Global AI in Smart Cities Market Size, Share, Statistics Analysis By Component (Hardware, Software, Services (Consulting, Maintenance, Training)), By Application (Smart Mobility, Transportation, Energy Management, Healthcare, Public Safety and Security, Waste Management, Environmental Monitoring, Water Management, Others), By Deployment Mode (Cloud-based, On-premises), By End User (Utilities, Transportation Companies, Healthcare Providers, Real Estate Developers, Others (Education, Retail)), Region and Companies – Industry Segment Outlook, Market Assessment, Competition Scenario, Trends and Forecast 2024-2033
- Published date: Nov. 2024
- Report ID: 133481
- Number of Pages:
- Format:
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- 1. Executive Summary
- 1.1. Definition
- 1.2. Taxonomy
- 1.3. Research Scope
- 1.4. Key Analysis
- 1.5. Key Findings by Major Segments
- 1.6. Top strategies by Major Players
- 2. Global AI in Smart Cities Market Overview
- 2.1. AI in Smart Cities Market Dynamics
- 2.1.1. Drivers
- 2.1.2. Opportunities
- 2.1.3. Restraints
- 2.1.4. Challenges
- 2.2. Macro-economic Factors
- 2.3. Regulatory Framework
- 2.4. Market Investment Feasibility Index
- 2.5. PEST Analysis
- 2.6. PORTER’S Five Force Analysis
- 2.7. Drivers & Restraints Impact Analysis
- 2.8. Industry Chain Analysis
- 2.9. Cost Structure Analysis
- 2.10. Marketing Strategy
- 2.11. Russia-Ukraine War Impact Analysis
- 2.12. Opportunity Map Analysis
- 2.13. Market Competition Scenario Analysis
- 2.14. Product Life Cycle Analysis
- 2.15. Opportunity Orbits
- 2.16. Manufacturer Intensity Map
- 2.17. Major Companies sales by Value & Volume
- 2.1. AI in Smart Cities Market Dynamics
- 3. Global AI in Smart Cities Market Analysis, Opportunity and Forecast, 2016-2032
- 3.1. Global AI in Smart Cities Market Analysis, 2016-2021
- 3.2. Global AI in Smart Cities Market Opportunity and Forecast, 2023-2032
- 3.3. Global AI in Smart Cities Market Analysis, Opportunity and Forecast, By Component, 2016-2032
- 3.3.1. Global AI in Smart Cities Market Analysis by Component: Introduction
- 3.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
- 3.3.3. Hardware
- 3.3.4. Software
- 3.3.5. Services (Consulting, Maintenance, Training)
- 3.4. Global AI in Smart Cities Market Analysis, Opportunity and Forecast, By Application, 2016-2032
- 3.4.1. Global AI in Smart Cities Market Analysis by Application: Introduction
- 3.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
- 3.4.3. Smart Mobility
- 3.4.4. Energy Management
- 3.4.5. Healthcare
- 3.4.6. Public Safety and Security
- 3.4.7. Waste Management
- 3.4.8. Environmental Monitoring
- 3.4.9. Water Management
- 3.4.10. Others
- 3.5. Global AI in Smart Cities Market Analysis, Opportunity and Forecast, By Deployment Mode, 2016-2032
- 3.5.1. Global AI in Smart Cities Market Analysis by Deployment Mode: Introduction
- 3.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Deployment Mode, 2016-2032
- 3.5.3. Cloud-based
- 3.5.4. On-premises
- 3.6. Global AI in Smart Cities Market Analysis, Opportunity and Forecast, By End User, 2016-2032
- 3.6.1. Global AI in Smart Cities Market Analysis by End User: Introduction
- 3.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End User, 2016-2032
- 3.6.3. Utilities
- 3.6.4. Transportation Companies
- 3.6.5. Healthcare Providers
- 3.6.6. Real Estate Developers
- 3.6.7. Others (Education, Retail)
- 4. North America AI in Smart Cities Market Analysis, Opportunity and Forecast, 2016-2032
- 4.1. North America AI in Smart Cities Market Analysis, 2016-2021
- 4.2. North America AI in Smart Cities Market Opportunity and Forecast, 2023-2032
- 4.3. North America AI in Smart Cities Market Analysis, Opportunity and Forecast, By Component, 2016-2032
- 4.3.1. North America AI in Smart Cities Market Analysis by Component: Introduction
- 4.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
- 4.3.3. Hardware
- 4.3.4. Software
- 4.3.5. Services (Consulting, Maintenance, Training)
- 4.4. North America AI in Smart Cities Market Analysis, Opportunity and Forecast, By Application, 2016-2032
- 4.4.1. North America AI in Smart Cities Market Analysis by Application: Introduction
- 4.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
- 4.4.3. Smart Mobility
- 4.4.4. Energy Management
- 4.4.5. Healthcare
- 4.4.6. Public Safety and Security
- 4.4.7. Waste Management
- 4.4.8. Environmental Monitoring
- 4.4.9. Water Management
- 4.4.10. Others
- 4.5. North America AI in Smart Cities Market Analysis, Opportunity and Forecast, By Deployment Mode, 2016-2032
- 4.5.1. North America AI in Smart Cities Market Analysis by Deployment Mode: Introduction
- 4.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Deployment Mode, 2016-2032
- 4.5.3. Cloud-based
- 4.5.4. On-premises
- 4.6. North America AI in Smart Cities Market Analysis, Opportunity and Forecast, By End User, 2016-2032
- 4.6.1. North America AI in Smart Cities Market Analysis by End User: Introduction
- 4.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End User, 2016-2032
- 4.6.3. Utilities
- 4.6.4. Transportation Companies
- 4.6.5. Healthcare Providers
- 4.6.6. Real Estate Developers
- 4.6.7. Others (Education, Retail)
- 5. Europe AI in Smart Cities Market Analysis, Opportunity and Forecast, 2016-2032
