Combination of Big Data Technologies, Advanced Analytics Solutions, and AI will Drive Substantial Digitation of Major Industry Verticals
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Overview:
Solutions for managing unstructured data are evolving beyond systems aligned towards primarily human-generated data (such as social networking, messaging, and browsing habits) towards increasingly greater emphasis upon machine-generated data found across many industry verticals. For example, manufacturing and healthcare are anticipated to create massive amounts of data that may be rendered useful only through advanced analytics and various Artificial Intelligence (AI) technologies. Emerging networks and systems such as IoT and edge computing will generate substantial amounts of unstructured data, which will present both technical challenges and market opportunities for operating companies and their vendors.
This research provides an in-depth assessment of the global Big Data market, including business case issues/analysis, application use cases, vendor landscape, value chain analysis, and a quantitative assessment of the industry with forecasting from 2018 to 2023. It also evaluates the components of Big Data infrastructure and security framework. Additional Big Data topics covered in this report include: Analysis of infrastructure and important issues such as security and privacy, a review of investments sectors and specific use cases for the Big Data market, analysis of the value chain of Big Data and the major players, assessment of the business case, growth drivers and barriers, assessment of the vendor landscape of leading players within the Big Data market.
The AI component of this research provides a multi-dimensional view into the AI market including analysis of embedded devices and components, embedded software, and AI platforms. This research also assesses the combined Artificial Intelligence (AI) marketplace including embedded IoT and non-IoT devices, embedded components (including AI chipsets), embedded software and AI platforms, and related services. It includes an evaluation of leading solution providers including hardware, software, integrated platforms, and services. The report includes quantitative analysis with forecasts covering AI technology and systems by type, use case, application, and industry vertical. Forecast also cover each major market sector including consumer, enterprise, industrial, and government. The report also includes specific industry recommendations with respect to Artificial Intelligence hardware, software and services.
Target Audience:
- AI companies
- IoT companies
- Network service providers
- Systems integration companies
- Big Data and Analytics companies
- Advertising and media companies
- Enterprise across all industry verticals
- Cloud and IoT product and service providers
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This report also includes a complimentary Excel file with data from the report for purchasers at the Site License or greater level.
Table of Contents
Big Data Market 2018 – 20231 Executive Summary
2 Introduction
2.1 Big Data Overview
2.1.1 Defining Big Data
2.1.2 Big Data Ecosystem
2.1.3 Key Characteristics of Big Data
2.2 Research Background
2.2.1 Scope
2.2.2 Coverage
2.2.3 Company Focus
2.1.1 Defining Big Data
2.1.2 Big Data Ecosystem
2.1.3 Key Characteristics of Big Data
2.2 Research Background
2.2.1 Scope
2.2.2 Coverage
2.2.3 Company Focus
3 Big Data Challenges and Opportunities
3.1 Securing Big Data Infrastructure
3.1.1 Big Data Infrastructure
3.1.2 Infrastructure Challenges
3.1.3 Big Data Infrastructure Opportunities
3.2 Unstructured Data and the Internet of Things
3.2.1 New Protocols, Platforms, Streaming and Parsing, Software and Analytical Tools
3.2.2 Big Data in IoT will require Lightweight Data Interchange Format
3.2.3 Big Data in IoT will use Lightweight Protocols
3.2.4 Big Data in IoT will need Protocol for Network Interoperability
3.2.5 Big Data in IoT Demands Data Processing on Appropriate Scale
3.1.1 Big Data Infrastructure
3.1.2 Infrastructure Challenges
3.1.3 Big Data Infrastructure Opportunities
3.2 Unstructured Data and the Internet of Things
3.2.1 New Protocols, Platforms, Streaming and Parsing, Software and Analytical Tools
3.2.2 Big Data in IoT will require Lightweight Data Interchange Format
3.2.3 Big Data in IoT will use Lightweight Protocols
3.2.4 Big Data in IoT will need Protocol for Network Interoperability
3.2.5 Big Data in IoT Demands Data Processing on Appropriate Scale
4 Big Data Technology and Business Case
4.1 Big Data Technology
4.1.1 Hadoop
4.1.2 NoSQL
4.1.3 MPP Databases
4.1.4 Others and Emerging Technologies
4.2 Emerging Technologies, Tools, and Techniques
4.2.1 Streaming Analytics
4.2.2 Cloud Technology
4.2.3 Google Search
4.2.4 Customize Analytical Tools
4.2.5 Internet Keywords
4.2.6 Gamification
4.3 Big Data Roadmap
4.4 Market Drivers
4.4.1 Data Volume & Variety
4.4.2 Increasing Adoption of Big Data by Enterprises and Telecom
4.4.3 Maturation of Big Data Software
4.4.4 Continued Investments in Big Data by Web Giants
4.4.5 Business Drivers
4.5 Market Barriers
4.5.1 Privacy and Security: The ‘Big’ Barrier
4.5.2 Workforce Re-skilling and Organizational Resistance
4.5.3 Lack of Clear Big Data Strategies
4.5.4 Technical Challenges: Scalability & Maintenance
4.5.5 Big Data Development Expertise
4.1.1 Hadoop
4.1.2 NoSQL
4.1.3 MPP Databases
4.1.4 Others and Emerging Technologies
4.2 Emerging Technologies, Tools, and Techniques
4.2.1 Streaming Analytics
4.2.2 Cloud Technology
4.2.3 Google Search
4.2.4 Customize Analytical Tools
4.2.5 Internet Keywords
4.2.6 Gamification
4.3 Big Data Roadmap
4.4 Market Drivers
4.4.1 Data Volume & Variety
4.4.2 Increasing Adoption of Big Data by Enterprises and Telecom
4.4.3 Maturation of Big Data Software
4.4.4 Continued Investments in Big Data by Web Giants
4.4.5 Business Drivers
4.5 Market Barriers
4.5.1 Privacy and Security: The ‘Big’ Barrier
4.5.2 Workforce Re-skilling and Organizational Resistance
4.5.3 Lack of Clear Big Data Strategies
4.5.4 Technical Challenges: Scalability & Maintenance
4.5.5 Big Data Development Expertise
5 Key Sectors for Big Data
5.1 Industrial Internet and Machine-to-Machine
5.1.1 Big Data in M2M
5.1.2 Vertical Opportunities
5.2 Retail and Hospitality
5.2.1 Improving Accuracy of Forecasts and Stock Management
5.2.2 Determining Buying Patterns
5.2.3 Hospitality Use Cases
5.2.4 Personalized Marketing
5.3 Media
5.3.1 Social Media
5.3.2 Social Gaming Analytics
5.3.3 Usage of Social Media Analytics by Other Verticals
5.3.4 Internet Keyword Search
5.4 Utilities
5.4.1 Analysis of Operational Data
5.4.2 Application Areas for the Future
5.5 Financial Services
5.5.1 Fraud Analysis, Mitigation & Risk Profiling
5.5.2 Merchant-Funded Reward Programs
5.5.3 Customer Segmentation
5.5.4 Customer Retention & Personalized Product Offering
5.5.5 Insurance Companies
5.6 Healthcare and Pharmaceutical
5.6.1 Drug Development
5.6.2 Medical Data Analytics
5.6.3 Case Study: Identifying Heartbeat Patterns
5.7 Telecommunications
5.7.1 Telco Analytics: Customer/Usage Profiling and Service Optimization
5.7.2 Big Data Analytic Tools
5.7.3 Speech Analytics
5.7.4 New Products and Services
5.8 Government and Homeland Security
5.8.1 Big Data Research
5.8.2 Statistical Analysis
5.8.3 Language Translation
5.8.4 Developing New Applications for the Public
5.8.5 Tracking Crime
5.8.6 Intelligence Gathering
5.8.7 Fraud Detection and Revenue Generation
5.9 Other Sectors
5.9.1 Aviation
5.9.2 Transportation and Logistics: Optimizing Fleet Usage
5.9.3 Real-Time Processing of Sports Statistics
5.9.4 Education
5.9.5 Manufacturing
5.1.1 Big Data in M2M
5.1.2 Vertical Opportunities
5.2 Retail and Hospitality
5.2.1 Improving Accuracy of Forecasts and Stock Management
5.2.2 Determining Buying Patterns
5.2.3 Hospitality Use Cases
5.2.4 Personalized Marketing
5.3 Media
5.3.1 Social Media
5.3.2 Social Gaming Analytics
5.3.3 Usage of Social Media Analytics by Other Verticals
5.3.4 Internet Keyword Search
5.4 Utilities
5.4.1 Analysis of Operational Data
5.4.2 Application Areas for the Future
5.5 Financial Services
5.5.1 Fraud Analysis, Mitigation & Risk Profiling
5.5.2 Merchant-Funded Reward Programs
5.5.3 Customer Segmentation
5.5.4 Customer Retention & Personalized Product Offering
5.5.5 Insurance Companies
5.6 Healthcare and Pharmaceutical
5.6.1 Drug Development
5.6.2 Medical Data Analytics
5.6.3 Case Study: Identifying Heartbeat Patterns
5.7 Telecommunications
5.7.1 Telco Analytics: Customer/Usage Profiling and Service Optimization
5.7.2 Big Data Analytic Tools
5.7.3 Speech Analytics
5.7.4 New Products and Services
5.8 Government and Homeland Security
5.8.1 Big Data Research
5.8.2 Statistical Analysis
5.8.3 Language Translation
5.8.4 Developing New Applications for the Public
5.8.5 Tracking Crime
5.8.6 Intelligence Gathering
5.8.7 Fraud Detection and Revenue Generation
5.9 Other Sectors
5.9.1 Aviation
5.9.2 Transportation and Logistics: Optimizing Fleet Usage
5.9.3 Real-Time Processing of Sports Statistics
5.9.4 Education
5.9.5 Manufacturing
6 The Big Data Value Chain
6.1 Fragmentation in the Big Data Value
6.2 Data Acquisitioning and Provisioning
6.3 Data Warehousing and Business Intelligence
6.4 Analytics and Visualization
6.5 Actioning and Business Process Management
6.6 Data Governance
6.2 Data Acquisitioning and Provisioning
6.3 Data Warehousing and Business Intelligence
6.4 Analytics and Visualization
6.5 Actioning and Business Process Management
6.6 Data Governance
7 Big Data Analytics
7.1 The Role and Importance of Big Data Analytics
7.2 Big Data Analytics Processes
7.3 Reactive vs. Proactive Analytics
7.4 Technology and Implementation Approaches
7.4.1 Grid Computing
7.4.2 In-Database processing
7.4.3 In-Memory Analytics
7.4.4 Data Mining
7.4.5 Predictive Analytics
7.4.6 Natural Language Processing
7.4.7 Text Analytics
7.4.8 Visual Analytics
7.4.9 Association Rule Learning
7.4.10 Classification Tree Analysis
7.4.11 Machine Learning
7.4.12 Neural Networks
7.4.13 Multilayer Perceptron (MLP)
7.4.14 Radial Basis Functions
7.4.15 Geospatial Predictive Modelling
7.4.16 Regression Analysis
7.4.17 Social Network Analysis
7.2 Big Data Analytics Processes
7.3 Reactive vs. Proactive Analytics
7.4 Technology and Implementation Approaches
7.4.1 Grid Computing
7.4.2 In-Database processing
7.4.3 In-Memory Analytics
7.4.4 Data Mining
7.4.5 Predictive Analytics
7.4.6 Natural Language Processing
7.4.7 Text Analytics
7.4.8 Visual Analytics
7.4.9 Association Rule Learning
7.4.10 Classification Tree Analysis
7.4.11 Machine Learning
7.4.12 Neural Networks
7.4.13 Multilayer Perceptron (MLP)
7.4.14 Radial Basis Functions
7.4.15 Geospatial Predictive Modelling
7.4.16 Regression Analysis
7.4.17 Social Network Analysis
8 Standardization and Regulatory Initiatives
8.1 Cloud Standards Customer Council
8.2 National Institute of Standards and Technology
8.3 OASIS
8.4 Open Data Foundation
8.5 Open Data Center Alliance
8.6 Cloud Security Alliance
8.7 International Telecommunications Union
8.8 International Organization for Standardization
8.2 National Institute of Standards and Technology
8.3 OASIS
8.4 Open Data Foundation
8.5 Open Data Center Alliance
8.6 Cloud Security Alliance
8.7 International Telecommunications Union
8.8 International Organization for Standardization
9 Global Markets and Forecasts for Big Data
9.1 Global Big Data Markets 2018 – 2023
9.2 Regional Markets for Big Data 2018 – 2023
9.3 Leading Countries in Big Data
9.3.1 United States
9.3.2 China
9.4 Big Data Revenue by Product Segment 2018 – 2023
9.4.1 Database Management Systems
9.4.2 Big Data Integration Tools
9.4.3 Application Infrastructure and Middleware
9.4.4 Business Intelligence Tools and Analytics Platforms
9.4.5 Big Data in Professional Services
9.2 Regional Markets for Big Data 2018 – 2023
9.3 Leading Countries in Big Data
9.3.1 United States
9.3.2 China
9.4 Big Data Revenue by Product Segment 2018 – 2023
9.4.1 Database Management Systems
9.4.2 Big Data Integration Tools
9.4.3 Application Infrastructure and Middleware
9.4.4 Business Intelligence Tools and Analytics Platforms
9.4.5 Big Data in Professional Services
10 Key Big Data Players
10.1 Vendor Assessment Matrix
10.2 1010Data (Advance Communication Corp.)
