maintenance
17.25.6. Others
17.26. Mexico Cognitive Services Market Forecast, by Technology
17.26.1. Machine Learning
17.26.2. Natural Language Processing
17.27. Mexico Cognitive Services Market Forecast, by Deployment Type
17.27.1. CLOUD
17.27.2. On-premises
17.28. Mexico Cognitive Services Market Forecast, by Enterprise Size
17.28.1. Small & Medium Enterprises
17.28.2. Large Enterprises
17.29. Mexico Cognitive Services Market Forecast, by Vertical
17.29.1. Healthcare
17.29.2. Manufacturing
17.29.3. Banking, Financial Services, and Insurance (BFSI)
17.29.4. Retail
17.29.5. IT and Telecommunications
17.29.6. Public Sector
17.29.7. Education
17.29.8. Others
17.30. Rest of Latin America Cognitive Services Market Forecast, by Service
17.30.1. Professional
17.30.2. Managed
17.31. Rest of Latin America Cognitive Services Market Forecast, by Application
17.31.1. Safety & Security Management
17.31.2. Supply Chain Management
17.31.3. Treatment System
17.31.4. Quality Management
17.31.5. Predictive Maintenance
17.31.6. Others
17.32. Rest of Latin America Cognitive Services Market Forecast, by Technology
17.32.1. Machine Learning
17.32.2. Natural Language Processing
17.33. Rest of Latin America Cognitive Services Market Forecast, by Deployment Type
17.33.1. CLOUD
17.33.2. On-premises
17.34. Rest of Latin America Cognitive Services Market Forecast, by Enterprise Size
17.34.1. Small & Medium Enterprises
17.34.2. Large Enterprises
17.35. Rest of Latin America Cognitive Services Market Forecast, by Vertical
17.35.1. Healthcare
17.35.2. Manufacturing
17.35.3. Banking, Financial Services, and Insurance (BFSI)
17.35.4. Retail
17.35.5. IT and Telecommunications
17.35.6. Public Sector
17.35.7. Education
17.35.8. Others
17.36. Latin America Cognitive Services Market Attractiveness Analysis
17.36.1. By Service
17.36.2. By Application
17.36.3. By Technology
17.36.4. By Deployment Type
17.36.5. By Enterprise Size
17.36.6. By Vertical
17.37. PEST Analysis
18. Company Profiles
18.1. Market Share Analysis, by Company
18.2. Competition Matrix
18.3. Company Profiles: Key Players
18.3.1. IBM Corp.
18.3.1.1. Company Overview
18.3.1.2. Financial Overview
18.3.1.3. Business Strategy
18.3.1.4. Recent Developments
18.3.1.5. Manufacturing Footprint
18.3.2. Microsoft
18.3.3. Baidu
18.3.4. Apple
18.3.5. TCS
18.3.6. Verbio Technologies
18.3.7. Softweb Qualcomm
18.3.8. Nokia
18.3.9. Inbenta
18.3.10. AWS
18.3.11. Google
18.3.12. SAS
18.3.13. Ipsoft
18.3.14. BMC Software
18.3.15. Attivio
18.3.16. Nuance Communications
18.3.17. Expert System
18.3.18. Solutions
18.3.19. Folio3 Software
18.3.20. Fusion Informatics
18.3.21. Cognitive scale
19. Primary Key Insights