- 5.1. Europe AI in Smart Cities Market Analysis, 2016-2021
- 5.2. Europe AI in Smart Cities Market Opportunity and Forecast, 2023-2032
- 5.3. Europe AI in Smart Cities Market Analysis, Opportunity and Forecast, By Component, 2016-2032
- 5.3.1. Europe AI in Smart Cities Market Analysis by Component: Introduction
- 5.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
- 5.3.3. Hardware
- 5.3.4. Software
- 5.3.5. Services (Consulting, Maintenance, Training)
- 5.4. Europe AI in Smart Cities Market Analysis, Opportunity and Forecast, By Application, 2016-2032
- 5.4.1. Europe AI in Smart Cities Market Analysis by Application: Introduction
- 5.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
- 5.4.3. Smart Mobility
- 5.4.4. Energy Management
- 5.4.5. Healthcare
- 5.4.6. Public Safety and Security
- 5.4.7. Waste Management
- 5.4.8. Environmental Monitoring
- 5.4.9. Water Management
- 5.4.10. Others
- 5.5. Europe AI in Smart Cities Market Analysis, Opportunity and Forecast, By Deployment Mode, 2016-2032
- 5.5.1. Europe AI in Smart Cities Market Analysis by Deployment Mode: Introduction
- 5.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Deployment Mode, 2016-2032
- 5.5.3. Cloud-based
- 5.5.4. On-premises
- 5.6. Europe AI in Smart Cities Market Analysis, Opportunity and Forecast, By End User, 2016-2032
- 5.6.1. Europe AI in Smart Cities Market Analysis by End User: Introduction
- 5.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End User, 2016-2032
- 5.6.3. Utilities
- 5.6.4. Transportation Companies
- 5.6.5. Healthcare Providers
- 5.6.6. Real Estate Developers
- 5.6.7. Others (Education, Retail)
- 6. Asia-Pacific AI in Smart Cities Market Analysis, Opportunity and Forecast, 2016-2032
- 6.1. Asia-Pacific AI in Smart Cities Market Analysis, 2016-2021
- 6.2. Asia-Pacific AI in Smart Cities Market Opportunity and Forecast, 2023-2032
- 6.3. Asia-Pacific AI in Smart Cities Market Analysis, Opportunity and Forecast, By Component, 2016-2032
- 6.3.1. Asia-Pacific AI in Smart Cities Market Analysis by Component: Introduction
- 6.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
- 6.3.3. Hardware
- 6.3.4. Software
- 6.3.5. Services (Consulting, Maintenance, Training)
- 6.4. Asia-Pacific AI in Smart Cities Market Analysis, Opportunity and Forecast, By Application, 2016-2032
- 6.4.1. Asia-Pacific AI in Smart Cities Market Analysis by Application: Introduction
- 6.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
- 6.4.3. Smart Mobility
- 6.4.4. Energy Management
- 6.4.5. Healthcare
- 6.4.6. Public Safety and Security
- 6.4.7. Waste Management
- 6.4.8. Environmental Monitoring
- 6.4.9. Water Management
- 6.4.10. Others
- 6.5. Asia-Pacific AI in Smart Cities Market Analysis, Opportunity and Forecast, By Deployment Mode, 2016-2032
- 6.5.1. Asia-Pacific AI in Smart Cities Market Analysis by Deployment Mode: Introduction
- 6.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Deployment Mode, 2016-2032
- 6.5.3. Cloud-based
- 6.5.4. On-premises
- 6.6. Asia-Pacific AI in Smart Cities Market Analysis, Opportunity and Forecast, By End User, 2016-2032
- 6.6.1. Asia-Pacific AI in Smart Cities Market Analysis by End User: Introduction
- 6.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End User, 2016-2032
- 6.6.3. Utilities
- 6.6.4. Transportation Companies
- 6.6.5. Healthcare Providers
- 6.6.6. Real Estate Developers
- 6.6.7. Others (Education, Retail)
- 7. Latin America AI in Smart Cities Market Analysis, Opportunity and Forecast, 2016-2032
- 7.1. Latin America AI in Smart Cities Market Analysis, 2016-2021
- 7.2. Latin America AI in Smart Cities Market Opportunity and Forecast, 2023-2032
- 7.3. Latin America AI in Smart Cities Market Analysis, Opportunity and Forecast, By Component, 2016-2032
- 7.3.1. Latin America AI in Smart Cities Market Analysis by Component: Introduction
- 7.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
- 7.3.3. Hardware
- 7.3.4. Software
- 7.3.5. Services (Consulting, Maintenance, Training)
- 7.4. Latin America AI in Smart Cities Market Analysis, Opportunity and Forecast, By Application, 2016-2032
- 7.4.1. Latin America AI in Smart Cities Market Analysis by Application: Introduction
- 7.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
- 7.4.3. Smart Mobility
- 7.4.4. Energy Management
- 7.4.5. Healthcare
- 7.4.6. Public Safety and Security
- 7.4.7. Waste Management
- 7.4.8. Environmental Monitoring
- 7.4.9. Water Management
- 7.4.10. Others
- 7.5. Latin America AI in Smart Cities Market Analysis, Opportunity and Forecast, By Deployment Mode, 2016-2032
- 7.5.1. Latin America AI in Smart Cities Market Analysis by Deployment Mode: Introduction
- 7.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Deployment Mode, 2016-2032
- 7.5.3. Cloud-based
- 7.5.4. On-premises
- 7.6. Latin America AI in Smart Cities Market Analysis, Opportunity and Forecast, By End User, 2016-2032
- 7.6.1. Latin America AI in Smart Cities Market Analysis by End User: Introduction
- 7.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End User, 2016-2032
- 7.6.3. Utilities
- 7.6.4. Transportation Companies
- 7.6.5. Healthcare Providers
- 7.6.6. Real Estate Developers
- 7.6.7. Others (Education, Retail)
- 8. Middle East and Africa AI in Smart Cities Market Analysis, Opportunity and Forecast, 2016-2032