10.3 Accenture
10.4 Actian Corporation
10.5 Alteryx
10.6 Amazon
10.7 Anova Data
10.8 Apache Software Foundation
10.9 APTEAN (Formerly CDC Software)
10.10 Booz Allen Hamilton
10.11 Bosch Software Innovations: Bosch IoT Suite
10.12 Capgemini
10.13 Cisco Systems
10.14 Cloudera
10.15 CRAY Inc.
10.16 Computer Science Corporation (CSC)
10.17 DataDirect Network
10.18 Dell EMC
10.19 Deloitte
10.20 Facebook
10.21 Fujitsu
10.22 General Electric (GE)
10.23 GoodData Corporation
10.24 Google
10.25 Guavus
10.26 HP Enterprise
10.27 Hitachi Data Systems
10.28 Hortonworks
10.29 IBM
10.30 Informatica
10.31 Intel
10.32 Jasper (Cisco Jasper)
10.33 Juniper Networks
10.34 Longview
10.35 Marklogic
10.36 Microsoft
10.37 Microstrategy
10.38 MongoDB (Formerly 10Gen)
10.39 MU Sigma
10.40 Netapp
10.41 NTT Data
10.42 Open Text (Actuate Corporation)
10.43 Opera Solutions
10.44 Oracle
10.45 Pentaho (Hitachi)
10.46 Qlik Tech
10.47 Quantum
10.48 Rackspace
10.49 Revolution Analytics
10.50 Salesforce
10.51 SAP
10.52 SAS Institute
10.53 Sisense
10.54 Software AG/Terracotta
10.55 Splunk
10.56 Sqrrl
10.57 Supermicro
10.58 Tableau Software
10.59 Tata Consultancy Services
10.60 Teradata
10.61 Think Big Analytics
10.62 TIBCO
10.63 Verint Systems
10.64 VMware (Part of EMC)
10.65 Wipro
10.66 Workday (Platfora)
10.2 1010Data (Advance Communication Corp.)
10.3 Accenture
10.4 Actian Corporation
10.5 Alteryx
10.6 Amazon
10.7 Anova Data
10.8 Apache Software Foundation
10.9 APTEAN (Formerly CDC Software)
10.10 Booz Allen Hamilton
10.11 Bosch Software Innovations: Bosch IoT Suite
10.12 Capgemini
10.13 Cisco Systems
10.14 Cloudera
10.15 CRAY Inc.
10.16 Computer Science Corporation (CSC)
10.17 DataDirect Network
10.18 Dell EMC
10.19 Deloitte
10.20 Facebook
10.21 Fujitsu
10.22 General Electric (GE)
10.23 GoodData Corporation
10.24 Google
10.25 Guavus
10.26 HP Enterprise
10.27 Hitachi Data Systems
10.28 Hortonworks
10.29 IBM
10.30 Informatica
10.31 Intel
10.32 Jasper (Cisco Jasper)
10.33 Juniper Networks
10.34 Longview
10.35 Marklogic
10.36 Microsoft
10.37 Microstrategy
10.38 MongoDB (Formerly 10Gen)
10.39 MU Sigma
10.40 Netapp
10.41 NTT Data
10.42 Open Text (Actuate Corporation)
10.43 Opera Solutions
10.44 Oracle
10.45 Pentaho (Hitachi)
10.46 Qlik Tech
10.47 Quantum
10.48 Rackspace
10.49 Revolution Analytics
10.50 Salesforce
10.51 SAP
10.52 SAS Institute
10.53 Sisense
10.54 Software AG/Terracotta
10.55 Splunk
10.56 Sqrrl
10.57 Supermicro
10.58 Tableau Software
10.59 Tata Consultancy Services
10.60 Teradata
10.61 Think Big Analytics
10.62 TIBCO
10.63 Verint Systems
10.64 VMware (Part of EMC)
10.65 Wipro
10.66 Workday (Platfora)
11 Appendix: Big Data Support of Streaming IoT Data
11.1 Big Data Technology Market Outlook for Streaming IoT Data
11.1.1 IoT Data Management is a Ubiquitous Opportunity across Enterprise
11.1.2 IoT Data becomes a Big Data Revenue Opportunity
11.1.3 Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
11.2 Global Streaming IoT Data Analytics Revenue
11.2.1 Overall Streaming Data Analytics Revenue for IoT
11.2.2 Global Streaming IoT Data Analytics Revenue by App, Software, and Services
11.2.3 Global Streaming IoT Data Analytics Revenue in Industry Verticals
11.3 Regional Streaming IoT Data Analytics Revenue
11.3.1 Revenue in Region
11.3.2 APAC Market Revenue
11.3.3 Europe Market Revenue
11.3.4 North America Market Revenue
11.3.5 Latin America Market Revenue
11.3.6 ME&A Market Revenue
11.4 Streaming IoT Data Analytics Revenue by Country
11.4.1 Revenue by APAC Countries
11.4.2 Revenue by Europe Countries
11.4.3 Revenue by North America Countries
11.4.4 Revenue by Latin America Countries
11.4.5 Revenue by ME&A Countries
11.1.1 IoT Data Management is a Ubiquitous Opportunity across Enterprise
11.1.2 IoT Data becomes a Big Data Revenue Opportunity
11.1.3 Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
11.2 Global Streaming IoT Data Analytics Revenue
11.2.1 Overall Streaming Data Analytics Revenue for IoT
11.2.2 Global Streaming IoT Data Analytics Revenue by App, Software, and Services
11.2.3 Global Streaming IoT Data Analytics Revenue in Industry Verticals
11.3 Regional Streaming IoT Data Analytics Revenue
11.3.1 Revenue in Region
11.3.2 APAC Market Revenue
11.3.3 Europe Market Revenue
11.3.4 North America Market Revenue
11.3.5 Latin America Market Revenue
11.3.6 ME&A Market Revenue
11.4 Streaming IoT Data Analytics Revenue by Country
11.4.1 Revenue by APAC Countries
11.4.2 Revenue by Europe Countries
11.4.3 Revenue by North America Countries
11.4.4 Revenue by Latin America Countries
11.4.5 Revenue by ME&A Countries
Figures
Figure 1: Big Data Ecosystem
Figure 2: Key Characteristics of Big Data
Figure 3: Big Data Use Cases in Industry Verticals
Figure 4: Big Data Stack
Figure 5: Framework for Big Data in IoT
Figure 2: NoSQL vs Legacy DB Performance Comparisons
Figure 7: Roadmap Big Data Technologies 2018 - 2030
Figure 8: The Big Data Value Chain
Figure 9: Big Data Value Flow
Figure 10: Big Data Analytics
Figure 11: Global Big Data Markets 2018 – 2023
Figure 12: Regional Big Data Markets 2018 – 2023
Figure 13: Database Management Systems 2018 – 2023
Figure 14: Data Integration and Quality Tools 2018 – 2023
Figure 15: Application Infrastructure and Middleware 2018 – 2023
Figure 16: Business Intelligence Tools and Analytics Platforms 2018 – 2023
Figure 17: Big Data in Professional Services 2018 – 2023
Figure 18: Big Data Vendor Ranking Matrix
Figure 19: Streaming IoT Data Sources Compared
Figure 20: Overall Streaming IoT Data Analytics
Figure 2: Key Characteristics of Big Data
Figure 3: Big Data Use Cases in Industry Verticals
Figure 4: Big Data Stack
Figure 5: Framework for Big Data in IoT
Figure 2: NoSQL vs Legacy DB Performance Comparisons
Figure 7: Roadmap Big Data Technologies 2018 - 2030
Figure 8: The Big Data Value Chain
Figure 9: Big Data Value Flow
Figure 10: Big Data Analytics
Figure 11: Global Big Data Markets 2018 – 2023
Figure 12: Regional Big Data Markets 2018 – 2023
Figure 13: Database Management Systems 2018 – 2023
Figure 14: Data Integration and Quality Tools 2018 – 2023
Figure 15: Application Infrastructure and Middleware 2018 – 2023
Figure 16: Business Intelligence Tools and Analytics Platforms 2018 – 2023
Figure 17: Big Data in Professional Services 2018 – 2023
Figure 18: Big Data Vendor Ranking Matrix
Figure 19: Streaming IoT Data Sources Compared
Figure 20: Overall Streaming IoT Data Analytics
Tables
Table 1: Global Big Data Markets 2018 – 2023
Table 2: Regional Big Data Markets 2018 – 2023
Table 3: Big Data Markets by Product Segments 2018 – 2023
Table 4: Database Management Systems 2018 – 2023
Table 5: Data Integration Tools 2018 – 2023
Table 6: Application Infrastructure and Middleware 2018 – 2023
Table 7: Business Intelligence Tools and Analytics Platforms 2018 – 2023
Table 8: Big Data in Professional Services 2018 – 2023
Table 9: Big Data Analytics Platforms by Company
Table 10: Global Streaming IoT Data Analytics Revenue by App, Software, and Service
Table 11: Global Streaming IoT Data Analytics Revenue in Industry Vertical
Table 12: Retail Streaming IoT Data Analytics Revenue by Retail Segment
Table 13: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 14: Telecom & IT Streaming IoT Data Analytics Rev by Segment
Table 15: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services
Table 16: Energy & Utilities Streaming IoT Data Analytics Rev by Segment
Table 17: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services
Table 18: Government Streaming IoT Data Analytics Revenue by Segment
Table 19: Government Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 20: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment
Table 21: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 22: Manufacturing Streaming IoT Data Analytics Revenue by Segment
Table 23: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 24: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment
Table 25: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 26: Banking and Finance Streaming IoT Data Analytics Revenue by Segment
Table 27: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 28: Smart Cities Streaming IoT Data Analytics Revenue by Segment
Table 29: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 30: Automotive Streaming IoT Data Analytics Revenue by Segment
Table 31: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services
Table 32: Education Streaming IoT Data Analytics Revenue by Segment
Table 33: Education Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 34: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment
Table 35: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 36: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 37: Streaming IoT Data Analytics Revenue in Region
Table 38: APAC Streaming IoT Data Analytics Revenue by Solution and Services
Table 39: APAC Streaming IoT Data Analytics Revenue in Industry Vertical
Table 40: APAC Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 41: Europe Streaming IoT Data Analytics Revenue by Solution and Services
Table 42: Europe Streaming IoT Data Analytics Revenue in Industry Vertical
Table 43: Europe Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 44: North America Streaming IoT Data Analytics Revenue by Solution and Services
Table 45: North America Streaming IoT Data Analytics Revenue in Industry Vertical
Table 46: North America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 47: Latin America Streaming IoT Data Analytics Revenue by Solution and Services
Table 48: Latin America Streaming IoT Data Analytics Revenue in Industry Vertical
Table 49: Latin America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 50: ME&A Streaming IoT Data Analytics Revenue by Solution and Services
