메타버스 인프라 특별 보고서 세트

출판:Mind Commerce (마인드 코머스) 출판년월:2022년03월

Metaverse Infrastructure: AI, IoT, Digital Twins, Teleoperation and Data Management with support from 5G and Beyond

메타버스 인프라: 5G 이상의 기술 지원 AI, IoT, 디지털 트윈, 텔레오퍼레이션, 데이터 관리

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Mind Commerce「메타버스 인프라: 5G 이상의 기술을 활용한 AI, IoT, 디지털 트윈, 텔레오퍼레이션, 데이터 관리 – Metaverse Infrastructure: AI, IoT, Digital Twins, Teleoperation and Data Management with support from 5G and Beyond」는 아래 보고서를 정리한 특별 보고서 세트입니다。

  1. 5G 이후의 기술, 인프라, 기기 2022-2030년
    5G and Beyond 5G Technology, Infrastructure, and Devices 2022 – 2030
  2. 인공지능 시장: 기술 유형, 배포 방법, 솔루션 유형, 통합(기술, 네트워크, 장비)별 및 산업별 조사
    AI Market by Technology Type, Deployment Method, Solution Type, Integration (Technologies, Networks, and Devices) and Industry Verticals
  3. 사물 인공지능(AIoT): AIoT 용도 및 서비스별 및 산업별 솔루션
    Artificial Intelligence of Things Solutions by AIoT Market Applications and Services and Industry Verticals
  4. IoT 기술 시장: 주요 산업용 하드웨어, 소프트웨어, 플랫폼, 솔루션
    IoT Technology Market by Hardware, Software, Platforms, and Solutions in Industry Verticals
  5. IoT 데이터 관리 및 분석 시장: 주요 산업 기술, 인프라, 배포 모델(클라우드, 프리미스), 솔루션, 애플리케이션, 서비스
    IoT Data Management and Analytics Market by Technology, Infrastructure, Deployment Model (Cloud vs. Premise), Solutions, Applications and Services in Industry Verticals
  6. 디지털 트윈 시장: 주요 산업 기술, 트위닝 타입, 사이버 피지컬(Cyber-to-Physical) 솔루션, 유스 케이스, 유스 케이스, 용도
    Digital Twins Market by Technology, Twinning Type, Cyber-to-Physical Solutions, Use Cases and Applications in Industry Verticals
  7. 텔레오퍼레이션 및 텔레로보틱스 시장: 기업 및 산업 자동화를 위한 기술, 솔루션, 용도
    Teleoperation and Telerobotics Market by Technologies, Solutions, and Applications for Enterprise and Industrial Automation

Overview

This research evaluates the technology and infrastructure supporting the evolving Metaverse, which Mind Commerce sees supporting a variety of applications and services including digital currency and assets, non-fungible tokens, gaming and simulations, next-generation social interactions and a completely on-net digital marketplace.
It analyzes key areas necessary to realize this vision including AI, IoT, the convergence of AI and IoT (AIoT), digital twins, teleoperation, and next generation data management. To realize the full capabilities of the Metaverse, there is a need for the aforementioned technologies as well as 5G and beyond. 5G and 6G technologies, along with edge computing, provide substantial bandwidth and low latency where needed as well as significantly lower latency for next virtual reality.

Select Research Findings:

  • The global market for IoT data collection solutions will reach $7.6B by 2027
  • The global market for IoT data-as-service solutions will reach $9.6.2B by 2027
  • Up to 93% of all IoT Platforms will contain some form of digital twinning capability by 2027
  • The global teleoperation and telerobotics market are poised to reach $83.7 billion by 2027
  • Up to 93% of all IoT Platforms will contain some form of digital twinning capability by 2027
  • Teleoperations/telerobotics, and industrial automation will be leading 6G-enabled solutions

Important to the recent renaming of Facebook, Inc. to Meta Platforms, Inc. (or “Meta” for short), “Metaverse” refers to 3D worlds focused on social connection. Metaverse is partially derived from the adjective meta, which is something that refers to itself or the conventions of its genre. Something that is self-referential.

Virtual Reality and Mixed Reality in the Metaverse

Immersive technologies include augmented reality, haptic Internet, and virtual reality. The term `immersive` is used as this category embodies those technologies that facilitate a fully engrossing human experience, often including multiple senses as well as interaction with virtual objects and/or interaction between the real and virtual worlds.
Virtual Reality (VR) aims to create a new form of human-machine interaction allowing people to experience their sense of reality in a 3D computer-generated virtual environment. With VR, people are able to perform a series of actions and manipulation of objects as an integral part of a virtual environment. VR allows someone to fully immerse within a virtual environment through the exploration of their senses and create new patterns of communication and understanding.

The term mixed reality (MR) pertains to a form of hybrid reality in which physical and digital objects co-exist and interact in real-time. With MR, either virtual objects are digitally mixed into reality or real-world objects are merged into virtual worlds.

The latter case is sometimes referred to as augmented virtuality, and is one step closer to a VR environment in which real-world objects in a virtual world take on a sense of permanency with real objects, appearing to actually exist within the virtual world.

Adding to this sense of permanency, real-world objects in a virtual world may be digitally controlled. Conversely, MR may also support manipulation of virtual objects permanently placed in the real-world. In either scenario, MR will be an important aspect of teleoperations and vice versa.

Internet of Things in the Metaverse

The Internet of Things (IoT) is poised to fundamentally transform communications, global IT support systems, automation and business processes in virtually every industry vertical. IoT originally was manifested in machine-to-machine communications primarily for asset monitoring and logistics within a few industries such as gas and electric utilities, vending, and fleet management.

IoT is evolving to incorporate increasingly greater aspects of the business ecosystem. The greatest value will be realized through leveraging data obtained to derive useful insights and decision-making support of process improvement, automation, and development of new products and services.

IoT Platforms can be defined as a convergence of software and hardware solutions to interconnect “things” (people, things, objects, spaces, processes, data, etc.). These platforms may act as a bridge between the real world and the virtual world, enabling various “things” to communicate and interact with each other.

Important IoT platform functions include continuously collecting, sharing, and utilizing data about users and for users. Users may be communication service providers, consumer, enterprise, and industrial or government entities. One of the key purposes for this data exchange within the Metaverse is to support physical-to-cyber communications and interactions between the real-world and virtual worlds.

Artificial Intelligence of Things in the Metaverse

The combination of Artificial Intelligence (AI) and the Internet of Things (IoT) has the potential to dramatically accelerate the benefits of digital transformation for consumer, enterprise, industrial, and government market segments.
Artificial Intelligence of Things (AIoT) is transformational for both technologies as AI adds value to IoT through machine learning and decision making and IoT adds value to AI through connectivity and data exchange. The AIoT market constitutes solutions, applications, and services involving AI in IoT systems and IoT support of AI solutions.
As IoT networks proliferate throughout every major industry vertical, there will be an increasingly large amount of unstructured machine data. The growing amount of human-oriented and machine generated data will drive substantial opportunities for AI support of unstructured data analytics solutions.

