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【調査レポートセット】ビッグデータ、高度解析、人工知能(AI):インフラストラクチャーとサービスの市場 2018-2023年

Big Data, Advanced Analytics, and Artificial Intelligence: Market for Infrastructure and Services 2018 – 2023

 

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Mind Commerce
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2018年8月US$2,995
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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.  This research 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


目次

Big Data Market 2018 – 2023

1              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

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

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

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

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

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

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

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

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)

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

 

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

 

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

 

 

Artificial Intelligence Market 2018 – 2023

1              Introduction

1.1          Executive Summary

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

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

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

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

5.1.3.2   AI Market by Embedded IoT Things and Objects

5.1.3.1   AI 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

5.2          Regional 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

6.1.2.2   AI 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

6.1.2.3   AI 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

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

 

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

 

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

 

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