Table 51: ME&A Streaming IoT Data Analytics Revenue in Industry Vertical
Table 52: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 53: Streaming IoT Data Analytics Revenue by APAC Countries
Table 54: Japan Streaming IoT Data Analytics Revenue by Solution and Services
Table 55: Japan Streaming IoT Data Analytics Revenue in Industry Vertical
Table 56: China Streaming IoT Data Analytics Revenue by Solution and Services
Table 57: China Streaming IoT Data Analytics Revenue in Industry Vertical
Table 58: India Streaming IoT Data Analytics Revenue by Solution and Services
Table 59: India Streaming IoT Data Analytics Revenue in Industry Vertical
Table 60: Australia Streaming IoT Data Analytics Revenue by Solution and Services
Table 61: Australia Streaming IoT Data Analytics Revenue in Industry Vertical
Table 62: Streaming IoT Data Analytics Revenue by Europe Countries
Table 63: Germany Streaming IoT Data Analytics Revenue by Solution and Services
Table 64: Germany Streaming IoT Data Analytics Revenue in Industry Vertical
Table 65: UK Streaming IoT Data Analytics Revenue by Solution and Services
Table 66: UK Streaming IoT Data Analytics Revenue in Industry Vertical
Table 67: France Streaming IoT Data Analytics Revenue by Solution and Services
Table 68: France Streaming IoT Data Analytics Revenue in Industry Vertical
Table 69: Streaming IoT Data Analytics Revenue by North America Countries
Table 70: US Streaming IoT Data Analytics Revenue by Solution and Services
Table 71: US Streaming IoT Data Analytics Revenue in Industry Vertical
Table 72: Canada Streaming IoT Data Analytics Revenue by Solution and Services
Table 73: Canada Streaming IoT Data Analytics Revenue in Industry Vertical
Table 74: Streaming IoT Data Analytics Revenue by Latin America Countries
Table 75: Brazil Streaming IoT Data Analytics Revenue by Solution and Services
Table 76: Brazil Streaming IoT Data Analytics Revenue in Industry Vertical
Table 77: Mexico Streaming IoT Data Analytics Revenue by Solution and Services
Table 78: Mexico Streaming IoT Data Analytics Revenue in Industry Vertical
Table 79: Streaming IoT Data Analytics Revenue by ME&A Countries
Table 80: South Africa Streaming IoT Data Analytics Revenue by Solution and Services
Table 81: South Africa Streaming IoT Data Analytics Revenue in Industry Vertical
Table 82: UAE Streaming IoT Data Analytics Revenue by Solution and Services
Table 83: UAE Streaming IoT Data Analytics Revenue in Industry Vertical
Table 2: Regional Big Data Markets 2018 – 2023
Table 3: Big Data Markets by Product Segments 2018 – 2023
Table 4: Database Management Systems 2018 – 2023
Table 5: Data Integration Tools 2018 – 2023
Table 6: Application Infrastructure and Middleware 2018 – 2023
Table 7: Business Intelligence Tools and Analytics Platforms 2018 – 2023
Table 8: Big Data in Professional Services 2018 – 2023
Table 9: Big Data Analytics Platforms by Company
Table 10: Global Streaming IoT Data Analytics Revenue by App, Software, and Service
Table 11: Global Streaming IoT Data Analytics Revenue in Industry Vertical
Table 12: Retail Streaming IoT Data Analytics Revenue by Retail Segment
Table 13: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 14: Telecom & IT Streaming IoT Data Analytics Rev by Segment
Table 15: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services
Table 16: Energy & Utilities Streaming IoT Data Analytics Rev by Segment
Table 17: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services
Table 18: Government Streaming IoT Data Analytics Revenue by Segment
Table 19: Government Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 20: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment
Table 21: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 22: Manufacturing Streaming IoT Data Analytics Revenue by Segment
Table 23: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 24: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment
Table 25: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 26: Banking and Finance Streaming IoT Data Analytics Revenue by Segment
Table 27: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 28: Smart Cities Streaming IoT Data Analytics Revenue by Segment
Table 29: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 30: Automotive Streaming IoT Data Analytics Revenue by Segment
Table 31: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services
Table 32: Education Streaming IoT Data Analytics Revenue by Segment
Table 33: Education Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 34: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment
Table 35: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 36: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 37: Streaming IoT Data Analytics Revenue in Region
Table 38: APAC Streaming IoT Data Analytics Revenue by Solution and Services
Table 39: APAC Streaming IoT Data Analytics Revenue in Industry Vertical
Table 40: APAC Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 41: Europe Streaming IoT Data Analytics Revenue by Solution and Services
Table 42: Europe Streaming IoT Data Analytics Revenue in Industry Vertical
Table 43: Europe Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 44: North America Streaming IoT Data Analytics Revenue by Solution and Services
Table 45: North America Streaming IoT Data Analytics Revenue in Industry Vertical
Table 46: North America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 47: Latin America Streaming IoT Data Analytics Revenue by Solution and Services
Table 48: Latin America Streaming IoT Data Analytics Revenue in Industry Vertical
Table 49: Latin America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 50: ME&A Streaming IoT Data Analytics Revenue by Solution and Services
Table 51: ME&A Streaming IoT Data Analytics Revenue in Industry Vertical
Table 52: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 53: Streaming IoT Data Analytics Revenue by APAC Countries
Table 54: Japan Streaming IoT Data Analytics Revenue by Solution and Services
Table 55: Japan Streaming IoT Data Analytics Revenue in Industry Vertical
Table 56: China Streaming IoT Data Analytics Revenue by Solution and Services
Table 57: China Streaming IoT Data Analytics Revenue in Industry Vertical
Table 58: India Streaming IoT Data Analytics Revenue by Solution and Services
Table 59: India Streaming IoT Data Analytics Revenue in Industry Vertical
Table 60: Australia Streaming IoT Data Analytics Revenue by Solution and Services
Table 61: Australia Streaming IoT Data Analytics Revenue in Industry Vertical
Table 62: Streaming IoT Data Analytics Revenue by Europe Countries
Table 63: Germany Streaming IoT Data Analytics Revenue by Solution and Services
Table 64: Germany Streaming IoT Data Analytics Revenue in Industry Vertical
Table 65: UK Streaming IoT Data Analytics Revenue by Solution and Services
Table 66: UK Streaming IoT Data Analytics Revenue in Industry Vertical
Table 67: France Streaming IoT Data Analytics Revenue by Solution and Services
Table 68: France Streaming IoT Data Analytics Revenue in Industry Vertical
Table 69: Streaming IoT Data Analytics Revenue by North America Countries
Table 70: US Streaming IoT Data Analytics Revenue by Solution and Services
Table 71: US Streaming IoT Data Analytics Revenue in Industry Vertical
Table 72: Canada Streaming IoT Data Analytics Revenue by Solution and Services
Table 73: Canada Streaming IoT Data Analytics Revenue in Industry Vertical
Table 74: Streaming IoT Data Analytics Revenue by Latin America Countries
Table 75: Brazil Streaming IoT Data Analytics Revenue by Solution and Services
Table 76: Brazil Streaming IoT Data Analytics Revenue in Industry Vertical
Table 77: Mexico Streaming IoT Data Analytics Revenue by Solution and Services
Table 78: Mexico Streaming IoT Data Analytics Revenue in Industry Vertical
Table 79: Streaming IoT Data Analytics Revenue by ME&A Countries
Table 80: South Africa Streaming IoT Data Analytics Revenue by Solution and Services
Table 81: South Africa Streaming IoT Data Analytics Revenue in Industry Vertical
Table 82: UAE Streaming IoT Data Analytics Revenue by Solution and Services
Table 83: UAE Streaming IoT Data Analytics Revenue in Industry Vertical
1 Introduction
1.1 Executive Summary
1.2 Research Objectives
1.3 Select Findings
1.4 Target Audience
1.5 Companies in the Report
1.2 Research Objectives
1.3 Select Findings
1.4 Target Audience
1.5 Companies in the Report
2 Overview
2.1 Defining Artificial Intelligence
2.2 Artificial General Intelligence
2.3 Artificial Super Intelligence
2.4 Artificial Intelligence Types
2.5 Artificial Intelligence Language
2.6 Artificial Intelligence Systems
2.7 AI Outcomes and Enterprise Benefits
2.8 Conversational User Interfaces
2.9 Cognitive Computing and Swarm Intelligence
2.10 AI Market Drivers and Impact
2.11 AI Market Constraints
2.12 AI Market Opportunities
2.13 AI Market Outlook and Predictions
2.2 Artificial General Intelligence
2.3 Artificial Super Intelligence
2.4 Artificial Intelligence Types
2.5 Artificial Intelligence Language
2.6 Artificial Intelligence Systems
2.7 AI Outcomes and Enterprise Benefits
2.8 Conversational User Interfaces
2.9 Cognitive Computing and Swarm Intelligence
2.10 AI Market Drivers and Impact
2.11 AI Market Constraints
2.12 AI Market Opportunities
2.13 AI Market Outlook and Predictions
3 Technology and Impact Analysis
3.1 AI Technology Matrix
3.1.1 Machine Learning
3.1.1.1 Deep Learning
3.1.1.2 Supervised vs. Unsupervised Learning
3.1.1.3 Reinforcement Learning
3.1.2 Natural Language Processing
3.1.3 Computer Vision
3.1.4 Speech Recognition
3.1.5 Context Aware Processing
3.1.6 Artificial Neural Network