Data generated from IoT supported systems will become extremely valuable, both for internal corporate needs as well as for many customer-facing functions. This will be especially true in the Metaverse as virtual world data becomes monetized as well as the linkage between virtual and real worlds.

IoT and Digital Twins in the Metaverse

A “digital twin” represents a virtual item that is mapped to a physical thing such as equipment, robot, or virtually any connected personal or business asset. This mapping of the digital world to real-world assets is facilitated by IoT platforms and software that is leveraged to create a digital representation of the physical asset.

The digital twin of a physical asset can provide data about its status such as its physical state and disposition. Conversely, a digital object may be used to manipulate and control a real-world asset by way of teleoperation. This form of cyber-physical connectivity, signaling, and control will be a key capability to realize the vision for Industry 4.0 to fully digitize production, servitization, and the “as a service” model for products.

IoT will enable “Smart Objects” as depicted above, facilitating many new business models and opportunities based on new feature/functionality such as the following:

Virtual-to-Real (V2R): Virtual objects that can be provisioned and administered to interface with real objects for many purposes including monitoring and control.

Real-to-Virtual (R2V): Real-objects provide feedback, alerts, and even control of virtual objects (software programs via Software Defined Networks) and platforms (hardware and software put in place to orchestrate IoT networks and assets).

Virtual-to-Virtual (V2V): This represents simulation and testing for IoT networks, including end-nodes and assets. IoT is new, and potentially dangerous (e.g. control and security issues), necessitating platforms for IoT V2V.
The above scenarios will be employed singularly and in combination across different industry verticals in accordance with their overall IoT operational readiness as well as physical-to-cyber integration on a product-by-product and/or service-by-service basis.

IoT enabled digital twin technology will facilitate dramatic changes in a wide range of consumer, enterprise, and industrial products and services. Impacted areas cover a wide range including everything from marketing and advertising to operations and product lifecycle management.

Advanced IoT systems will utilize digital twin technology to enable next-generation teleoperation. The implementation of digital twins will also enable distributed remote control of assets, which will drive a market need for IoT identity management, authentication, and authorization.

Data Management in the Metaverse

Identity Management in the Metaverse

Managing identities and access control for enterprise applications remains one of the greatest challenges facing IT today. The future of ICT (and Metaverse in particular) will include many identity-related issues and challenges that pertain to non-human activities such as those autonomous actions that occur on behalf of humans as a result of IoT.
There will be a growing need for Identity of Things (IDoT) management solutions to support communications between otherwise disparate IoT systems and networks. These solutions will evolve to include critical support functionality such as IDoT verification, permissions management, and discovery that will be provided by a combination of premise-based and cloud-based infrastructure.

Closely associated with Thing Identity is Authentication, Authorization, and Accounting (AAA) functions relied upon to verify “Thing Identity” and allow things to engage in various communications and actions. However, AAA requires the availability of reliable identity information associated with IoT network elements, devices, actors, and data.
The implementation and operation of IDoT and related AAA systems will become especially important in the Metaverse as the prospect of “virtual identity theft becomes a real concern. Accordingly, “thing identity” will become increasingly important as well as related areas such as IoT authentication.

Big Data in the Metaverse

Data that is uncorrelated and does not have a predefined data model and is not organized in a predefined manner requires special handling and analytics techniques. The common industry term, big data, represents unstructured data sets that are large, complex, and prohibitively difficult to process using traditional management tools.
The sheer volume and unstructured nature of most IoT data will drive significant opportunities for big data solutions. This will be especially true in the Metaverse as massive quantities of data will be required to support the environment as well as volumes of data that grow exponentially large as user interactions generate data at an ever-increasing velocity.

Edge Computing in the Metaverse

Real-time and distributed unstructured data processing will become increasingly important, especially with the anticipated accelerations of IoT networks and applications. This is because there will be many distributed points of data access such as sensors, wearable technology, and various other consumer and industrial devices.

By its very nature, most of the data collected in the Metaverse will be unstructured (Big) data and in very large quantities. Therefore, distributed intelligence is necessary to decide in real-time what data is relevant for immediate action and what data should be stored or archived in the cloud.

There is a close association here with a hybrid cloud network topology in which some data is passed to a more centralized storage and processing area while other data is processed locally at the edge of networks.

AI further enhances the ability for big data analytics and IoT platforms to provide value to each other. The use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in the area of streaming data and real-time analytics associated with edge computing networks.

Data Visualization in the Metaverse

Data visualization is viewed by many as a modern equivalent of visual communication. One of the primary goals of data visualization is to communicate information clearly and efficiently to users via the statistical graphics, plots, information graphics, tables, and charts selected.

Effective visualization helps users in analyzing and reasoning about data and evidence. Next generation visualization will entail a combination of advanced UI methods as well as new data models that involve data as a service.