- 8.1. Middle East and Africa AI in Smart Cities Market Analysis, 2016-2021
- 8.2. Middle East and Africa AI in Smart Cities Market Opportunity and Forecast, 2023-2032
- 8.3. Middle East and Africa AI in Smart Cities Market Analysis, Opportunity and Forecast, By Component, 2016-2032
- 8.3.1. Middle East and Africa AI in Smart Cities Market Analysis by Component: Introduction
- 8.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
- 8.3.3. Hardware
- 8.3.4. Software
- 8.3.5. Services (Consulting, Maintenance, Training)
- 8.4. Middle East and Africa AI in Smart Cities Market Analysis, Opportunity and Forecast, By Application, 2016-2032
- 8.4.1. Middle East and Africa AI in Smart Cities Market Analysis by Application: Introduction
- 8.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
- 8.4.3. Smart Mobility
- 8.4.4. Energy Management
- 8.4.5. Healthcare
- 8.4.6. Public Safety and Security
- 8.4.7. Waste Management
- 8.4.8. Environmental Monitoring
- 8.4.9. Water Management
- 8.4.10. Others
- 8.5. Middle East and Africa AI in Smart Cities Market Analysis, Opportunity and Forecast, By Deployment Mode, 2016-2032
- 8.5.1. Middle East and Africa AI in Smart Cities Market Analysis by Deployment Mode: Introduction
- 8.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Deployment Mode, 2016-2032
- 8.5.3. Cloud-based
- 8.5.4. On-premises
- 8.6. Middle East and Africa AI in Smart Cities Market Analysis, Opportunity and Forecast, By End User, 2016-2032
- 8.6.1. Middle East and Africa AI in Smart Cities Market Analysis by End User: Introduction
- 8.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End User, 2016-2032
- 8.6.3. Utilities
- 8.6.4. Transportation Companies
- 8.6.5. Healthcare Providers
- 8.6.6. Real Estate Developers
- 8.6.7. Others (Education, Retail)
- 9. Global AI in Smart Cities Market Analysis, Opportunity and Forecast, By Region , 2016-2032
- 9.1. Global AI in Smart Cities Market Analysis by Region : Introduction
- 9.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Region , 2016-2032
- 9.2.1.North America
- 9.2.2.Europe
- 9.2.3.Asia-Pacific
- 9.2.4.Latin America
- 9.2.5.Middle East and Africa
- 10. Global AI in Smart Cities Market Competitive Landscape, Market Share Analysis, and Company Profiles
- 10.1. Market Share Analysis
- 10.2. Company Profiles
- 10.3. IBM Corporation
- 10.3.1. Company Overview
- 10.3.2. Financial Highlights
- 10.3.3. Product Portfolio
- 10.3.4. SWOT Analysis
- 10.3.5. Key Strategies and Developments
- 10.4. Microsoft Corporation
- 10.4.1. Company Overview
- 10.4.2. Financial Highlights
- 10.4.3. Product Portfolio
- 10.4.4. SWOT Analysis
- 10.4.5. Key Strategies and Developments
- 10.5. Google LLC
- 10.5.1. Company Overview
- 10.5.2. Financial Highlights
- 10.5.3. Product Portfolio
- 10.5.4. SWOT Analysis
- 10.5.5. Key Strategies and Developments
- 10.6. Intel Corporation
- 10.6.1. Company Overview
- 10.6.2. Financial Highlights
- 10.6.3. Product Portfolio
- 10.6.4. SWOT Analysis
- 10.6.5. Key Strategies and Developments
- 10.7. Cisco Systems, Inc.
- 10.7.1. Company Overview
- 10.7.2. Financial Highlights
- 10.7.3. Product Portfolio
- 10.7.4. SWOT Analysis
- 10.7.5. Key Strategies and Developments
- 10.8. Siemens AG
- 10.8.1. Company Overview
- 10.8.2. Financial Highlights
- 10.8.3. Product Portfolio
- 10.8.4. SWOT Analysis
- 10.8.5. Key Strategies and Developments
- 10.9. Huawei Technologies Co., Ltd.
- 10.9.1. Company Overview
- 10.9.2. Financial Highlights
- 10.9.3. Product Portfolio
- 10.9.4. SWOT Analysis
- 10.9.5. Key Strategies and Developments
- 10.10. NVIDIA Corporation
- 10.10.1. Company Overview
- 10.10.2. Financial Highlights
- 10.10.3. Product Portfolio
- 10.10.4. SWOT Analysis
- 10.10.5. Key Strategies and Developments
- 10.11. Hitachi Vantara
- 10.11.1. Company Overview
- 10.11.2. Financial Highlights
- 10.11.3. Product Portfolio
- 10.11.4. SWOT Analysis
- 10.11.5. Key Strategies and Developments
- 10.12. NEC Corporation
- 10.12.1. Company Overview
- 10.12.2. Financial Highlights
- 10.12.3. Product Portfolio
- 10.12.4. SWOT Analysis
- 10.12.5. Key Strategies and Developments
- 11. Assumptions and Acronyms
- 12. Research Methodology
- 13. Contact
- List of Tables
- Table 1: Global AI in Smart Cities Market Comparison by Component (2016-2032)
- Table 2: Global AI in Smart Cities Market Comparison by Application (2016-2032)
- Table 3: Global AI in Smart Cities Market Comparison by Deployment Mode (2016-2032)
- Table 4: Global AI in Smart Cities Market Comparison by End User (2016-2032)
- Table 5: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by Region (2016-2032)
- Table 6: Global AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Table 7: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by Region (2016-2032)
- Table 8: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Table 9: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Table 10: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Table 11: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Table 12: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Region (2016-2032)
- Table 13: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Table 14: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Table 15: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Table 16: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Table 17: Global AI in Smart Cities Market Share Comparison by Region (2016-2032)