3.1.7 Predictive APIs
3.1.8 Autonomous Robotics
3.2 AI Technology Readiness
3.3 Machine Learning APIs
3.3.1 IBM Watson API
3.3.2 Microsoft Azure Machine Learning API
3.3.3 Google Prediction API
3.3.4 Amazon Machine Learning API
3.3.5 BigML
3.3.6 AT&T Speech API
3.3.7 Wit.ai
3.3.8 AlchemyAPI
3.3.9 Diffbot
3.3.10 PredictionIO
3.3.11 General Application Environment
3.4 AI Technology Goal
3.5 AI Tools and Approaches
3.6 Emotion AI
3.6.1 Facial Detection APIs
3.6.2 Text Recognition APIs
3.6.3 Speech Recognition APIs
3.7 IoT Application and Big Data Analytics
3.8 Data Science and Predictive Analytics
3.9 Edge Computing and 5G Network
3.10 Cloud Computing and Machine Learning
3.11 Smart Machine and Virtual Twinning
3.12 Factory Automation and Industry 4.0
3.13 Building Automation and Smart Workplace
3.14 Cloud Robotics and Public Security
3.15 Self Driven Network and Domain Specific Network
3.16 Predictive 3D Design
3.1.1 Machine Learning
3.1.1.1 Deep Learning
3.1.1.2 Supervised vs. Unsupervised Learning
3.1.1.3 Reinforcement Learning
3.1.2 Natural Language Processing
3.1.3 Computer Vision
3.1.4 Speech Recognition
3.1.5 Context Aware Processing
3.1.6 Artificial Neural Network
3.1.7 Predictive APIs
3.1.8 Autonomous Robotics
3.2 AI Technology Readiness
3.3 Machine Learning APIs
3.3.1 IBM Watson API
3.3.2 Microsoft Azure Machine Learning API
3.3.3 Google Prediction API
3.3.4 Amazon Machine Learning API
3.3.5 BigML
3.3.6 AT&T Speech API
3.3.7 Wit.ai
3.3.8 AlchemyAPI
3.3.9 Diffbot
3.3.10 PredictionIO
3.3.11 General Application Environment
3.4 AI Technology Goal
3.5 AI Tools and Approaches
3.6 Emotion AI
3.6.1 Facial Detection APIs
3.6.2 Text Recognition APIs
3.6.3 Speech Recognition APIs
3.7 IoT Application and Big Data Analytics
3.8 Data Science and Predictive Analytics
3.9 Edge Computing and 5G Network
3.10 Cloud Computing and Machine Learning
3.11 Smart Machine and Virtual Twinning
3.12 Factory Automation and Industry 4.0
3.13 Building Automation and Smart Workplace
3.14 Cloud Robotics and Public Security
3.15 Self Driven Network and Domain Specific Network
3.16 Predictive 3D Design
4 Market and Application Analysis
4.1 AI Market Landscape
4.1.1 Embedded Device and Things
4.1.2 AI Software and Platform
4.1.3 AI Component and Chipsets
4.1.4 AI Service and Deployment
4.2 AI Application Delivery Platform
4.3 AIaaS and MLaaS
4.4 Enterprise Adoption and External Investment
4.5 Enterprise AI Drive Productivity Gains
4.6 AI Patent and Regulatory Framework
4.7 Value Chain Analysis
4.7.1 Artificial Intelligence Companies
4.7.2 IoT Companies and Suppliers
4.7.3 Data Analytics Providers
4.7.4 Connectivity Infrastructure Providers
4.7.5 Components and Chipsets Manufacturers
4.7.6 Software Developers and Data Scientists
4.7.7 End Users
4.8 End User Industry and Application
4.9 AI Use Case Analysis
4.10 Competitive Landscape Analysis
4.1.1 Embedded Device and Things
4.1.2 AI Software and Platform
4.1.3 AI Component and Chipsets
4.1.4 AI Service and Deployment
4.2 AI Application Delivery Platform
4.3 AIaaS and MLaaS
4.4 Enterprise Adoption and External Investment
4.5 Enterprise AI Drive Productivity Gains
4.6 AI Patent and Regulatory Framework
4.7 Value Chain Analysis
4.7.1 Artificial Intelligence Companies
4.7.2 IoT Companies and Suppliers
4.7.3 Data Analytics Providers
4.7.4 Connectivity Infrastructure Providers
4.7.5 Components and Chipsets Manufacturers
4.7.6 Software Developers and Data Scientists
4.7.7 End Users
4.8 End User Industry and Application
4.9 AI Use Case Analysis
4.10 Competitive Landscape Analysis
5 Artificial Intelligence Market Analysis and Forecasts 2018 - 2023
5.1 Global AI Market Forecasts 2018 – 2023
5.1.1 Total AI Market
5.1.2 AI Market by Segment
5.1.3 AI Market by Hardware Segment
5.1.3.1 AI Market by Embedded Device
5.1.3.1.1 AI Market by Embedded Non-IoT Device
5.1.3.1.2 AI Market by Embedded IoT Device
5.1.3.1.3 AI Market by Embedded Wearable Device
5.1.3.1.4 AI Market by Embedded Medical and Healthcare Device
5.1.3.1.5 AI Market by Embedded Appliances
5.1.3.1.6 AI Market by Embedded Industrial Machine
5.1.3.1.7 AI Market by Embedded Entertainment Device
5.1.3.1.8 AI Market by Embedded Security Device
5.1.3.1.9 AI Market by Embedded Network Device
5.1.3.1.10 AI Market by Embedded Connected Vehicle Device
5.1.3.1.11 AI Market by Embedded Smart Grid Device
5.1.3.1.12 AI Market by Embedded Military Device
5.1.3.1.13 AI Market by Embedded Energy Management Device
5.1.3.1.14 AI Market by Embedded Agriculture Specific Device
5.1.3.1.15 AI Market by Embedded Industrial IoT Device
5.1.3.2AI Market by Embedded IoT Things and Objects
5.1.3.1AI Market by Embedded Components
5.1.3.1.1 AI Market by Embedded Processors
5.1.3.1.2 AI Embedded Chipsets Market by Technology
5.1.3.1.3 AI Embedded Chipsets Market by Machine Learning Technology
5.1.4 AI Market by Software Segment
5.1.4.1 AI Application Embedded Software Market by Application Type
5.1.4.2 AI Application Embedded Software Market by Deployment Type
5.1.4.3 AI Market by AI Platform
5.1.5 AI Market by Service Segment
5.1.5.1 AI Market by Professional Service Segment
5.1.6 AI Market by AI Technology
5.1.6.1 AI Market by Machine Learning Technology
5.1.7 AI Market by AI System
5.1.8 AI Market by AI Category
5.1.9 AI Market by End User Industry
5.1.9.1 AI Market by Medical and Healthcare Application
5.1.9.2 AI Market by Manufacturing Application
5.1.9.3 AI Market by Consumer Electronics Application
5.1.9.4 AI Market by Automotive and Transportation Application
5.1.9.5 AI Market by Retail and Apparel Application
5.1.9.6 AI Market by Marketing Application
5.1.9.7 AI Market by FinTech Application
5.1.9.8 AI Market by Building and Construction Application
5.1.9.9 AI Market by Agriculture Application
5.1.9.10 AI Market by Security and Surveillance Application
5.1.9.11 AI Market by Government and Military Application
5.1.9.12 AI Market by Human Resource Application
5.1.9.13 AI Market by Law Application
5.1.9.14 AI Market by Telecommunication and IT Application
5.1.9.15 AI Market by Oil, Gas and Mining Application
5.1.9.16 AI Market by Logistics Application
5.1.9.17 AI Market by Education Application
5.1.10 AI Market by Consumer, Enterprise, Industrial, and Government Sector
5.2Regional AI Market Forecasts 2018 – 2023
5.2.1 AI Market by Region
5.2.2 North America AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.3 Europe AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.4 APAC AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.5 MEA AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.6 Latin America AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.7 AI Market by Top Ten Country
5.1.1 Total AI Market
5.1.2 AI Market by Segment
5.1.3 AI Market by Hardware Segment
5.1.3.1 AI Market by Embedded Device
5.1.3.1.1 AI Market by Embedded Non-IoT Device
5.1.3.1.2 AI Market by Embedded IoT Device
5.1.3.1.3 AI Market by Embedded Wearable Device
5.1.3.1.4 AI Market by Embedded Medical and Healthcare Device
5.1.3.1.5 AI Market by Embedded Appliances
5.1.3.1.6 AI Market by Embedded Industrial Machine
5.1.3.1.7 AI Market by Embedded Entertainment Device
5.1.3.1.8 AI Market by Embedded Security Device
5.1.3.1.9 AI Market by Embedded Network Device
5.1.3.1.10 AI Market by Embedded Connected Vehicle Device
5.1.3.1.11 AI Market by Embedded Smart Grid Device
5.1.3.1.12 AI Market by Embedded Military Device
5.1.3.1.13 AI Market by Embedded Energy Management Device
5.1.3.1.14 AI Market by Embedded Agriculture Specific Device
5.1.3.1.15 AI Market by Embedded Industrial IoT Device
5.1.3.2AI Market by Embedded IoT Things and Objects
5.1.3.1AI Market by Embedded Components
5.1.3.1.1 AI Market by Embedded Processors
5.1.3.1.2 AI Embedded Chipsets Market by Technology
5.1.3.1.3 AI Embedded Chipsets Market by Machine Learning Technology
5.1.4 AI Market by Software Segment
5.1.4.1 AI Application Embedded Software Market by Application Type
5.1.4.2 AI Application Embedded Software Market by Deployment Type
5.1.4.3 AI Market by AI Platform
5.1.5 AI Market by Service Segment
5.1.5.1 AI Market by Professional Service Segment
5.1.6 AI Market by AI Technology
5.1.6.1 AI Market by Machine Learning Technology
5.1.7 AI Market by AI System
5.1.8 AI Market by AI Category
5.1.9 AI Market by End User Industry
5.1.9.1 AI Market by Medical and Healthcare Application
5.1.9.2 AI Market by Manufacturing Application
5.1.9.3 AI Market by Consumer Electronics Application
5.1.9.4 AI Market by Automotive and Transportation Application
5.1.9.5 AI Market by Retail and Apparel Application
5.1.9.6 AI Market by Marketing Application
5.1.9.7 AI Market by FinTech Application
5.1.9.8 AI Market by Building and Construction Application
5.1.9.9 AI Market by Agriculture Application
5.1.9.10 AI Market by Security and Surveillance Application
5.1.9.11 AI Market by Government and Military Application
5.1.9.12 AI Market by Human Resource Application
5.1.9.13 AI Market by Law Application
5.1.9.14 AI Market by Telecommunication and IT Application
5.1.9.15 AI Market by Oil, Gas and Mining Application
5.1.9.16 AI Market by Logistics Application
5.1.9.17 AI Market by Education Application
5.1.10 AI Market by Consumer, Enterprise, Industrial, and Government Sector
5.2Regional AI Market Forecasts 2018 – 2023
5.2.1 AI Market by Region
5.2.2 North America AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.3 Europe AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.4 APAC AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.5 MEA AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.6 Latin America AI Market by Device, Component, Software, Service, Technology, AI System, AI Category, Industry and Application, and Country