목차

5G and Beyond 5G Technology, Infrastructure, and Devices 2022 – 2030

1.0 Executive Summary
2.0 Introduction
2.1 Evolution of Wireless Cellular
2.1.1 1G to 3G Wireless
2.1.2 4G Long Term Evolution
2.1.3 5G Wireless
2.2 Beyond 5G Wireless
2.2.1 Why look Beyond 5G (B5G)?
2.2.2 Sixth Generation Wireless
3.0 5G Technology and Solutions
3.1 5G Technology
3.1.1 5G Radio Access Network
3.1.2 5G Core Network
3.1.3 5G and Edge Computing
3.2 5G Solutions
3.2.1 5G Voice Services
3.2.2 5G Fixed Wireless
3.2.3 5G Service Categories
3.2.4 Combined 5G and Edge Computing Solutions
3.2.5 5G and Private Networks for Enterprise, Industrial, and Government
4.0 5G Applications and Services
4.1 5G Consumer Applications and Services
4.2 5G Business Applications and Services
4.3 Notable Focal Points for 5G Applications and Services
4.3.1 Mission Critical Communications
4.3.2 Augmented, Virtual, and Mixed Reality
4.3.3 Industrial Automation
4.3.4 Connected and Self–Driving Terrestrial Vehicles
4.3.5 Drones and Unmanned Aerial Vehicles
5.0 5G Market Analysis and Forecasts 2022 – 2030
5.1 5G Infrastructure Investment 2022 – 2030
5.1.1 5G NR Infrastructure 2022 – 2030
5.1.2 5G Core Infrastructure 2022 – 2030
5.1.3 5G Devices 2022 – 2030
5.2 5G by Consumer, Enterprise, Industrial, and Government Segment 2022 – 2030
5.3 5G by Network Function (User Plane, Control Plane, Data Layer) 2022 – 2030
5.3.1 5G by Core Market by User Plane Network Functions 2022 – 2030
5.3.2 5GC Control Plane Market by Network Functions 2022 – 2030
5.3.3 5G Data Layer Market by Network Functions 2022 – 2030
5.4 5G by Deployment: Non–Standalone vs. SA 2022 – 2030
5.4.1 5G Deployment by Non–standalone Configurations 2022 – 2030
5.4.2 5G Deployment by Standalone Configurations 2022 – 2030
5.5 5G by Device Types 2022 – 2030
5.6 5G Infrastructure by Region 2022 – 2030
5.7 5G Users by Region 2022 – 2030
5.8 5G Implementation by Region 2022 – 2030
5.9 North America 5G 2022 – 2030
5.9.1 North America 5G Infrastructure 2022 – 2030
5.9.2 North America 5G by Segment 2022 – 2030
5.9.3 North America 5G by Country 2022 – 2030
5.10 Europe 5G 2022 – 2030
5.10.1 Europe 5G Infrastructure 2022 – 2030
5.10.2 Europe 5G by Segment 2022 – 2030
5.10.1 Europe 5G by Country 2022 – 2030
5.11 Asia Pacific 5G 2022 – 2030
5.11.1 APAC 5G Infrastructure 2022 – 2030
5.11.2 APAC 5G by Segment 2022 – 2030
5.11.3 APAC 5G by Country 2022 – 2030
5.12 Middle East and Africa 5G 2022 – 2030
5.12.1 MEA 5G Infrastructure 2022 – 2030
5.12.2 MEA 5G Market by Segment 2022 – 2030
5.12.3 MEA 5G by Country 2022 – 2030
6.0 Beyond 5G Technology and Solutions
6.1 Beyond 5G Characteristics
6.2 Beyond 5G Technology
6.2.1 6G Radio
6.2.2 6G Core
6.2.3 6G and Artificial Intelligence
6.2.4 6G and Edge Computing
6.3 Beyond 5G Capabilities
6.4 Beyond 5G Requirements
6.4.1 Business Planning
6.4.2 Engineering
6.4.3 Materials
6.4.4 Power Management
6.5 Beyond 5G Networking
6.6 Beyond 5G Innovation
6.6.1 Smart Surfaces
6.6.2 Smart Environments
6.6.3 Smart Power
6.7 Beyond 5G Impacts
6.7.1 Technology and Business Impacts
6.7.2 Societal Impacts
6.8 Beyond 5G Solutions
6.8.1 6G Communications
6.8.2 6G Sensing
6.8.3 6G Imaging
6.8.4 6G Precise Location Determination
7.0 Beyond 5G Company and Organization Analysis
7.1 University of Oulu
7.2 Samsung Group
7.3 LG Electronics
7.4 Huawei Technologies
7.5 SK Telecom
7.6 NTT DoCoMo
8.0 Beyond 5G Regional and Country Analysis
8.1 Americas
8.1.1 Canada
8.1.2 United States
8.2 Asia Pacific
8.2.1 China
8.2.2 Japan
8.2.3 South Korea
8.3 Europe
8.3.1 Finland
8.3.2 European Commission
9.0 Beyond 5G Market Analysis and Forecasts 2025 – 2030
9.1 6G Technology, Infrastructure, and Devices 2025 – 2030
9.1.1 6G Infrastructure Market 2025 – 2030
9.1.2 6G R&D Investment 2025 – 2030
9.1.3 6G Core Infrastructure 2025 – 2030
9.1.4 6G Transport Network 2025 – 2030
9.1.5 6G Infrastructure Deployment 2025 – 2030
10.0 Conclusions and Recommendations
10.1 Focus on 5G Solutions for Profitability
10.2 Buildout the 5G Core for Services Differentiation
10.3 Outlook for 5G Services by Category
10.3.1 Enhanced Broadband
10.3.2 Massive Machine–type Communications
10.3.3 Ultra–reliable Low–Latency Communications
10.4 Outlook for 6G Services
11.0 Appendix: Forecasts for Leading 5G Apps and Services
11.1 5G Industrial Automation Global Forecasts 2021 – 2026
11.1.1 IIoT 5G Automation Market Value
11.1.2 Wireless IIoT 5G Device Deployments
11.2 5G Industrial Automation Regional Forecasts 2021 – 2026
11.2.1 Market Value by Region
11.2.2 Market Value by Leading Countries
11.2.3 Deployment by Region
11.2.4 Deployment by Leading Countries
11.2.5 Europe Market Forecasts
11.2.6 North America Market Forecasts
11.2.7 APAC Market Forecasts
11.5 5G Robotics Global Market Revenue
11.5.1 Autonomous Robot Market
11.5.2 5G Enabled Autonomous Robot Market
11.5.3 5G Enabled Autonomous Robot Market by Categories
11.6 5G Robotics Regional Forecasts
11.6.1 5G Enabled Autonomous Robot by Region
11.6.2 North America 5G Enabled Autonomous Robot Market by Categories
11.6.3 Europe 5G Enabled Autonomous Robot Market by Categories
11.6.4 APAC 5G Enabled Autonomous Robot Market by Categories
11.7 Global 5G Enabled Virtual Reality Market
11.7.1 Combined Market Revenue 2021 – 2026
11.7.2 Combined Unit Shipment 2021 – 2026
11.7.3 Combined Active User 2021 – 2026
11.8 5G Accelerated VR Adoption Market
11.8.1 Market by Segments 2021 – 2026
11.8.2 VR Shipment Units 2021 – 2026
11.8.3 VR Active Users 2021 – 2026
11.8.4 5G VR Market by Region 2021 – 2026
11.9 5G Consumer VR Application Market 2021 – 2026
11.9.1 Gaming
11.9.2 Live Events
11.9.3 Video Entertainment
11.10 5G VR Enterprise Application Market 2021 – 2026
11.10.1 Retail Sector
11.10.2 Real Estate
11.10.3 Healthcare
11.10.4 Education
11.11 5G VR Industrial Application Market 2021 – 2026
11.11.1 Military
11.11.2 Engineering
11.11.3 Civil Aviation
11.11.4 Medical Industry
11.11.5 Agriculture
11.11.6 Government and Public Sector