- Table 18: Global AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Table 19: Global AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Table 20: Global AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Table 21: Global AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Table 22: North America AI in Smart Cities Market Comparison by Application (2016-2032)
- Table 23: North America AI in Smart Cities Market Comparison by Deployment Mode (2016-2032)
- Table 24: North America AI in Smart Cities Market Comparison by End User (2016-2032)
- Table 25: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 26: North America AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Table 27: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 28: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Table 29: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Table 30: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Table 31: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Table 32: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Table 33: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Table 34: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Table 35: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Table 36: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Table 37: North America AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Table 38: North America AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Table 39: North America AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Table 40: North America AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Table 41: North America AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Table 42: Europe AI in Smart Cities Market Comparison by Component (2016-2032)
- Table 43: Europe AI in Smart Cities Market Comparison by Application (2016-2032)
- Table 44: Europe AI in Smart Cities Market Comparison by Deployment Mode (2016-2032)
- Table 45: Europe AI in Smart Cities Market Comparison by End User (2016-2032)
- Table 46: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 47: Europe AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Table 48: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 49: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Table 50: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Table 51: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Table 52: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Table 53: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Table 54: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Table 55: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Table 56: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Table 57: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Table 58: Europe AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Table 59: Europe AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Table 60: Europe AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Table 61: Europe AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Table 62: Europe AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Table 63: Asia-Pacific AI in Smart Cities Market Comparison by Component (2016-2032)
- Table 64: Asia-Pacific AI in Smart Cities Market Comparison by Application (2016-2032)
- Table 65: Asia-Pacific AI in Smart Cities Market Comparison by Deployment Mode (2016-2032)
- Table 66: Asia-Pacific AI in Smart Cities Market Comparison by End User (2016-2032)
- Table 67: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 68: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Table 69: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 70: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Table 71: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Table 72: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Table 73: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Table 74: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Table 75: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Table 76: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Table 77: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Table 78: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Table 79: Asia-Pacific AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Table 80: Asia-Pacific AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Table 81: Asia-Pacific AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Table 82: Asia-Pacific AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Table 83: Asia-Pacific AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Table 84: Latin America AI in Smart Cities Market Comparison by Component (2016-2032)
- Table 85: Latin America AI in Smart Cities Market Comparison by Application (2016-2032)
- Table 86: Latin America AI in Smart Cities Market Comparison by Deployment Mode (2016-2032)
- Table 87: Latin America AI in Smart Cities Market Comparison by End User (2016-2032)