5.2.7 AI Market by Top Ten Country
6 AI Embedded IoT Device and Things Deployment Forecasts 2018 – 2023
6.1 AI Embedded Connected IoT Device Deployment 2018 – 2023
6.1.1 Total AI Embedded Connected IoT Device
6.1.2 AI Embedded Connected IoT Device by IoT Sector
6.1.2.1 AI Embedded Consumer IoT Device Deployment
6.1.2.1.1 AI Embedded Consumer IoT Device Deployment by Device Type
6.1.2.1.2 AI Embedded Consumer IoT Device Deployment by Wearable Device
6.1.2.1.3 AI Embedded Consumer IoT Device Deployment by Smart Appliances
6.1.2.1.4 AI Embedded Consumer IoT Device Deployment by Entertainment Device
6.1.2.1.5 AI Embedded Consumer IoT Device Deployment by Connected Vehicle Device
6.1.2.1.6 AI Embedded Consumer IoT Device Deployment by Energy Device
6.1.2.2AI Embedded Enterprise IoT Device Deployment
6.1.2.2.1 AI Embedded Enterprise IoT Device Deployment by Device Type
6.1.2.2.2 AI Embedded Enterprise IoT Device Deployment by Medical and Healthcare Device
6.1.2.2.3 AI Embedded Enterprise IoT Device Deployment by Home Healthcare Device
6.1.2.2.4 AI Embedded Enterprise IoT Device Deployment by Security Device
6.1.2.2.5 AI Embedded Enterprise IoT Device Deployment by Network Device
6.1.2.3AI Embedded Industrial IoT Device Deployment
6.1.2.3.1 AI Embedded Industrial IoT Device Deployment by Device Type
6.1.2.3.2 AI Embedded Industrial IoT Device Deployment by Industrial Machine
6.1.2.3.3 AI Embedded Industrial IoT Device Deployment by Smart Grid Device
6.1.2.3.4 AI Embedded Industrial IoT Device Deployment by Agriculture Specific Device
6.1.2.4 AI Embedded Government IoT Device Deployment by Device Type
6.1.3 AI Embedded Connected IoT Device Deployment by AI Technology
6.1.4 AI Embedded Connected IoT Device Deployment by AI System
6.1.5 AI Embedded Connected IoT Device Deployment by End User Industry
6.1.6 AI Embedded Connected IoT Device Deployment by Region
6.1.6.1 North America AI Embedded Connected IoT Device Deployment by Country
6.1.6.2 Europe AI Embedded Connected IoT Device Deployment by Country
6.1.6.3 APAC AI Embedded Connected IoT Device Deployment by Country
6.1.6.4 MEA AI Embedded Connected IoT Device Deployment by Country
6.1.6.5 Latin America AI Embedded Connected IoT Device Deployment by Country
6.2 AI Embedded Connected IoT Things and Objects Deployment 2018 – 2023
6.2.1 Total AI Embedded Connected IoT Things and Objects
6.2.2 AI Embedded Connected IoT Things and Objects by IoT Sector
6.2.3 AI Embedded Connected IoT Things and Objects by Application
6.2.4 AI Embedded Connected IoT Things and Objects Deployment by AI Technology
6.2.5 AI Embedded Connected IoT Things and Objects Deployment by AI System
6.2.6 AI Embedded Connected IoT Things and Objects Deployment by End User Industry
6.2.7 AI Embedded Connected IoT Things and Objects Deployment by Region
6.2.7.1 North America AI Embedded Connected IoT Things and Objects Deployment by Country
6.2.7.2 Europe AI Embedded Connected IoT Things and Objects Deployment by Country
6.2.7.3 APAC AI Embedded Connected IoT Things and Objects Deployment by Country
6.2.7.4 MEA AI Embedded Connected IoT Things and Objects Deployment by Country
6.2.7.5 Latin America AI Embedded Connected IoT Things and Objects Deployment by Country
6.1.1 Total AI Embedded Connected IoT Device
6.1.2 AI Embedded Connected IoT Device by IoT Sector
6.1.2.1 AI Embedded Consumer IoT Device Deployment
6.1.2.1.1 AI Embedded Consumer IoT Device Deployment by Device Type
6.1.2.1.2 AI Embedded Consumer IoT Device Deployment by Wearable Device
6.1.2.1.3 AI Embedded Consumer IoT Device Deployment by Smart Appliances
6.1.2.1.4 AI Embedded Consumer IoT Device Deployment by Entertainment Device
6.1.2.1.5 AI Embedded Consumer IoT Device Deployment by Connected Vehicle Device
6.1.2.1.6 AI Embedded Consumer IoT Device Deployment by Energy Device
6.1.2.2AI Embedded Enterprise IoT Device Deployment
6.1.2.2.1 AI Embedded Enterprise IoT Device Deployment by Device Type
6.1.2.2.2 AI Embedded Enterprise IoT Device Deployment by Medical and Healthcare Device
6.1.2.2.3 AI Embedded Enterprise IoT Device Deployment by Home Healthcare Device
6.1.2.2.4 AI Embedded Enterprise IoT Device Deployment by Security Device
6.1.2.2.5 AI Embedded Enterprise IoT Device Deployment by Network Device
6.1.2.3AI Embedded Industrial IoT Device Deployment
6.1.2.3.1 AI Embedded Industrial IoT Device Deployment by Device Type
6.1.2.3.2 AI Embedded Industrial IoT Device Deployment by Industrial Machine
6.1.2.3.3 AI Embedded Industrial IoT Device Deployment by Smart Grid Device
6.1.2.3.4 AI Embedded Industrial IoT Device Deployment by Agriculture Specific Device
6.1.2.4 AI Embedded Government IoT Device Deployment by Device Type
6.1.3 AI Embedded Connected IoT Device Deployment by AI Technology
6.1.4 AI Embedded Connected IoT Device Deployment by AI System
6.1.5 AI Embedded Connected IoT Device Deployment by End User Industry
6.1.6 AI Embedded Connected IoT Device Deployment by Region
6.1.6.1 North America AI Embedded Connected IoT Device Deployment by Country
6.1.6.2 Europe AI Embedded Connected IoT Device Deployment by Country
6.1.6.3 APAC AI Embedded Connected IoT Device Deployment by Country
6.1.6.4 MEA AI Embedded Connected IoT Device Deployment by Country
6.1.6.5 Latin America AI Embedded Connected IoT Device Deployment by Country
6.2 AI Embedded Connected IoT Things and Objects Deployment 2018 – 2023
6.2.1 Total AI Embedded Connected IoT Things and Objects
6.2.2 AI Embedded Connected IoT Things and Objects by IoT Sector
6.2.3 AI Embedded Connected IoT Things and Objects by Application
6.2.4 AI Embedded Connected IoT Things and Objects Deployment by AI Technology
6.2.5 AI Embedded Connected IoT Things and Objects Deployment by AI System
6.2.6 AI Embedded Connected IoT Things and Objects Deployment by End User Industry
6.2.7 AI Embedded Connected IoT Things and Objects Deployment by Region
6.2.7.1 North America AI Embedded Connected IoT Things and Objects Deployment by Country
6.2.7.2 Europe AI Embedded Connected IoT Things and Objects Deployment by Country
6.2.7.3 APAC AI Embedded Connected IoT Things and Objects Deployment by Country
6.2.7.4 MEA AI Embedded Connected IoT Things and Objects Deployment by Country
6.2.7.5 Latin America AI Embedded Connected IoT Things and Objects Deployment by Country
7 Company Analysis
7.1 NVIDIA Corporation
7.2 IBM Corporation
7.3 Intel Corporation
7.4 Samsung Electronics Co Ltd.
7.5 Microsoft Corporation
7.6 Google Inc.
7.7 Baidu Inc.
7.8 Qualcomm Incorporated
7.9 Huawei Technologies Co. Ltd.
7.10 Fujitsu Ltd.
7.11 H2O.ai
7.12 Juniper Networks, Inc.
7.13 Nokia Corporation
7.14 ARM Limited
7.15 Hewlett Packard Enterprise (HPE)
7.16 Oracle Corporation
7.17 SAP
7.18 Siemens AG
7.19 Apple Inc.
7.20 General Electric (GE)
7.21 ABB Ltd.
7.22 LG Electronics
7.23 Koninklijke Philips N.V
7.24 Whirlpool Corporation
7.25 AB Electrolux
7.26 Wind River Systems Inc.
7.27 Cumulocity GmBH
7.28 Digital Reasoning Systems Inc.
7.29 SparkCognition Inc.
7.30 KUKA AG
7.31 Rethink Robotics
7.32 Motion Controls Robotics Inc.
7.33 Panasonic Corporation
7.34 Haier Group Corporation
7.35 Miele
7.36 Next IT Corporation
7.37 Nuance Communications Inc.
7.38 InteliWISE
7.39 Facebook Inc.
7.40 Salesforce
7.41 Amazon Inc.
7.42 SK Telecom
7.43 motion.ai
7.44 Buddy
7.45 AOL Inc.
7.46 Tesla Inc.
7.47 Inbenta Technologies Inc.
7.48 Cisco Systems
7.49 MAANA
7.50 Veros Systems Inc.
7.51 PointGrab Ltd.
7.52 Tellmeplus
7.53 Xiaomi Technology Co. Ltd.
7.54 Leap Motion Inc.
7.55 Atmel Corporation
7.56 Texas Instruments Inc.
7.57 Advanced Micro Devices (AMD) Inc.
7.58 XILINX Inc.
7.59 Omron Adept Technology
7.60 Gemalto N.V.
7.61 Micron Technology
7.62 SAS Institute Inc.
7.63 AIBrian Inc.
7.64 QlikTech International AB
7.65 MicroStrategy Incorporated
7.66 Brighterion Inc.
7.67 IPsoft Inc.
7.68 24/7.ai Inc.
7.69 General Vision Inc.
7.70 Sentient Technologies Holdings Limited
7.71 Graphcore
7.72 CloudMinds
7.73 Rockwell Automation Inc.
7.74 Tend.ai
7.75 SoftBank Robotics Holding Corp.
7.76 iRobot Corp.
7.77 Lockheed Martin
7.78 Spacex
7.2 IBM Corporation
7.3 Intel Corporation
7.4 Samsung Electronics Co Ltd.
7.5 Microsoft Corporation
7.6 Google Inc.
7.7 Baidu Inc.
7.8 Qualcomm Incorporated
7.9 Huawei Technologies Co. Ltd.
7.10 Fujitsu Ltd.
7.11 H2O.ai
7.12 Juniper Networks, Inc.
7.13 Nokia Corporation
7.14 ARM Limited
7.15 Hewlett Packard Enterprise (HPE)
7.16 Oracle Corporation
7.17 SAP
7.18 Siemens AG
7.19 Apple Inc.
7.20 General Electric (GE)
7.21 ABB Ltd.
7.22 LG Electronics
7.23 Koninklijke Philips N.V
7.24 Whirlpool Corporation
7.25 AB Electrolux
7.26 Wind River Systems Inc.
7.27 Cumulocity GmBH
7.28 Digital Reasoning Systems Inc.
7.29 SparkCognition Inc.
7.30 KUKA AG
7.31 Rethink Robotics
7.32 Motion Controls Robotics Inc.
7.33 Panasonic Corporation
7.34 Haier Group Corporation
7.35 Miele
7.36 Next IT Corporation
7.37 Nuance Communications Inc.
7.38 InteliWISE
7.39 Facebook Inc.
7.40 Salesforce
7.41 Amazon Inc.
7.42 SK Telecom
7.43 motion.ai
7.44 Buddy
7.45 AOL Inc.
7.46 Tesla Inc.
7.47 Inbenta Technologies Inc.
7.48 Cisco Systems
7.49 MAANA
7.50 Veros Systems Inc.
7.51 PointGrab Ltd.
7.52 Tellmeplus
7.53 Xiaomi Technology Co. Ltd.
7.54 Leap Motion Inc.
7.55 Atmel Corporation
7.56 Texas Instruments Inc.
7.57 Advanced Micro Devices (AMD) Inc.
7.58 XILINX Inc.
7.59 Omron Adept Technology
7.60 Gemalto N.V.
7.61 Micron Technology
7.62 SAS Institute Inc.
7.63 AIBrian Inc.
7.64 QlikTech International AB
7.65 MicroStrategy Incorporated
7.66 Brighterion Inc.
7.67 IPsoft Inc.
7.68 24/7.ai Inc.
7.69 General Vision Inc.
7.70 Sentient Technologies Holdings Limited
7.71 Graphcore
7.72 CloudMinds
7.73 Rockwell Automation Inc.
7.74 Tend.ai
7.75 SoftBank Robotics Holding Corp.
7.76 iRobot Corp.
7.77 Lockheed Martin
7.78 Spacex
8 Conclusions and Recommendations
8.1 Advertisers and Media Companies
8.2 Artificial Intelligence Providers
8.3 Automotive Companies
8.4 Broadband Infrastructure Providers
8.5 Communication Service Providers
8.6 Computing Companies
8.7 Data Analytics Providers
8.8 Equipment (AR, VR, and MR) Providers
8.9 Networking Equipment Providers
8.10 Networking Security Providers
8.11 Semiconductor Companies
8.12 IoT Suppliers and Service Providers
8.13 Software Providers
8.14 Smart City System Integrators
8.15 Automation System Providers
8.16 Social Media Companies
8.17 Workplace Solution Providers
8.18 Large Businesses and SMBs
8.2 Artificial Intelligence Providers
8.3 Automotive Companies
8.4 Broadband Infrastructure Providers
8.5 Communication Service Providers
8.6 Computing Companies
8.7 Data Analytics Providers
8.8 Equipment (AR, VR, and MR) Providers
8.9 Networking Equipment Providers
8.10 Networking Security Providers
8.11 Semiconductor Companies
8.12 IoT Suppliers and Service Providers
8.13 Software Providers
8.14 Smart City System Integrators
8.15 Automation System Providers
8.16 Social Media Companies
8.17 Workplace Solution Providers
8.18 Large Businesses and SMBs
Figures
Figure 1: Supervised, Unsupervised, and Reinforcement Learning
Figure 2: AI Technology Matrix
Figure 3: AI Technology Readiness Matrix
Figure 4: AI Technology Goals and Outcomes
Figure 5: Deep Leaning and Emotion AI
Figure 6: AI Predictive Analytics Layer
Figure 7: 5G NR Requirement for AI Network
Figure 8: AI Driven Smart Machine Landscape
Figure 9: IIoT Machine Learning as a Service Landscape
Figure 10: AI Smart Workplace Automation Landscape
Figure 11: AI Device and Things Matrix
Figure 12: AI Software and Platform Matrix
Figure 13: AI Component and Chipsets Matrix
Figure 14: AI Application Matrix
Figure 15: AI Driven Enterprise Productivity Gain 2018 - 2023
Figure 16: AI Supervised Human Worker 2018 – 2023
Figure 17: AI Industry Application Matrix
Figure 18: AI Vendor Landscape
Figure 19: Global Artificial Intelligence Market 2018 - 2023
Figure 20: Global Artificial Intelligence Market Yearly Growth 2018 - 2023
Figure 21: Artificial Intelligence Market by Top Ten Countries 2018 – 2023
Figure 22: Global AI Embedded Connected IoT Device Deployment 2018 – 2023
Figure 23: Yearly Growth of Global AI Embedded Connected IoT Device Deployment 2018 – 2023
Figure 24: Percentage Share of Global AI Embedded Connected IoT Device Deployment 2018 – 2023
Figure 25: Global AI Embedded Connected IoT Things and Objects Deployment 2018 – 2023
Figure 26: Yearly Growth of Global AI Embedded Connected IoT Things and Objects Deployment 2018 – 2023
Figure 27: Percentage Share of Global AI Embedded Connected IoT Things and Objects Deployment 2018 – 2023
Figure 28: Huawei IoT Mushroom PaaS Platform
Figure 2: AI Technology Matrix
Figure 3: AI Technology Readiness Matrix
Figure 4: AI Technology Goals and Outcomes
Figure 5: Deep Leaning and Emotion AI
Figure 6: AI Predictive Analytics Layer
Figure 7: 5G NR Requirement for AI Network
Figure 8: AI Driven Smart Machine Landscape
Figure 9: IIoT Machine Learning as a Service Landscape
Figure 10: AI Smart Workplace Automation Landscape
Figure 11: AI Device and Things Matrix
Figure 12: AI Software and Platform Matrix
Figure 13: AI Component and Chipsets Matrix
Figure 14: AI Application Matrix
Figure 15: AI Driven Enterprise Productivity Gain 2018 - 2023
Figure 16: AI Supervised Human Worker 2018 – 2023
Figure 17: AI Industry Application Matrix
Figure 18: AI Vendor Landscape
Figure 19: Global Artificial Intelligence Market 2018 - 2023
Figure 20: Global Artificial Intelligence Market Yearly Growth 2018 - 2023
Figure 21: Artificial Intelligence Market by Top Ten Countries 2018 – 2023
Figure 22: Global AI Embedded Connected IoT Device Deployment 2018 – 2023
Figure 23: Yearly Growth of Global AI Embedded Connected IoT Device Deployment 2018 – 2023
Figure 24: Percentage Share of Global AI Embedded Connected IoT Device Deployment 2018 – 2023
Figure 25: Global AI Embedded Connected IoT Things and Objects Deployment 2018 – 2023
Figure 26: Yearly Growth of Global AI Embedded Connected IoT Things and Objects Deployment 2018 – 2023
Figure 27: Percentage Share of Global AI Embedded Connected IoT Things and Objects Deployment 2018 – 2023
Figure 28: Huawei IoT Mushroom PaaS Platform
Tables
Table 1: AI External Investment 2018 – 2023
Table 2: AI Driven Economic Transaction Percentage 2018 - 2023
Table 3: AI Business Analytics Software Percentage 2018 – 2023
Table 4: AI Self Service Visual Discovery 2018 - 2023
Table 5: AI Building Security System Percentage 2018 - 2023
Table 6: AI Generated Business Content Percentage 2018 – 2023
Table 7: AI Patent Leaders
Table 8: Artificial Intelligence Landscape and Impact
Table 9: Global Artificial Intelligence Market by Segment 2018 – 2023
Table 10: Market Share: Global Artificial Intelligence Market by Segment 2018 – 2023
Table 11: Global Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 12: Market Share: Global Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 13: Global Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 14: Market Share: Global Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 15: Global Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 16: Market Share: Global Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 17: Global Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 18: Market Share: Global Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 19: Global Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 20: Market Share: Global Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 21: Global Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 22: Market Share: Global Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 23: Global Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 24: Market Share: Global Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 25: Global Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 26: Market Share: Global Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 27: Global Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 28: Market Share: Global Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 29: Global Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 30: Market Share: Global Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 31: Global Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 32: Market Share: Global Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 33: Global Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 34: Market Share: Global Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 35: Global Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 36: Market Share: Global Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 37: Global Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 38: Market Share: Global Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 39: Global Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 40: Market Share: Global Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 41: Global Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 42: Market Share: Global Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 43: Global Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 44: Market Share: Global Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 45: Global Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 46: Market Share: Global Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 47: Global Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 48: Market Share: Global Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 49: Global Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 50: Market Share: Global Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 51: Global Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 52: Market Share: Global Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 53: Global Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 54: Market Share: Global Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 55: Global Artificial Intelligence Market by Software Type 2018 – 2023
Table 56: Market Share: Global Artificial Intelligence Market by Software Type 2018 – 2023
Table 57: Global Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 58: Market Share: Global Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 59: Global Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 60: Market Share: Global Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 61: Global Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 62: Market Share: Global Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 63: Global Artificial Intelligence Market by Service Type 2018 – 2023
Table 64: Market Share: Global Artificial Intelligence Market by Service Type 2018 – 2023
Table 65: Global Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 66: Market Share: Global Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 67: Global Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 68: Market Share: Global Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 69: Global Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 70: Market Share: Global Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 71: Global Artificial Intelligence Market by AI System Type 2018 – 2023
Table 72: Market Share: Global Artificial Intelligence Market by AI System Type 2018 – 2023
Table 73: Global Artificial Intelligence Market by AI Category 2018 – 2023
Table 74: Market Share: Global Artificial Intelligence Market by AI Category 2018 – 2023
Table 75: Global Artificial Intelligence Market by End User Industry 2018 – 2023
Table 76: Market Share: Global Artificial Intelligence Market by End User Industry 2018 – 2023