Figures

Figure 1: Evolution of Cellular Wireless Standards
Figure 2: Evolution from LTE Advanced to 5G
Figure 3: Perspective on Value of 5G vs. LTE
Figure 4: 5G Smart Antennas
Figure 5: 5G Network Slicing
Figure 6: 5G Network Slicing Application Support
Figure 7: 5G and Edge Computing
Figure 8: 5GNR and Edge Computing
Figure 9: 5G Requirements for eMBB, MTC, and URLLC
Figure 10: 5G Implementation in Private Networks
Figure 11: 5G Infrastructure Investments 2022 – 2030
Figure 12: Investment in 5G NR Infrastructure 2022 – 2030
Figure 13: Investment in 5G Core Infrastructure 2022 – 2030
Figure 14: Investment in 5G Devices 2022 – 2030
Figure 15: 5G Investment by Target Market Segment 2022 – 2030
Figure 16: Investment in 5G Network Functions 2022 – 2030
Figure 17: Investment in 5G Core User Plane Network Functions 2022 – 2030
Figure 18: Investment in 5G Core Control Plane Network Functions 2022 – 2030
Figure 19: Investment in 5G Core Data Layer Network Functions 2022 – 2030
Figure 20: Investment in 5G Deployment 2022 – 2030
Figure 21: Investment in 5G Deployment by Non–standalone Configurations 2022 – 2030
Figure 22: Investment in 5G Deployment by Standalone Configurations 2022 – 2030
Figure 23: Investment in 5G Devices 2022 – 2030
Figure 24: Global 5G Infrastructure Investments 2022 – 2030
Figure 25: Global 5G Users 2022 – 2030
Figure 26: Estimated 5G Deployment 2022 – 2030
Figure 27: North America 5G Infrastructure Investment 2022 – 2030
Figure 28: North America 5G NR Infrastructure Investment 2022 – 2030
Figure 29: North America 5G Core Infrastructure Investment 2022 – 2030
Figure 30: North America Investment in 5G Devices 2022 – 2030
Figure 31: North America 5G Investment by Market Segment 2022 – 2030
Figure 32: North America 5G Infrastructure Investment by Country2022 – 2030
Figure 33: North America 5G Users 2022 – 2030
Figure 34: North America 5G Implementation 2022 – 2030
Figure 35: Europe 5G Infrastructure Investment 2022 – 2030
Figure 36: Europe 5G NR Infrastructure Investment 2022 – 2030
Figure 37: Europe 5G Core Infrastructure Investment 2022 – 2030
Figure 38: Europe Investment in 5G Devices 2022 – 2030
Figure 39: Europe 5G Investment by Target Market Segment 2022 – 2030
Figure 40: Europe 5G Infrastructure Investment by Country 2022 – 2030
Figure 41: Europe 5G Users 2022 – 2030
Figure 42: Europe 5G Implementation 2022 – 2030
Figure 43: APAC 5G Infrastructure Investment 2022 – 2030
Figure 44: APAC 5G NR Infrastructure Investment 2022 – 2030
Figure 45: APAC 5G Core Infrastructure Investment 2022 – 2030
Figure 46: APAC Investment in 5G Devices 2022 – 2030
Figure 47: APAC 5G Investment by Market Segment 2022 – 2030
Figure 48: APAC 5G Infrastructure Investment by Country 2022 – 2030
Figure 49: APAC 5G Users 2022 – 2030
Figure 50: APAC 5G Implementation 2022 – 2030
Figure 51: MEA 5G Infrastructure Investment 2022 – 2030
Figure 52: MEA 5G NR Infrastructure Investment 2022 – 2030
Figure 53: MEA 5G Core Infrastructure Investment 2022 – 2030
Figure 54: MEA Investment in 5G Devices 2022 – 2030
Figure 55: MEA 5G Investment by Market Segment 2022 – 2030
Figure 56: MEA 5G Infrastructure Investment by Country 2022 – 2030
Figure 57: MEA 5G Users 2022 – 2030
Figure 58: MEA 5G Implementation 2022 – 2030
Figure 59: 6G Characteristics
Figure 60: AI Core in 6G
Figure 61: 6G Capabilities
Figure 62: Everything Connected with 6G
Figure 63: Peer to Peer Communications in 6G
Figure 64: Smart Surfaces
Figure 65: Smart Environment
Figure 66: Neutral Hosting and Micro Operators
Figure 67: Evolution from 5G to 6G
Figure 68: Global 6G Infrastructure Market 2025 – 2030
Figure 69: Global 6G R&D Investment 2022 – 2030
Figure 70: Global 6G Core Infrastructure Investment 2022 – 2030
Figure 71: Global 6G Transport Network Investment 2022 – 2030
Figure 72: Global 6G Infrastructure Deployment 2025 – 2030
Figure 80: Global IIoT 5G Automation Market Value 2021 – 2026
Figure 74: Global Wireless IIoT 5G Device Deployment Base 2021 – 2026
Figure 75: Global Autonomous Robot Market 2022 – 2030
Figure 76: Global 5G Enabled Autonomous Robot Market 2022 – 2030
Figure 77: VR Base Market Segments, Sub–segments, and Components
Figure 78: Global VR Base Market Combined Revenue 2021 – 2026
Figure 79: Global VR Base Market Combined Unit Shipment 2021 – 2026
Figure 80: Global VR Base Market Active User 2021 – 2026
Figure 81: Global 5G Accelerated Market Revenue 2021 – 2026
Figure 82: Global 5G Accelerated VR Unit Shipment 2021 – 2026
Figure 83: Global 5G Accelerated VR Active Users 2021 – 2026