- Table 88: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 89: Latin America AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Table 90: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 91: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Table 92: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Table 93: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Table 94: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Table 95: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Table 96: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Table 97: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Table 98: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Table 99: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Table 100: Latin America AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Table 101: Latin America AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Table 102: Latin America AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Table 103: Latin America AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Table 104: Latin America AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Table 105: Middle East and Africa AI in Smart Cities Market Comparison by Component (2016-2032)
- Table 106: Middle East and Africa AI in Smart Cities Market Comparison by Application (2016-2032)
- Table 107: Middle East and Africa AI in Smart Cities Market Comparison by Deployment Mode (2016-2032)
- Table 108: Middle East and Africa AI in Smart Cities Market Comparison by End User (2016-2032)
- Table 109: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 110: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Table 111: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Table 112: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Table 113: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Table 114: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Table 115: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Table 116: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Table 117: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Table 118: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Table 119: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Table 120: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Table 121: Middle East and Africa AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Table 122: Middle East and Africa AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Table 123: Middle East and Africa AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Table 124: Middle East and Africa AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Table 125: Middle East and Africa AI in Smart Cities Market Share Comparison by End User (2016-2032)
- List of Figures
- Figure 1: Global AI in Smart Cities Market Revenue (US$ Mn) Market Share by Component in 2022
- Figure 2: Global AI in Smart Cities Market Attractiveness Analysis by Component, 2016-2032
- Figure 3: Global AI in Smart Cities Market Revenue (US$ Mn) Market Share by Application in 2022
- Figure 4: Global AI in Smart Cities Market Attractiveness Analysis by Application, 2016-2032
- Figure 5: Global AI in Smart Cities Market Revenue (US$ Mn) Market Share by Deployment Mode in 2022
- Figure 6: Global AI in Smart Cities Market Attractiveness Analysis by Deployment Mode, 2016-2032
- Figure 7: Global AI in Smart Cities Market Revenue (US$ Mn) Market Share by End User in 2022
- Figure 8: Global AI in Smart Cities Market Attractiveness Analysis by End User, 2016-2032
- Figure 9: Global AI in Smart Cities Market Revenue (US$ Mn) Market Share by Region in 2022
- Figure 10: Global AI in Smart Cities Market Attractiveness Analysis by Region, 2016-2032
- Figure 11: Global AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Figure 12: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by Region (2016-2032)
- Figure 13: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Figure 14: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Figure 15: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Figure 16: Global AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Figure 17: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Region (2016-2032)
- Figure 18: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Figure 19: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Figure 20: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Figure 21: Global AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Figure 22: Global AI in Smart Cities Market Share Comparison by Region (2016-2032)
- Figure 23: Global AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Figure 24: Global AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Figure 25: Global AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Figure 26: Global AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Figure 27: North America AI in Smart Cities Market Revenue (US$ Mn) Market Share by Component in 2022
- Figure 28: North America AI in Smart Cities Market Attractiveness Analysis by Component, 2016-2032
- Figure 29: North America AI in Smart Cities Market Revenue (US$ Mn) Market Share by Application in 2022
- Figure 30: North America AI in Smart Cities Market Attractiveness Analysis by Application, 2016-2032
- Figure 31: North America AI in Smart Cities Market Revenue (US$ Mn) Market Share by Deployment Mode in 2022
- Figure 32: North America AI in Smart Cities Market Attractiveness Analysis by Deployment Mode, 2016-2032