Table 77: Global Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 78: Market Share: Global Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 79: Global Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 80: Market Share: Global Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 81: Global Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 82: Market Share: Global Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 83: Global Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 84: Market Share: Global Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 85: Global Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 86: Market Share: Global Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 87: Global Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 88: Market Share: Global Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 89: Global Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 90: Market Share: Global Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 91: Global Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 92: Market Share: Global Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 93: Global Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 94: Market Share: Global Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 95: Global Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 96: Market Share: Global Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 97: Global Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 98: Market Share: Global Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 99: Global Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 100: Market Share: Global Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 101: Global Artificial Intelligence Market by Law Application 2018 – 2023
Table 102: Market Share: Global Artificial Intelligence Market by Law Application 2018 – 2023
Table 103: Global Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 104: Market Share: Global Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 105: Global Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 106: Market Share: Global Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 107: Global Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 108: Market Share: Global Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 109: Global Artificial Intelligence Market by Education Application 2018 – 2023
Table 110: Market Share: Global Artificial Intelligence Market by Education Application 2018 – 2023
Table 111: Global AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 112: Market Share: Global AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 113: Artificial Intelligence Market by Region 2018 – 2023
Table 114: Market Share: Global Artificial Intelligence Market by Region 2018 – 2023
Table 115: North America Artificial Intelligence Market by Segment 2018 – 2023
Table 116: North America Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 117: North America Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 118: North America Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 119: North America Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 120: North America Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 121: North America Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 122: North America Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 123: North America Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 124: North America Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 125: North America Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 126: North America Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 127: North America Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 128: North America Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 129: North America Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 130: North America Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 131: North America Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 132: North America Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 133: North America Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 134: North America Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 135: North America Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 136: North America Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 137: North America Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 138: North America Artificial Intelligence Market by Software Type 2018 – 2023
Table 139: North America Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 140: North America Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 141: North America Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 142: North America Artificial Intelligence Market by Service Type 2018 – 2023
Table 143: North America Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 144: North America Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 145: North America Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 146: North America Artificial Intelligence Market by AI System Type 2018 – 2023
Table 147: North America Artificial Intelligence Market by AI Category 2018 – 2023
Table 148: North America Artificial Intelligence Market by End User Industry 2018 – 2023
Table 149: North America Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 150: North America Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 151: North America Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 152: North America Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 153: North America Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 154: North America Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 155: North America Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 156: North America Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 157: North America Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 158: North America Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 159: North America Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 160: North America Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 161: North America Artificial Intelligence Market by Law Application 2018 – 2023
Table 162: North America Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 163: North America Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 164: North America Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 165: North America Artificial Intelligence Market by Education Application 2018 – 2023
Table 166: North America AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 167: North America Artificial Intelligence Market by Country 2018 – 2023
Table 168: Market Share: North America Artificial Intelligence Market by Country 2018 – 2023
Table 169: Europe Artificial Intelligence Market by Segment 2018 – 2023
Table 170: Europe Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 171: Europe Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 172: Europe Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 173: Europe Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 174: Europe Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 175: Europe Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 176: Europe Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 177: Europe Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 178: Europe Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 179: Europe Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 180: Europe Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 181: Europe Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 182: Europe Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 183: Europe Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 184: Europe Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 185: Europe Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 186: Europe Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 187: Europe Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 188: Europe Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 189: Europe Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 190: Europe Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 191: Europe Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 192: Europe Artificial Intelligence Market by Software Type 2018 – 2023
Table 193: Europe Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 194: Europe Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 195: Europe Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 196: Europe Artificial Intelligence Market by Service Type 2018 – 2023
Table 197: Europe Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 198: Europe Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 199: Europe Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 200: Europe Artificial Intelligence Market by AI System Type 2018 – 2023
Table 201: Europe Artificial Intelligence Market by AI Category 2018 – 2023
Table 202: Europe Artificial Intelligence Market by End User Industry 2018 – 2023
Table 203: Europe Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 204: Europe Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 205: Europe Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 206: Europe Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 207: Europe Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 208: Europe Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 209: Europe Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 210: Europe Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 211: Europe Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 212: Europe Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 213: Europe Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 214: Europe Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 215: Europe Artificial Intelligence Market by Law Application 2018 – 2023
Table 216: Europe Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 217: Europe Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 218: Europe Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 219: Europe Artificial Intelligence Market by Education Application 2018 – 2023
Table 220: Europe AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 221: Europe Artificial Intelligence Market by Country 2018 – 2023
Table 222: Market Share: Europe Artificial Intelligence Market by Country 2018 – 2023
Table 223: APAC Artificial Intelligence Market by Segment 2018 – 2023
Table 224: APAC Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 225: APAC Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 226: APAC Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 227: APAC Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 228: APAC Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 229: APAC Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 230: APAC Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 231: APAC Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 232: APAC Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 233: APAC Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 234: APAC Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 235: APAC Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 236: APAC Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 237: APAC Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 238: APAC Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 239: APAC Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 240: APAC Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 241: APAC Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 242: APAC Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 243: APAC Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 244: APAC Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 245: APAC Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 246: APAC Artificial Intelligence Market by Software Type 2018 – 2023
Table 247: APAC Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 248: APAC Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 249: APAC Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 250: APAC Artificial Intelligence Market by Service Type 2018 – 2023
Table 251: APAC Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 252: APAC Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 253: APAC Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 254: APAC Artificial Intelligence Market by AI System Type 2018 – 2023
Table 255: APAC Artificial Intelligence Market by AI Category 2018 – 2023
Table 256: APAC Artificial Intelligence Market by End User Industry 2018 – 2023
Table 257: APAC Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 258: APAC Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 259: APAC Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 260: APAC Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 261: APAC Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 262: APAC Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 263: APAC Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 264: APAC Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 265: APAC Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 266: APAC Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 267: APAC Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 268: APAC Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 269: APAC Artificial Intelligence Market by Law Application 2018 – 2023
Table 270: APAC Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 271: APAC Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 272: APAC Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 273: APAC Artificial Intelligence Market by Education Application 2018 – 2023
Table 274: APAC AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 275: APAC Artificial Intelligence Market by Country 2018 – 2023
Table 276: Market Share: APAC Artificial Intelligence Market by Country 2018 – 2023
Table 277: MEA Artificial Intelligence Market by Segment 2018 – 2023
Table 278: MEA Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 279: MEA Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 280: MEA Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 281: MEA Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 282: MEA Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 283: MEA Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 284: MEA Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 285: MEA Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 286: MEA Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 287: MEA Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 288: MEA Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 289: MEA Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 290: MEA Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 291: MEA Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 292: MEA Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 293: MEA Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 294: MEA Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 295: MEA Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 296: MEA Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 297: MEA Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 298: MEA Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 299: MEA Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 300: MEA Artificial Intelligence Market by Software Type 2018 – 2023
Table 301: MEA Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 302: MEA Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 303: MEA Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 304: MEA Artificial Intelligence Market by Service Type 2018 – 2023
Table 305: MEA Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 306: MEA Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 307: MEA Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 308: MEA Artificial Intelligence Market by AI System Type 2018 – 2023
Table 309: MEA Artificial Intelligence Market by AI Category 2018 – 2023
Table 310: MEA Artificial Intelligence Market by End User Industry 2018 – 2023
Table 311: MEA Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 312: MEA Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 313: MEA Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 314: MEA Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 315: MEA Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 316: MEA Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 317: MEA Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 318: MEA Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 319: MEA Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 320: MEA Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 321: MEA Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 322: MEA Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 323: MEA Artificial Intelligence Market by Law Application 2018 – 2023
Table 324: MEA Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 325: MEA Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 326: MEA Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 327: MEA Artificial Intelligence Market by Education Application 2018 – 2023
Table 328: MEA Artificial Intelligence Market by Country 2018 – 2023
Table 329: MEA AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 330: Market Share: MEA Artificial Intelligence Market by Country 2018 – 2023
Table 331: Latin America Artificial Intelligence Market by Segment 2018 – 2023
Table 332: Latin America Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 333: Latin America Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 334: Latin America Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 335: Latin America Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 336: Latin America Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 337: Latin America Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 338: Latin America Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 339: Latin America Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 340: Latin America Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 341: Latin America Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 342: Latin America Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 343: Latin America Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 344: Latin America Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 345: Latin America Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 346: Latin America Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 347: Latin America Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 348: Latin America Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 349: Latin America Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 350: Latin America Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 351: Latin America Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 352: Latin America Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 353: Latin America Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 354: Latin America Artificial Intelligence Market by Software Type 2018 – 2023
Table 355: Latin America Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 356: Latin America Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 357: Latin America Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 358: Latin America Artificial Intelligence Market by Service Type 2018 – 2023
Table 359: Latin America Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 360: Latin America Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 361: Latin America Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 362: Latin America Artificial Intelligence Market by AI System Type 2018 – 2023