Tables

Table 1: 5G Infrastructure Investments 2022 – 2030
Table 2: Investments in 5G NR Infrastructure 2022 – 2030
Table 3: Investments in 5G Core Infrastructure 2022 – 2030
Table 4: Investments in 5G Devices 2022 – 2030
Table 5: 5G by Consumer, Enterprise, Industrial, and Government Segments 2022 – 2030
Table 6: 5G by Network Function (User Plane, Control Plane, Data Layer) 2022 – 2030
Table 7: 5G Core Market by User Plane Network Functions 2022 – 2030
Table 8: 5G Core Market by Control Plane Network Functions 2022 – 2030
Table 9: 5G Core Market by Data Layer Network Function 2022 – 2030
Table 10: 5G Deployment by Non–Standalone vs. Stand–alone 2022 – 2030
Table 11: 5G Deployment by Non–standalone (NSA) Configuration 2022 – 2030
Table 12: 5G Deployment by Standalone (SA) Configuration 2022 – 2030
Table 13: 5G Market by Device Type 2022 – 2030
Table 14: Global 5G Infrastructure Investments 2022 – 2030
Table 15: Global 5G Subscription 2022 – 2030
Table 16: Estimated 5G Rollout 2022 – 2030
Table 17: North America 5G Infrastructure Investments 2022 – 2030
Table 18: North America 5G NR Infrastructure Investments 2022 – 2030
Table 19: North America 5G Core Infrastructure Investments 2022 – 2030
Table 20: North America Investments in 5G Devices 2022 – 2030
Table 21: North America 5G Investments by Target Market Segment 2022 – 2030
Table 22: North America 5G Infrastructure by Country 2022 – 2030
Table 23: North America 5G Subscriptions 2022 – 2030
Table 24: North America 5G Implementation 2022 – 2030
Table 25: Europe 5G Infrastructure Investments 2022 – 2030
Table 26: Europe 5G NR Infrastructure Investments 2022 – 2030
Table 27: Europe 5G Core Infrastructure 2022 – 2030
Table 28: Europe 5G Devices 2022 – 2030
Table 29: Europe 5G by Segment 2022 – 2030
Table 30: Europe 5G Infrastructure by Country 2022 – 2030
Table 31: Europe 5G Users 2022 – 2030
Table 32: Europe 5G Implementation 2022 – 2030
Table 33: APAC 5G Infrastructure 2022 – 2030
Table 34: APAC 5G NR Infrastructure 2022 – 2030
Table 35: APAC 5G Core Infrastructure 2022 – 2030
Table 36: APAC 5G Devices 2022 – 2030
Table 37: APAC 5G by Market Segment 2022 – 2030
Table 38: APAC 5G Infrastructure by Country 2022 – 2030
Table 39: APAC 5G Users 2022 – 2030
Table 40: APAC 5G Implementation 2022 – 2030
Table 41: MEA 5G Infrastructure 2022 – 2030
Table 42: MEA 5G NR Infrastructure 2022 – 2030
Table 43: MEA 5G Core Infrastructure 2022 – 2030
Table 44: MEA 5G Devices 2022 – 2030
Table 45: MEA 5G Market by Segment 2022 – 2030
Table 46: MEA 5G Infrastructure by Country 2022 – 2030
Table 47: MEA 5G Users 2022 – 2030
Table 48: MEA 5G Implementation 2022 – 2030
Table 49: Global 6G Infrastructure Market by Type 2025 – 2030
Table 50: Global 6G Market by User Device 2025 – 2030
Table 51: Global 6G Market by Telecom Equipment 2025 – 2030
Table 52: Global 6G Market by Semiconductors 2025 – 2030
Table 53: Global 6G Infrastructure Market by Region 2025 – 2030
Table 54: APAC 6G Infrastructure Market by Type 2025 – 2030
Table 55: APAC 6G Market by User Device 2025 – 2030
Table 56: APAC 6G Market by Telecom Equipment 2025 – 2030
Table 57: APAC 6G Market by Semiconductors 2025 – 2030
Table 58: APAC 6G Infrastructure Market by Country 2025 – 2030
Table 59: North America 6G Infrastructure Market by Type 2025 – 2030
Table 60: North America 6G Market by User Device 2025 – 2030
Table 61: North America 6G Market by Telecom Equipment 2025 – 2030
Table 62: North America 6G Market by Semiconductors 2025 – 2030
Table 63: North America 6G Infrastructure Market by Country 2025 – 2030
Table 64: Europe 6G Infrastructure Market by Type 2025 – 2030
Table 65: Europe 6G Market by User Device 2025 – 2030
Table 66: Europe 6G Market by Telecom Equipment 2025 – 2030
Table 67: Europe 6G Market by Semiconductors 2025 – 2030
Table 68: Europe 6G Infrastructure Market by Country 2025 – 2030
Table 69: MEA 6G Infrastructure Market by Type 2025 – 2030
Table 70: MEA 6G Market by User Device 2025 – 2030
Table 71: MEA 6G Market by Telecom Equipment 2025 – 2030
Table 72: MEA 6G Market by Semiconductors 2025 – 2030
Table 73: MEA 6G Infrastructure Market by Country 2025 – 2030
Table 74: Latin America 6G Infrastructure Market by Type 2025 – 2030
Table 75: Latin America 6G Market by User Device 2025 – 2030
Table 76: Latin America 6G Market by Telecom Equipment 2025 – 2030
Table 77: Latin America 6G Market by Semiconductors 2025 – 2030
Table 78: Latin America 6G Infrastructure Market by Country 2025 – 2030
Table 79: Global 6G Infrastructure Unit Deployment by Type 2025 – 2030
Table 80: Global 6G Infrastructure Unit Deployment by User Device 2025 – 2030
Table 81: Global 6G Infrastructure Unit Deployment by Telecom Equipment 2025 – 2030
Table 82: Global 6G Infrastructure Unit Deployment by Semiconductor Equipment 2025 – 2030
Table 83: Global 6G Infrastructure Unit Deployment by Region 2025 – 2030
Table 84: APAC 6G Infrastructure Unit Deployment by Type 2025 – 2030
Table 85: APAC 6G Infrastructure Unit Deployment by User Device 2025 – 2030
Table 86: APAC 6G Infrastructure Unit Deployment by Telecom Equipment 2025 – 2030
Table 87: APAC 6G Infrastructure Unit Deployment by Semiconductor Equipment 2025 – 2030
Table 88: APAC 6G Infrastructure Unit Deployment by Country 2025 – 2030
Table 89: North America 6G Infrastructure Unit Deployment by Type 2025 – 2030
Table 90: North America 6G Infrastructure Unit Deployment by User Device 2025 – 2030
Table 91: North America 6G Infrastructure Unit Deployment by Telecom Equipment 2025 – 2030
Table 92: North America 6G Infrastructure Unit Deployment by Semiconductor Equipment 2025 – 2030
Table 93: North America 6G Infrastructure Unit Deployment by Country 2025 – 2030
Table 94: Europe 6G Infrastructure Unit Deployment by Type 2025 – 2030
Table 95: Europe 6G Infrastructure Unit Deployment by User Device 2025 – 2030