- Figure 33: North America AI in Smart Cities Market Revenue (US$ Mn) Market Share by End User in 2022
- Figure 34: North America AI in Smart Cities Market Attractiveness Analysis by End User, 2016-2032
- Figure 35: North America AI in Smart Cities Market Revenue (US$ Mn) Market Share by Country in 2022
- Figure 36: North America AI in Smart Cities Market Attractiveness Analysis by Country, 2016-2032
- Figure 37: North America AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Figure 38: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Figure 39: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Figure 40: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Figure 41: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Figure 42: North America AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Figure 43: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Figure 44: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Figure 45: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Figure 46: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Figure 47: North America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Figure 48: North America AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Figure 49: North America AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Figure 50: North America AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Figure 51: North America AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Figure 52: North America AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Figure 53: Europe AI in Smart Cities Market Revenue (US$ Mn) Market Share by Component in 2022
- Figure 54: Europe AI in Smart Cities Market Attractiveness Analysis by Component, 2016-2032
- Figure 55: Europe AI in Smart Cities Market Revenue (US$ Mn) Market Share by Application in 2022
- Figure 56: Europe AI in Smart Cities Market Attractiveness Analysis by Application, 2016-2032
- Figure 57: Europe AI in Smart Cities Market Revenue (US$ Mn) Market Share by Deployment Mode in 2022
- Figure 58: Europe AI in Smart Cities Market Attractiveness Analysis by Deployment Mode, 2016-2032
- Figure 59: Europe AI in Smart Cities Market Revenue (US$ Mn) Market Share by End User in 2022
- Figure 60: Europe AI in Smart Cities Market Attractiveness Analysis by End User, 2016-2032
- Figure 61: Europe AI in Smart Cities Market Revenue (US$ Mn) Market Share by Country in 2022
- Figure 62: Europe AI in Smart Cities Market Attractiveness Analysis by Country, 2016-2032
- Figure 63: Europe AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Figure 64: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Figure 65: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Figure 66: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Figure 67: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Figure 68: Europe AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Figure 69: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Figure 70: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Figure 71: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Figure 72: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Figure 73: Europe AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Figure 74: Europe AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Figure 75: Europe AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Figure 76: Europe AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Figure 77: Europe AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Figure 78: Europe AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Figure 79: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Market Share by Component in 2022
- Figure 80: Asia-Pacific AI in Smart Cities Market Attractiveness Analysis by Component, 2016-2032
- Figure 81: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Market Share by Application in 2022
- Figure 82: Asia-Pacific AI in Smart Cities Market Attractiveness Analysis by Application, 2016-2032
- Figure 83: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Market Share by Deployment Mode in 2022
- Figure 84: Asia-Pacific AI in Smart Cities Market Attractiveness Analysis by Deployment Mode, 2016-2032
- Figure 85: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Market Share by End User in 2022
- Figure 86: Asia-Pacific AI in Smart Cities Market Attractiveness Analysis by End User, 2016-2032
- Figure 87: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Market Share by Country in 2022
- Figure 88: Asia-Pacific AI in Smart Cities Market Attractiveness Analysis by Country, 2016-2032
- Figure 89: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Figure 90: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Figure 91: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Figure 92: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Figure 93: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Figure 94: Asia-Pacific AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Figure 95: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Figure 96: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Figure 97: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Figure 98: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Figure 99: Asia-Pacific AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Figure 100: Asia-Pacific AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Figure 101: Asia-Pacific AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Figure 102: Asia-Pacific AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Figure 103: Asia-Pacific AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Figure 104: Asia-Pacific AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Figure 105: Latin America AI in Smart Cities Market Revenue (US$ Mn) Market Share by Component in 2022