Table 363: Latin America Artificial Intelligence Market by AI Category 2018 – 2023
Table 364: Latin America Artificial Intelligence Market by End User Industry 2018 – 2023
Table 365: Latin America Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 366: Latin America Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 367: Latin America Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 368: Latin America Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 369: Latin America Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 370: Latin America Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 371: Latin America Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 372: Latin America Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 373: Latin America Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 374: Latin America Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 375: Latin America Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 376: Latin America Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 377: Latin America Artificial Intelligence Market by Law Application 2018 – 2023
Table 378: Latin America Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 379: Latin America Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 380: Latin America Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 381: Latin America Artificial Intelligence Market by Education Application 2018 – 2023
Table 382: Latin America AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 383: Latin America Artificial Intelligence Market by Country 2018 – 2023
Table 384: Market Share: Latin Artificial Intelligence Market by Country 2018 – 2023
Table 385: Artificial Intelligence Market by Top Ten Countries 2018 – 2023
Table 386: Global AI Embedded Connected IoT Device Deployment by IoT Sector 2018 - 2023
Table 387: Global AI Embedded Consumer IoT Device Deployment by Device Type 2018 - 2023
Table 388: Global AI Embedded Consumer IoT Device Deployment by Wearable Device Type 2018 - 2023
Table 389: Global AI Embedded Consumer IoT Device Deployment by Smart Appliances Type 2018 - 2023
Table 390: Global AI Embedded Consumer IoT Device Deployment by Entertainment Device Type 2018 - 2023
Table 391: Global AI Embedded Consumer IoT Device Deployment by Connected Vehicle Device Type 2018 - 2023
Table 392: Global AI Embedded Consumer IoT Device Deployment by Energy Device Type 2018 - 2023
Table 393: Global AI Embedded Enterprise IoT Device Deployment by Device Type 2018 - 2023
Table 394: Global AI Embedded Enterprise IoT Device Deployment by Medical and Healthcare Device Type 2018 - 2023
Table 395: Global AI Embedded Enterprise IoT Device Deployment by Home Healthcare Device 2018 - 2023
Table 396: Global AI Embedded Enterprise IoT Device Deployment by Security Device Type 2018 - 2023
Table 397: Global AI Embedded Enterprise IoT Device Deployment by Network Device Type 2018 - 2023
Table 398: Global AI Embedded Industrial IoT Device Deployment by Device Type 2018 - 2023
Table 399: Global AI Embedded Industrial IoT Device Deployment by Industrial Machine Type 2018 - 2023
Table 400: Global AI Embedded Industrial IoT Device Deployment by Smart Grid Device Type 2018 - 2023
Table 401: Global AI Embedded Industrial IoT Device Deployment by Agriculture Specific Device Type 2018 - 2023
Table 402: Global AI Embedded Industrial IoT Device Deployment by Device Type 2018 - 2023
Table 403: Global AI Embedded Connected IoT Device Deployment by AI Technology Type 2018 - 2023
Table 404: Global AI Embedded Connected IoT Device Deployment by AI System Type 2018 - 2023
Table 405: Global AI Embedded Connected IoT Device Deployment by End User Industry 2018 - 2023
Table 406: AI Embedded Connected IoT Device Deployment by Region 2018 - 2023
Table 407: North America AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 408: Europe AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 409: APAC AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 410: MEA AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 411: Latin America AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 412: Global AI Embedded Connected IoT Things and Objects Deployment by IoT Sector 2018 - 2023
Table 413: Global AI Embedded Connected IoT Things and Objects by Application Type 2018 - 2023
Table 414: Global AI Embedded Connected IoT Things and Objects Deployment by AI Technology Type 2018 - 2023
Table 415: Global AI Embedded Connected IoT Things and Objects Deployment by AI System Type 2018 - 2023
Table 416: Global AI Embedded Connected IoT Things and Objects Deployment by End User Industry 2018 - 2023
Table 417: AI Embedded Connected IoT Things and Objects Deployment by Region 2018 - 2023
Table 418: North America AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 419: Europe AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 420: APAC AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 421: MEA AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 422: Latin America AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 423: Intel NAMD System
Table 424: Juniper Networks Product Snapshot
Table 2: AI Driven Economic Transaction Percentage 2018 - 2023
Table 3: AI Business Analytics Software Percentage 2018 – 2023
Table 4: AI Self Service Visual Discovery 2018 - 2023
Table 5: AI Building Security System Percentage 2018 - 2023
Table 6: AI Generated Business Content Percentage 2018 – 2023
Table 7: AI Patent Leaders
Table 8: Artificial Intelligence Landscape and Impact
Table 9: Global Artificial Intelligence Market by Segment 2018 – 2023
Table 10: Market Share: Global Artificial Intelligence Market by Segment 2018 – 2023
Table 11: Global Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 12: Market Share: Global Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 13: Global Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 14: Market Share: Global Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 15: Global Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 16: Market Share: Global Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 17: Global Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 18: Market Share: Global Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 19: Global Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 20: Market Share: Global Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 21: Global Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 22: Market Share: Global Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 23: Global Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 24: Market Share: Global Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 25: Global Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 26: Market Share: Global Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 27: Global Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 28: Market Share: Global Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 29: Global Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 30: Market Share: Global Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 31: Global Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 32: Market Share: Global Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 33: Global Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 34: Market Share: Global Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 35: Global Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 36: Market Share: Global Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 37: Global Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 38: Market Share: Global Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 39: Global Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 40: Market Share: Global Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 41: Global Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 42: Market Share: Global Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 43: Global Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 44: Market Share: Global Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 45: Global Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 46: Market Share: Global Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 47: Global Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 48: Market Share: Global Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 49: Global Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 50: Market Share: Global Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 51: Global Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 52: Market Share: Global Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 53: Global Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 54: Market Share: Global Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 55: Global Artificial Intelligence Market by Software Type 2018 – 2023
Table 56: Market Share: Global Artificial Intelligence Market by Software Type 2018 – 2023
Table 57: Global Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 58: Market Share: Global Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 59: Global Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 60: Market Share: Global Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 61: Global Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 62: Market Share: Global Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 63: Global Artificial Intelligence Market by Service Type 2018 – 2023
Table 64: Market Share: Global Artificial Intelligence Market by Service Type 2018 – 2023
Table 65: Global Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 66: Market Share: Global Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 67: Global Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 68: Market Share: Global Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 69: Global Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 70: Market Share: Global Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 71: Global Artificial Intelligence Market by AI System Type 2018 – 2023
Table 72: Market Share: Global Artificial Intelligence Market by AI System Type 2018 – 2023
Table 73: Global Artificial Intelligence Market by AI Category 2018 – 2023
Table 74: Market Share: Global Artificial Intelligence Market by AI Category 2018 – 2023
Table 75: Global Artificial Intelligence Market by End User Industry 2018 – 2023
Table 76: Market Share: Global Artificial Intelligence Market by End User Industry 2018 – 2023
Table 77: Global Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 78: Market Share: Global Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 79: Global Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 80: Market Share: Global Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 81: Global Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 82: Market Share: Global Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 83: Global Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 84: Market Share: Global Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 85: Global Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 86: Market Share: Global Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 87: Global Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 88: Market Share: Global Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 89: Global Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 90: Market Share: Global Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 91: Global Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 92: Market Share: Global Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 93: Global Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 94: Market Share: Global Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 95: Global Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 96: Market Share: Global Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 97: Global Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 98: Market Share: Global Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 99: Global Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 100: Market Share: Global Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 101: Global Artificial Intelligence Market by Law Application 2018 – 2023
Table 102: Market Share: Global Artificial Intelligence Market by Law Application 2018 – 2023
Table 103: Global Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 104: Market Share: Global Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 105: Global Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 106: Market Share: Global Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 107: Global Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 108: Market Share: Global Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 109: Global Artificial Intelligence Market by Education Application 2018 – 2023
Table 110: Market Share: Global Artificial Intelligence Market by Education Application 2018 – 2023
Table 111: Global AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 112: Market Share: Global AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 113: Artificial Intelligence Market by Region 2018 – 2023
Table 114: Market Share: Global Artificial Intelligence Market by Region 2018 – 2023
Table 115: North America Artificial Intelligence Market by Segment 2018 – 2023
Table 116: North America Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 117: North America Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 118: North America Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 119: North America Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 120: North America Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 121: North America Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 122: North America Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 123: North America Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 124: North America Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 125: North America Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 126: North America Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 127: North America Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 128: North America Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 129: North America Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 130: North America Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 131: North America Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 132: North America Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 133: North America Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 134: North America Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 135: North America Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 136: North America Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 137: North America Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 138: North America Artificial Intelligence Market by Software Type 2018 – 2023
Table 139: North America Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 140: North America Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 141: North America Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 142: North America Artificial Intelligence Market by Service Type 2018 – 2023
Table 143: North America Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 144: North America Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 145: North America Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 146: North America Artificial Intelligence Market by AI System Type 2018 – 2023
Table 147: North America Artificial Intelligence Market by AI Category 2018 – 2023
Table 148: North America Artificial Intelligence Market by End User Industry 2018 – 2023
Table 149: North America Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 150: North America Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 151: North America Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 152: North America Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 153: North America Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 154: North America Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 155: North America Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 156: North America Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 157: North America Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 158: North America Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 159: North America Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 160: North America Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 161: North America Artificial Intelligence Market by Law Application 2018 – 2023
Table 162: North America Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 163: North America Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 164: North America Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 165: North America Artificial Intelligence Market by Education Application 2018 – 2023
Table 166: North America AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 167: North America Artificial Intelligence Market by Country 2018 – 2023
Table 168: Market Share: North America Artificial Intelligence Market by Country 2018 – 2023
Table 169: Europe Artificial Intelligence Market by Segment 2018 – 2023
Table 170: Europe Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 171: Europe Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 172: Europe Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 173: Europe Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 174: Europe Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 175: Europe Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 176: Europe Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 177: Europe Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 178: Europe Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 179: Europe Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 180: Europe Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 181: Europe Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 182: Europe Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 183: Europe Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 184: Europe Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 185: Europe Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 186: Europe Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 187: Europe Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 188: Europe Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 189: Europe Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 190: Europe Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 191: Europe Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 192: Europe Artificial Intelligence Market by Software Type 2018 – 2023
Table 193: Europe Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 194: Europe Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 195: Europe Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 196: Europe Artificial Intelligence Market by Service Type 2018 – 2023
Table 197: Europe Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 198: Europe Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 199: Europe Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 200: Europe Artificial Intelligence Market by AI System Type 2018 – 2023
Table 201: Europe Artificial Intelligence Market by AI Category 2018 – 2023
Table 202: Europe Artificial Intelligence Market by End User Industry 2018 – 2023