Table 96: Europe 6G Infrastructure Unit Deployment by Telecom Equipment 2025 – 2030
Table 97: Europe 6G Infrastructure Unit Deployment by Semiconductor Equipment 2025 – 2030
Table 98: Europe 6G Infrastructure Unit Deployment by Country 2025 – 2030
Table 99: MEA 6G Infrastructure Unit Deployment by Type 2025 – 2030
Table 100: MEA 6G Infrastructure Unit Deployment by User Device 2025 – 2030
Table 101: MEA 6G Infrastructure Unit Deployment by Telecom Equipment 2025 – 2030
Table 102: MEA 6G Infrastructure Unit Deployment by Semiconductor Equipment 2025 – 2030
Table 103: MEA 6G Infrastructure Unit Deployment by Country 2025 – 2030
Table 104: Latin America 6G Infrastructure Unit Deployment by Type 2025 – 2030
Table 105: Latin America 6G Infrastructure Unit Deployment by User Device 2025 – 2030
Table 106: Latin America 6G Infrastructure Unit Deployment by Telecom Equipment 2025 – 2030
Table 107: Latin America 6G Infrastructure Unit Deployment by Semiconductor Equipment 2025 – 2030
Table 108: Latin America 6G Infrastructure Unit Deployment by Country 2025 – 2030
Table 109: Global IIoT 5G Automation Market by Segment 2021 – 2026
Table 110: Global IIoT 5G Hardware and Equipment Market by Types of Device 2021 – 2026
Table 111: Global IIoT 5G Automation Market by Industry Vertical 2021 – 2026
Table 112: Global IIoT 5G Automation Market by Technology Application 2021 – 2026
Table 113: Global Wireless IIoT 5G Device Deployment by Types of Device 2021 – 2026
Table 114: Global Wireless IIoT 5G Device Deployment by Industry Vertical 2021 – 2026
Table 115: IIoT 5G Automation Market by Region 2021 – 2026
Table 116: IIoT 5G Automation Market by Leading Countries 2021 – 2026
Table 117: Wireless IIoT 5G Device Deployment by Region 2021 – 2026
Table 118: Wireless IIoT 5G Device Deployment by Leading Countries 2021 – 2026
Table 119: Europe IIoT 5G Automation Market by Segment 2021 – 2026
Table 120: Europe IIoT 5G Hardware and Equipment Market by Types of Device 2021 – 2026
Table 121: Europe IIoT 5G Automation Market by Industry Vertical 2021 – 2026
Table 122: Europe IIoT 5G Automation Market by Technology Application 2021 – 2026
Table 123: Europe Wireless IIoT 5G Deployment by Device Type 2021 – 2026
Table 124: Europe Wireless IIoT 5G Device Deployment by Industry Vertical 2021 – 2026
Table 125: North America IIoT 5G Automation Market by Segment 2021 – 2026
Table 126: North America IIoT 5G Hardware and Equipment Market by Types of Device 2021 – 2026
Table 127: North America IIoT 5G Automation Market by Industry Vertical 2021 – 2026
Table 128: North America IIoT 5G Automation Market by Technology Application 2021 – 2026
Table 129: North America Wireless IIoT 5G Deployment by Device Type 2021 – 2026
Table 130: North America Wireless IIoT 5G Device Deployment by Industry Vertical 2021 – 2026
Table 131: APAC IIoT 5G Automation Market by Segment 2021 – 2026
Table 132: APAC IIoT 5G Hardware and Equipment Market by Device Type 2021 – 2026
Table 133: APAC IIoT 5G Automation Market by Industry Vertical 2021 – 2026
Table 134: APAC IIoT 5G Automation Market by Technology Application 2021 – 2026
Table 135: APAC Wireless IIoT 5G Device Deployment by Device Type 2021 – 2026
Table 136: APAC Wireless IIoT 5G Device Deployment by Industry Vertical 2021 – 2026
Table 137: Global 5G Enabled Autonomous Robot Market by Category 2022 – 2030
Table 138: 5G Enabled Autonomous Robot Market by Region 2022 – 2030
Table 139: North America 5G Enabled Autonomous Robot Market by Category 2022 – 2030
Table 140: Europe 5G Enabled Autonomous Robot Market by Category 2022 – 2030
Table 141: APAC 5G Enabled Autonomous Robot Market by Category 2022 – 2030
Table 142: VR 5G Accelerated Market by Segment 2021 – 2026
Table 143: VR 5G Accelerated Hardware Market by Segment 2021 – 2026
Table 144: VR 5G Accelerated Device Market by Segment 2021 – 2026
Table 145: VR 5G Accelerated Components Market by Segment 2021 – 2026
Table 146: VR 5G Accelerated Software Market by Application 2021 – 2026
Table 147: VR 5G Accelerated Unit Shipment by Segment 2021 – 2026
Table 148: VR 5G Accelerated Unit Shipment by Devices 2021 – 2026
Table 149: VR 5G Accelerated Shipments by Component 2021 – 2026
Table 150: VR 5G Accelerated Shipments by App 2021 – 2026
Table 151: VR 5G Accelerated Users by Segment 2021 – 2026
Table 152: VR 5G Accelerated User by Device 2021 – 2026
Table 153: VR 5G Accelerated Users by Application 2021 – 2026
Table 154: VR 5G Accelerated Market by Region 2021 – 2026
Table 155: VR 5G Accelerated Units by Region 2021 – 2026
Table 156: VR 5G Accelerated Users by Region 2021 – 2026
Table 157: VR 5G Accelerated Market by North America Country 2021 – 2026
Table 158: VR 5G Accelerated Units by North America Country 2021 – 2026
Table 159: VR 5G Accelerated Users by North America Country 2021 – 2026
Table 160: VR 5G Accelerated Market by APAC Country 2021 – 2026
Table 161: VR 5G Accelerated Units by APAC Country 2021 – 2026
Table 162: VR 5G Accelerated Users by APAC Country 2021 – 2026
Table 163: VR 5G Accelerated Market by Europe Country 2021 – 2026
Table 164: VR 5G Accelerated Units by Europe Country 2021 – 2026
Table 165: VR 5G Accelerated Users by Europe Country 2021 – 2026
Table 166: VR 5G Accelerated Software Market by Consumer Applications 2021 – 2026
Table 167: VR 5G Accelerated Consumer Apps by Industry 2021 – 2026
Table 168: VR 5G Accelerated Consumer Apps User by Industry 2021 – 2026
Table 169: VR 5G Accelerated Software Market by Enterprise Applications 2021 – 2026
Table 170: VR 5G Accelerated Enterprise Apps Shipment by Industry 2021 – 2026
Table 171: VR 5G Accelerated Enterprise Apps User by Industry 2021 – 2026
Table 172: VR 5G Accelerated Software Market by Industrial Applications 2021 – 2026
Table 173: VR 5G Accelerated Industrial Apps Shipment by Industry 2021 – 2026
Table 174: VR 5G Accelerated Industrial Apps User by Industry 2021 – 2026