- Figure 106: Latin America AI in Smart Cities Market Attractiveness Analysis by Component, 2016-2032
- Figure 107: Latin America AI in Smart Cities Market Revenue (US$ Mn) Market Share by Application in 2022
- Figure 108: Latin America AI in Smart Cities Market Attractiveness Analysis by Application, 2016-2032
- Figure 109: Latin America AI in Smart Cities Market Revenue (US$ Mn) Market Share by Deployment Mode in 2022
- Figure 110: Latin America AI in Smart Cities Market Attractiveness Analysis by Deployment Mode, 2016-2032
- Figure 111: Latin America AI in Smart Cities Market Revenue (US$ Mn) Market Share by End User in 2022
- Figure 112: Latin America AI in Smart Cities Market Attractiveness Analysis by End User, 2016-2032
- Figure 113: Latin America AI in Smart Cities Market Revenue (US$ Mn) Market Share by Country in 2022
- Figure 114: Latin America AI in Smart Cities Market Attractiveness Analysis by Country, 2016-2032
- Figure 115: Latin America AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Figure 116: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Figure 117: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Figure 118: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Figure 119: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Figure 120: Latin America AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Figure 121: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Figure 122: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Figure 123: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Figure 124: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Figure 125: Latin America AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Figure 126: Latin America AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Figure 127: Latin America AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Figure 128: Latin America AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Figure 129: Latin America AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Figure 130: Latin America AI in Smart Cities Market Share Comparison by End User (2016-2032)
- Figure 131: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Market Share by Component in 2022
- Figure 132: Middle East and Africa AI in Smart Cities Market Attractiveness Analysis by Component, 2016-2032
- Figure 133: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Market Share by Application in 2022
- Figure 134: Middle East and Africa AI in Smart Cities Market Attractiveness Analysis by Application, 2016-2032
- Figure 135: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Market Share by Deployment Mode in 2022
- Figure 136: Middle East and Africa AI in Smart Cities Market Attractiveness Analysis by Deployment Mode, 2016-2032
- Figure 137: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Market Share by End User in 2022
- Figure 138: Middle East and Africa AI in Smart Cities Market Attractiveness Analysis by End User, 2016-2032
- Figure 139: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Market Share by Country in 2022
- Figure 140: Middle East and Africa AI in Smart Cities Market Attractiveness Analysis by Country, 2016-2032
- Figure 141: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) (2016-2032)
- Figure 142: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by Country (2016-2032)
- Figure 143: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by Component (2016-2032)
- Figure 144: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by Application (2016-2032)
- Figure 145: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by Deployment Mode (2016-2032)
- Figure 146: Middle East and Africa AI in Smart Cities Market Revenue (US$ Mn) Comparison by End User (2016-2032)
- Figure 147: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
- Figure 148: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
- Figure 149: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
- Figure 150: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by Deployment Mode (2016-2032)
- Figure 151: Middle East and Africa AI in Smart Cities Market Y-o-Y Growth Rate Comparison by End User (2016-2032)
- Figure 152: Middle East and Africa AI in Smart Cities Market Share Comparison by Country (2016-2032)
- Figure 153: Middle East and Africa AI in Smart Cities Market Share Comparison by Component (2016-2032)
- Figure 154: Middle East and Africa AI in Smart Cities Market Share Comparison by Application (2016-2032)
- Figure 155: Middle East and Africa AI in Smart Cities Market Share Comparison by Deployment Mode (2016-2032)
- Figure 156: Middle East and Africa AI in Smart Cities Market Share Comparison by End User (2016-2032)
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