Table 203: Europe Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 204: Europe Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 205: Europe Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 206: Europe Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 207: Europe Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 208: Europe Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 209: Europe Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 210: Europe Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 211: Europe Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 212: Europe Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 213: Europe Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 214: Europe Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 215: Europe Artificial Intelligence Market by Law Application 2018 – 2023
Table 216: Europe Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 217: Europe Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 218: Europe Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 219: Europe Artificial Intelligence Market by Education Application 2018 – 2023
Table 220: Europe AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 221: Europe Artificial Intelligence Market by Country 2018 – 2023
Table 222: Market Share: Europe Artificial Intelligence Market by Country 2018 – 2023
Table 223: APAC Artificial Intelligence Market by Segment 2018 – 2023
Table 224: APAC Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 225: APAC Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 226: APAC Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 227: APAC Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 228: APAC Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 229: APAC Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 230: APAC Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 231: APAC Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 232: APAC Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 233: APAC Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 234: APAC Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 235: APAC Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 236: APAC Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 237: APAC Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 238: APAC Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 239: APAC Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 240: APAC Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 241: APAC Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 242: APAC Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 243: APAC Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 244: APAC Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 245: APAC Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 246: APAC Artificial Intelligence Market by Software Type 2018 – 2023
Table 247: APAC Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 248: APAC Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 249: APAC Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 250: APAC Artificial Intelligence Market by Service Type 2018 – 2023
Table 251: APAC Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 252: APAC Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 253: APAC Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 254: APAC Artificial Intelligence Market by AI System Type 2018 – 2023
Table 255: APAC Artificial Intelligence Market by AI Category 2018 – 2023
Table 256: APAC Artificial Intelligence Market by End User Industry 2018 – 2023
Table 257: APAC Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 258: APAC Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 259: APAC Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 260: APAC Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 261: APAC Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 262: APAC Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 263: APAC Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 264: APAC Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 265: APAC Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 266: APAC Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 267: APAC Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 268: APAC Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 269: APAC Artificial Intelligence Market by Law Application 2018 – 2023
Table 270: APAC Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 271: APAC Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 272: APAC Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 273: APAC Artificial Intelligence Market by Education Application 2018 – 2023
Table 274: APAC AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 275: APAC Artificial Intelligence Market by Country 2018 – 2023
Table 276: Market Share: APAC Artificial Intelligence Market by Country 2018 – 2023
Table 277: MEA Artificial Intelligence Market by Segment 2018 – 2023
Table 278: MEA Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 279: MEA Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 280: MEA Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 281: MEA Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 282: MEA Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 283: MEA Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 284: MEA Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 285: MEA Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 286: MEA Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 287: MEA Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 288: MEA Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 289: MEA Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 290: MEA Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 291: MEA Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 292: MEA Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 293: MEA Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 294: MEA Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 295: MEA Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 296: MEA Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 297: MEA Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 298: MEA Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 299: MEA Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 300: MEA Artificial Intelligence Market by Software Type 2018 – 2023
Table 301: MEA Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 302: MEA Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 303: MEA Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 304: MEA Artificial Intelligence Market by Service Type 2018 – 2023
Table 305: MEA Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 306: MEA Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 307: MEA Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 308: MEA Artificial Intelligence Market by AI System Type 2018 – 2023
Table 309: MEA Artificial Intelligence Market by AI Category 2018 – 2023
Table 310: MEA Artificial Intelligence Market by End User Industry 2018 – 2023
Table 311: MEA Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 312: MEA Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 313: MEA Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 314: MEA Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 315: MEA Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 316: MEA Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 317: MEA Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 318: MEA Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 319: MEA Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 320: MEA Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 321: MEA Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 322: MEA Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 323: MEA Artificial Intelligence Market by Law Application 2018 – 2023
Table 324: MEA Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 325: MEA Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 326: MEA Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 327: MEA Artificial Intelligence Market by Education Application 2018 – 2023
Table 328: MEA Artificial Intelligence Market by Country 2018 – 2023
Table 329: MEA AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 330: Market Share: MEA Artificial Intelligence Market by Country 2018 – 2023
Table 331: Latin America Artificial Intelligence Market by Segment 2018 – 2023
Table 332: Latin America Artificial Intelligence Market by Hardware Type 2018 – 2023
Table 333: Latin America Artificial Intelligence Market by Embedded Device Type 2018 – 2023
Table 334: Latin America Artificial Intelligence Market by Embedded Non-IoT Device Type 2018 – 2023
Table 335: Latin America Artificial Intelligence Market by Embedded IoT Device Type 2018 – 2023
Table 336: Latin America Artificial Intelligence Market by Embedded Wearable Device Type 2018 – 2023
Table 337: Latin America Artificial Intelligence Market by Embedded Medical and Healthcare Device Type 2018 – 2023
Table 338: Latin America Artificial Intelligence Market by Embedded Appliances Type 2018 – 2023
Table 339: Latin America Artificial Intelligence Market by Embedded Industrial Machine Type 2018 – 2023
Table 340: Latin America Artificial Intelligence Market by Embedded Entertainment Device Type 2018 – 2023
Table 341: Latin America Artificial Intelligence Market by Embedded Security Device Type 2018 – 2023
Table 342: Latin America Artificial Intelligence Market by Embedded Network Device Type 2018 – 2023
Table 343: Latin America Artificial Intelligence Market by Embedded Connected Vehicle Device Type 2018 – 2023
Table 344: Latin America Artificial Intelligence Market by Embedded Smart Grid Device Type 2018 – 2023
Table 345: Latin America Artificial Intelligence Market by Embedded Military Device Type 2018 – 2023
Table 346: Latin America Artificial Intelligence Market by Embedded Energy Management Device Type 2018 – 2023
Table 347: Latin America Artificial Intelligence Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 348: Latin America Artificial Intelligence Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 349: Latin America Artificial Intelligence Market by Embedded IoT Things and Objects Type 2018 – 2023
Table 350: Latin America Artificial Intelligence Market by Embedded Components Type 2018 – 2023
Table 351: Latin America Artificial Intelligence Market by Embedded Processors Type 2018 – 2023
Table 352: Latin America Artificial Intelligence Embedded Chipsets Market by Technology 2018 – 2023
Table 353: Latin America Artificial Intelligence Embedded Chipsets Market by Machine Learning Technology 2018 – 2023
Table 354: Latin America Artificial Intelligence Market by Software Type 2018 – 2023
Table 355: Latin America Artificial Intelligence Application Embedded Software Market by Application Type 2018 – 2023
Table 356: Latin America Artificial Intelligence Application Embedded Software Market by Deployment Type 2018 – 2023
Table 357: Latin America Artificial Intelligence Market by AI Platform Type 2018 – 2023
Table 358: Latin America Artificial Intelligence Market by Service Type 2018 – 2023
Table 359: Latin America Artificial Intelligence Market by Professional Service Type 2018 – 2023
Table 360: Latin America Artificial Intelligence Market by AI Technology Type 2018 – 2023
Table 361: Latin America Artificial Intelligence Market by Machine Learning Technology Type 2018 – 2023
Table 362: Latin America Artificial Intelligence Market by AI System Type 2018 – 2023
Table 363: Latin America Artificial Intelligence Market by AI Category 2018 – 2023
Table 364: Latin America Artificial Intelligence Market by End User Industry 2018 – 2023
Table 365: Latin America Artificial Intelligence Market by Medical and Healthcare Application 2018 – 2023
Table 366: Latin America Artificial Intelligence Market by Manufacturing Application 2018 – 2023
Table 367: Latin America Artificial Intelligence Market by Consumer Electronics Application 2018 – 2023
Table 368: Latin America Artificial Intelligence Market by Automotive and Transportation Application 2018 – 2023
Table 369: Latin America Artificial Intelligence Market by Retail and Apparel Application 2018 – 2023
Table 370: Latin America Artificial Intelligence Market by Marketing Application 2018 – 2023
Table 371: Latin America Artificial Intelligence Market by FinTech Application 2018 – 2023
Table 372: Latin America Artificial Intelligence Market by Building and Construction Application 2018 – 2023
Table 373: Latin America Artificial Intelligence Market by Agriculture Application 2018 – 2023
Table 374: Latin America Artificial Intelligence Market by Security and Surveillance Application 2018 – 2023
Table 375: Latin America Artificial Intelligence Market by Government and Military Application 2018 – 2023
Table 376: Latin America Artificial Intelligence Market by Human Resource Application 2018 – 2023
Table 377: Latin America Artificial Intelligence Market by Law Application 2018 – 2023
Table 378: Latin America Artificial Intelligence Market by Telecommunication and IT Application 2018 – 2023
Table 379: Latin America Artificial Intelligence Market by Oil, Gas and Mining Application 2018 – 2023
Table 380: Latin America Artificial Intelligence Market by Logistics Application 2018 – 2023
Table 381: Latin America Artificial Intelligence Market by Education Application 2018 – 2023
Table 382: Latin America AI Market by Consumer, Enterprise, Industrial, and Government Sector 2018 – 2023
Table 383: Latin America Artificial Intelligence Market by Country 2018 – 2023
Table 384: Market Share: Latin Artificial Intelligence Market by Country 2018 – 2023
Table 385: Artificial Intelligence Market by Top Ten Countries 2018 – 2023
Table 386: Global AI Embedded Connected IoT Device Deployment by IoT Sector 2018 - 2023
Table 387: Global AI Embedded Consumer IoT Device Deployment by Device Type 2018 - 2023
Table 388: Global AI Embedded Consumer IoT Device Deployment by Wearable Device Type 2018 - 2023
Table 389: Global AI Embedded Consumer IoT Device Deployment by Smart Appliances Type 2018 - 2023
Table 390: Global AI Embedded Consumer IoT Device Deployment by Entertainment Device Type 2018 - 2023
Table 391: Global AI Embedded Consumer IoT Device Deployment by Connected Vehicle Device Type 2018 - 2023
Table 392: Global AI Embedded Consumer IoT Device Deployment by Energy Device Type 2018 - 2023
Table 393: Global AI Embedded Enterprise IoT Device Deployment by Device Type 2018 - 2023
Table 394: Global AI Embedded Enterprise IoT Device Deployment by Medical and Healthcare Device Type 2018 - 2023
Table 395: Global AI Embedded Enterprise IoT Device Deployment by Home Healthcare Device 2018 - 2023
Table 396: Global AI Embedded Enterprise IoT Device Deployment by Security Device Type 2018 - 2023
Table 397: Global AI Embedded Enterprise IoT Device Deployment by Network Device Type 2018 - 2023
Table 398: Global AI Embedded Industrial IoT Device Deployment by Device Type 2018 - 2023
Table 399: Global AI Embedded Industrial IoT Device Deployment by Industrial Machine Type 2018 - 2023
Table 400: Global AI Embedded Industrial IoT Device Deployment by Smart Grid Device Type 2018 - 2023
Table 401: Global AI Embedded Industrial IoT Device Deployment by Agriculture Specific Device Type 2018 - 2023
Table 402: Global AI Embedded Industrial IoT Device Deployment by Device Type 2018 - 2023
Table 403: Global AI Embedded Connected IoT Device Deployment by AI Technology Type 2018 - 2023
Table 404: Global AI Embedded Connected IoT Device Deployment by AI System Type 2018 - 2023
Table 405: Global AI Embedded Connected IoT Device Deployment by End User Industry 2018 - 2023
Table 406: AI Embedded Connected IoT Device Deployment by Region 2018 - 2023
Table 407: North America AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 408: Europe AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 409: APAC AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 410: MEA AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 411: Latin America AI Embedded Connected IoT Device Deployment by Country 2018 - 2023
Table 412: Global AI Embedded Connected IoT Things and Objects Deployment by IoT Sector 2018 - 2023
Table 413: Global AI Embedded Connected IoT Things and Objects by Application Type 2018 - 2023
Table 414: Global AI Embedded Connected IoT Things and Objects Deployment by AI Technology Type 2018 - 2023
Table 415: Global AI Embedded Connected IoT Things and Objects Deployment by AI System Type 2018 - 2023
Table 416: Global AI Embedded Connected IoT Things and Objects Deployment by End User Industry 2018 - 2023
Table 417: AI Embedded Connected IoT Things and Objects Deployment by Region 2018 - 2023
Table 418: North America AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 419: Europe AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 420: APAC AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 421: MEA AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 422: Latin America AI Embedded Connected IoT Things and Objects Deployment by Country 2018 - 2023
Table 423: Intel NAMD System
Table 424: Juniper Networks Product Snapshot
Companies Mentioned
- 1010Data (Advance Communication Corp.)
- 24/7.ai Inc.
- AB Electrolux
- ABB Ltd.
- Accenture
- Actian Corporation
- Advanced Micro Devices (AMD) Inc.
- AIBrian Inc.
- AlchemyAPI
- Alteryx
- Amazon
- Amazon Inc.
- Anova Data
- AOL Inc.
- Apache Software Foundation
- Apple Inc.
- APTEAN (Formerly CDC Software)
- ARM Limited
- AT&T
- Atmel Corporation
- Baidu Inc.
- BigML
- Booz Allen Hamilton
- Bosch Software Innovations: Bosch IoT Suite
- Brighterion Inc.
- Buddy
- Capgemini
- Cisco Systems
- Cloudera
- CloudMinds
- Computer Science Corporation (CSC)
- CRAY Inc.
- Cumulocity GmBH
- DataDirect Network
- Dell EMC
- Deloitte
- Diffbot
- Digital Reasoning Systems Inc.
- Facebook Inc.
- Fujitsu
- Fujitsu Ltd.
- Gemalto N.V.
- General Electric (GE)
- General Vision Inc.
- GoodData Corporation
- Google Inc.
- Graphcore
- Guavus
- H2O.ai
- Haier Group Corporation
- Hewlett Packard Enterprise (HPE)
- Hitachi Data Systems
- Hortonworks
- HP Enterprise
- Huawei Technologies Co. Ltd.
- IBM Corporation
- Inbenta Technologies Inc.
- Informatica
- Intel Corporation
- InteliWISE
- IPsoft Inc.
- iRobot Corp.
- Jasper (Cisco Jasper)
- Juniper Networks, Inc.
- Koninklijke Philips N.V
- KUKA AG
- Leap Motion Inc.
- LG Electronics
- Lockheed Martin
- Longview
- MAANA
- Marklogic
- Micron Technology
- Microsoft Corporation
- MicroStrategy Incorporated
- Miele
- MongoDB (Formerly 10Gen)
- Motion Controls Robotics Inc.
- motion.ai
- MU Sigma
- Netapp
- Next IT Corporation
- Nokia Corporation
- NTT Data
- Nuance Communications Inc.
- NVIDIA Corporation
- Omron Adept Technology
- Open Text (Actuate Corporation)
- Opera Solutions
- Oracle Corporation
- Panasonic Corporation
- Pentaho (Hitachi)
- PointGrab Ltd.
- Qlik Tech
- Qualcomm Incorporated
- Quantum
- Rackspace
- Rethink Robotics
- Revolution Analytics
- Rockwell Automation Inc.
- Salesforce
- Samsung Electronics Co Ltd.
- SAP
- SAS Institute Inc.
- Sentient Technologies Holdings Limited
- Siemens AG
- Sisense
- SK Telecom
- SoftBank Robotics Holding Corp.
- Software AG/Terracotta
- Spacex
- SparkCognition Inc.
- Splunk
- Sqrrl
- Supermicro
- Tableau Software
- Tata Consultancy Services
- Tellmeplus
- Tend.ai
- Teradata
- Tesla Inc.
- Texas Instruments Inc.
- Think Big Analytics
- TIBCO
- Verint Systems
- Veros Systems Inc.
- VMware (Part of EMC)
- Whirlpool Corporation
- Wind River Systems Inc.
- Wipro
- Wit.ai
- Workday (Platfora)
- Xiaomi Technology Co. Ltd.
- XILINX Inc.
Methodology
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