AI Market by Technology Type, Deployment Method, Solution Type, Integration (Technologies, Networks, and Devices) and Industry Verticals

1.0 Executive Summary
2.0 Introduction
2.1 Defining Artificial Intelligence
2.1.1 Artificial General Intelligence
2.1.2 Artificial Super Intelligence
2.1.3 Artificial Intelligence Language
2.1.4 Conversational User Interfaces
2.2 Artificial Intelligence Types
2.3 Artificial Intelligence Systems
2.4 AI Outcomes and Enterprise Benefits
2.5 Cognitive Computing and Swarm Intelligence
2.6 AI Market SWOT Analysis
2.6.1 Market Drivers and Strengths
2.6.2 Market Constraints and Threats
2.6.3 Market Opportunities
2.7 AI Technology Goals
2.8 AI Tools and Approaches
2.9 AI Market Predictions
2.10 AI Market Landscape
2.10.1 Embedded Devices and Things
2.10.2 AI Software and Platforms
2.10.3 AI Component and Chipsets
2.10.4 AI Services and Deployment Options
2.11 AI Patent and Regulatory Framework
2.12 Value Chain Analysis
2.12.1 Artificial Intelligence Companies
2.12.2 IoT Companies and Suppliers
2.12.3 Data Analytics Providers
2.12.4 Connectivity Infrastructure Providers
2.12.5 Components and Chipsets Manufacturers
2.12.6 Software Developers and Data Scientists
2.12.7 End Users
2.13 Competitive Landscape Analysis
3.0 Technology and Application 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
3.2.1 Machine Learning APIs
3.2.2 IBM Watson API
3.2.3 Microsoft Azure Machine Learning API
3.2.4 Google Prediction API
3.2.5 Amazon Machine Learning API
3.2.6 BigML
3.2.7 AT&T Speech API
3.2.8 Wit.ai
3.2.9 AlchemyAPI
3.2.10 Diffbot
3.2.11 PredictionIO
3.2.12 General Application Environment
3.3 AI Technology and Solution Integration
3.3.1 AI in Emotion Detection Solutions
3.3.1.1 Facial Detection APIs
3.3.1.2 Text Recognition APIs
3.3.1.3 Speech Recognition APIs
3.3.2 AI in IoT Applications and Big Data Analytics
3.3.3 AI in Data Science and Predictive Analytics
3.3.4 AI in Edge Computing and 5G Network
3.3.5 AI in Cloud Computing and Machine Learning
3.3.6 AI in Smart Machines and Digital Twin Technologies
3.3.7 AI in Factory Automation and Industry 4.0
3.3.8 AI in Building Automation and the Smart Workplace
3.3.9 AI in Cloud Robotics and Public Security
3.3.10 AI in Self-Driven Networks
3.3.11 AI in Predictive 3D Design
3.4 AI Application Delivery Platforms and Business Models
3.4.1 The Role of AI Software
3.4.2 AI and Machine Learning as a Service
3.5 Enterprise Adoption and AI Investment
3.5.1 Market Leaders in AI Funding and Initiatives
3.5.2 Enterprise AI Drive Productivity Gains
3.6 AI Applications in Industry Verticals
3.6.1 Leading Industry Verticals in AI Solution Implementation
3.6.2 AI Use Cases by Company and Solution
4.0 AI Ecosystem Analysis
4.1 NVidia Corporation
4.2 IBM Corporation
4.3 Intel Corporation
4.4 Samsung Electronics Co Ltd.
4.5 Microsoft Corporation
4.6 Google Inc.
4.7 Baidu Inc.
4.8 Qualcomm Incorporated
4.9 Huawei Technologies Co. Ltd.
4.10 Fujitsu Ltd.
4.11 H2O.ai
4.12 Juniper Networks, Inc.
4.13 Nokia Corporation
4.14 ARM Limited
4.15 Hewlett Packard Enterprise
4.16 Oracle Corporation
4.17 SAP
4.18 Siemens AG
4.19 Apple Inc.
4.20 General Electric
4.21 ABB Ltd.
4.22 LG Electronics
4.23 Koninklijke Philips N.V
4.24 Whirlpool Corporation
4.25 AB Electrolux
4.26 Wind River Systems Inc.
4.27 Cumulocity GmBH
4.28 Digital Reasoning Systems Inc.
4.29 SparkCognition Inc.
4.30 KUKA AG
4.31 Rethink Robotics
4.32 Motion Controls Robotics Inc.
4.33 Panasonic Corporation
4.34 Haier Group Corporation
4.35 Miele
4.36 Next IT Corporation
4.37 Nuance Communications Inc.
4.38 InteliWISE
4.39 Facebook Inc.
4.40 Salesforce
4.41 Amazon Inc.
4.42 SK Telecom
4.43 motion.ai
4.44 Buddy
4.45 AOL Inc.
4.46 Tesla Inc.
4.47 Inbenta Technologies Inc.
4.48 Cisco Systems
4.49 MAANA
4.50 Veros Systems Inc.
4.51 PointGrab Ltd.
4.52 Tellmeplus
4.53 Xiaomi Technology Co. Ltd.
4.54 Leap Motion Inc.
4.55 Atmel Corporation
4.56 Texas Instruments Inc.
4.57 Advanced Micro Devices Inc.
4.58 XILINX Inc.
4.59 Omron Adept Technology
4.60 Gemalto N.V.
4.61 Micron Technology
4.62 SAS Institute Inc.
4.63 AIBrian Inc.
4.64 QlikTech International AB
4.65 MicroStrategy Incorporated
4.66 Brighterion Inc.
4.67 IPsoft Inc.
4.68 24/7.ai Inc.
4.69 General Vision Inc.
4.70 Sentient Technologies Holdings Limited
4.71 Graphcore
4.72 CloudMinds
4.73 Rockwell Automation Inc.
4.74 Tend.ai
4.75 SoftBank Robotics Holding Corp.
4.76 iRobot Corp.
4.77 Lockheed Martin
4.78 Spacex
4.79 Fraight AI
4.80 Infor Global Solutions
4.81 Presenso
4.82 Teknowlogi
5.0 Market Analysis and Forecasts 2022 – 2027
5.1 AI Market
5.2 AI Market by Segment
5.2.1 Hardware
5.2.1.1 Embedded Devices
5.2.1.1.1 Non-IoT Device
5.2.1.1.2 IoT Devices
5.2.1.1.2.1 Wearable Devices
5.2.1.1.2.2 Medical and Healthcare Devices
5.2.1.1.2.3 Smart Appliances
5.2.1.1.2.4 Industrial Machines
5.2.1.1.2.5 Robots and Drones
5.2.1.1.2.6 Service Robots
5.2.1.1.2.7 Entertainment Devices
5.2.1.1.2.8 Security Devices
5.2.1.1.2.9 Networking Devices
5.2.1.1.2.10 In-Vehicle IoT Devices
5.2.1.1.2.11 Smart Grid Devices
5.2.1.1.2.12 Military Devices
5.2.1.1.2.13 Energy Management Devices
5.2.1.1.2.14 Agriculture Specific Devices
5.2.1.2 Embedded IoT Systems
5.2.1.3 Semiconductor Components
5.2.1.3.1 Wearable and Embedded Components
5.2.1.3.1.1 Real-Time Location Systems
5.2.1.3.1.2 Barcode
5.2.1.3.1.3 Barcode Scanner
5.2.1.3.1.4 Barcode Scanner Technology Levels
5.2.1.3.1.5 Barcode Stickers
5.2.1.3.1.6 RFID
5.2.1.3.1.7 RFID Tags
5.2.1.3.1.8 Sensor
5.2.1.3.2 Processors
5.2.2 Software
5.2.2.1 Software Category
5.2.2.1.1 AI Platforms
5.2.3 Services
5.2.3.1 Professional Services
5.3 AI Market by Management Functions
5.4 AI Market by Technology
5.4.1 AI Technology by Major Solution Type
5.4.2 Machine Learning by Solution Type
5.5 AI Market by Industry Vertical
5.5.1 Medical and Healthcare
5.5.2 Manufacturing
5.5.3 Consumer Electronics
5.5.4 Automotive and Transportation
5.5.5 Retail and Apparel
5.5.6 Marketing and Advertising
5.5.7 FinTech
5.5.8 Building and Construction
5.5.9 Agriculture
5.5.10 Security and Surveillance
5.5.11 Government, Military, and Aerospace
5.5.12 Human Resource
5.5.13 Legal and Law
5.5.14 Telecommunication and IT
5.5.15 Oil, Gas, and Mining
5.5.16 Logistics
5.5.17 Education and Instruction
5.6 AI Market by Solution Type
5.7 AI Market by Deployment Method
5.7.1 AI Deployment Options
5.7.2 Private vs. Public Cloud Deployment
5.8 AI Market by AI System
5.9 AI Market by AI Type
5.10 AI Market by Connectivity
5.10.1 Non-Telecom Connectivity
5.10.2 Telecom Connectivity
5.10.3 Connectivity Standards
5.10.4 Enterprise
5.11 AI Market in IoT Networks
5.12 AI Market in IoT Edge Computing
5.13 AI Analytics Market
5.14 AI Market by Intent-Based Networking
5.15 AI Market in Virtualized Infrastructure
5.16 AI Market in 5G Networks
5.17 AI Market in Blockchain Networks
5.18 AI Market by Region
5.18.1 North America AI Market by Country
5.18.2 APAC AI Market by Country
5.18.3 Europe AI Market by Country
5.18.4 MEA AI Market by Country
5.18.5 Larin America AI Market by Country
5.19 AI Embedded Unit Deployment Forecast 2022 – 2027
5.19.1 Overall AI Embedded Unit Deployment
5.19.2 AI Embedded Unit Deployment by Solution
5.19.2.1 Non-IoT Devices
5.19.2.2 IoT Devices
5.19.2.3 IoT Things/Objects
5.19.2.4 IoT Semiconductors
5.19.2.5 Software
5.19.3 IoT Unit Deployment by Region
5.19.3.1 North America
5.19.3.2 Asia Pacific
5.19.3.3 Europe
5.19.3.4 Middle East and Africa
5.19.3.5 Latin America
6.0 Conclusions and Recommendations

Figures

Figure 1: AI Technology Goals and Outcomes
Figure 2: AI Device and Things Matrix
Figure 3: AI Software and Platform Matrix
Figure 4: AI Component and Chipsets Matrix
Figure 5: AI Impact Landscape
Figure 6: AI Vendor Landscape
Figure 7: Supervised, Unsupervised, and Reinforcement Learning
Figure 8: AI Technology Matrix
Figure 9: AI Technology Readiness Matrix
Figure 10: Deep Learning and Emotion AI
Figure 11: AI Predictive Analytics Layer
Figure 12: 5G NR Requirement for AI Network
Figure 13: AI-Driven Smart Machine Landscape
Figure 14: IIoT MLaaS Landscape
Figure 15: AI Smart Workplace Automation Landscape
Figure 16: AI Application Matrix
Figure 17: AI-Driven Enterprise Productivity Gains
Figure 18: AI Supervised Human Worker
Figure 19: AI Industry Application Matrix
Figure 20: Huawei IoT Mushroom PaaS Platform
Figure 21: Presenso Predictive Asset Management Solution
Figure 22: Global AI Market 2022 – 2027
Figure 23: Global AI Market by IoT Edge Computing 2022 – 2027
Figure 24: Global AI Analytics Market 2022 – 2027
Figure 25: Global AI Market by Intent-Based Networking 2022 – 2027
Figure 26: Global AI Market by Virtualization 2022 – 2027
Figure 27: Global AI Market by 5G Network 2022 – 2027
Figure 28: Global AI Market by Blockchain Network 2022 – 2027
Figure 29: Global AI Embedded Unit Deployment 2022 – 2027

Tables

Table 1: AI External Investment 2022 – 2027
Table 2: AI-Driven Economic Transaction Percentage
Table 3: AI Business Analytics Software Percentage
Table 4: AI Self Service Visual Discovery
Table 5: AI Building Security System Percentage
Table 6: AI-Generated Business Content Percentage
Table 7: Intel NAMD System
Table 8: Juniper Networks Product Snapshot
Table 9: Global AI Market by Segments 2022 – 2027
Table 10: Global AI Market by Hardware 2022 – 2027
Table 11: Global AI Market by Embedded Device 2022 – 2027
Table 12: Global AI Market by Non-IoT Device 2022 – 2027
Table 13: Global AI Market by IoT Device 2022 – 2027
Table 14: Global AI Market by Wearable Device 2022 – 2027
Table 15: Global AI Market by Medical and Healthcare Device 2022 – 2027
Table 16: Global AI Market by Smart Appliances 2022 – 2027
Table 17: Global AI Market by Industrial Machines 2022 – 2027
Table 18: Global AI Market by Robots and Drone 2022 – 2027
Table 19: Global AI Market by Service Robots 2022 – 2027
Table 20: Global AI Market by Entertainment Device 2022 – 2027
Table 21: Global AI Market by Security Device 2022 – 2027
Table 22: Global AI Market by Networking Device 2022 – 2027
Table 23: Global AI Market by In-Vehicle IoT Device 2022 – 2027
Table 24: Global AI Market by Smart Grid Device 2022 – 2027
Table 25: Global AI Market by Military Device 2022 – 2027
Table 26: Global AI Market by Energy Management Device 2022 – 2027
Table 27: Global AI Market by Agriculture Specific Device 2022 – 2027
Table 28: Global AI Market by Embedded IoT System 2022 – 2027
Table 29: Global AI Market by Semiconductor Components 2022 – 2027
Table 30: Global AI Market by Wearable and Embedded Components 2022 – 2027
Table 31: Global AI Market by RTLS 2022 – 2027
Table 32: Global AI Market by Barcode 2022 – 2027
Table 33: Global AI Market by Barcode Scanner 2022 – 2027
Table 34: Global AI Market by Barcode Scanner Technology Labels 2022 – 2027
Table 35: Global AI Market by Barcode Stickers 2022 – 2027
Table 36: Global AI Market by RFID 2022 – 2027
Table 37: Global AI Market by RFID Tags 2022 – 2027
Table 38: Global AI Market by Sensors 2022 – 2027
Table 39: Global AI Market by Processors 2022 – 2027
Table 40: Global AI Market by Software 2022 – 2027
Table 41: Global AI Market by Software Category 2022 – 2027
Table 42: Global AI Market by AI Platforms 2022 – 2027
Table 43: Global AI Market by Services 2022 – 2027
Table 44: Global AI Market by Professional Services 2022 – 2027
Table 45: Global AI Market by Management Functions 2022 – 2027
Table 46: Global AI Market by Technology 2022 – 2027
Table 47: Global AI Market by Machine Learning 2022 – 2027
Table 48: Global AI Market by Industry Vertical 2022 – 2027
Table 49: Global AI Market by Medical and Healthcare Application 2022 – 2027
Table 50: Global AI Market by Manufacturing Application 2022 – 2027
Table 51: Global AI Market by Consumer Electronics Application 2022 – 2027
Table 52: Global AI Market by Automotive and Transportation Application 2022 – 2027
Table 53: Global AI Market by Retail and Apparel Application 2022 – 2027
Table 54: Global AI Market by Marketing and Advertising Application 2022 – 2027
Table 55: Global AI Market by FinTech Application 2022 – 2027
Table 56: Global AI Market by Building and Construction Application 2022 – 2027
Table 57: Global AI Market by Agriculture Application 2022 – 2027
Table 58: Global AI Market by Security and Surveillance Application 2022 – 2027
Table 59: Global AI Market by Government, Military, and Aerospace Application 2022 – 2027
Table 60: Global AI Market by Human Resource Application 2022 – 2027
Table 61: Global AI Market by Legal and Law Application 2022 – 2027
Table 62: Global AI Market by Telecommunication and IT Application 2022 – 2027
Table 63: Global AI Market by Oil, Gas, and Mining Application 2022 – 2027
Table 64: Global AI Market by Logistics Application 2022 – 2027
Table 65: Global AI Market by Education and Learning Application 2022 – 2027
Table 66: Global AI Market by Solution 2022 – 2027
Table 67: Global AI Market by Deployment 2022 – 2027
Table 68: Global AI Market by Cloud Deployment 2022 – 2027
Table 69: Global AI Market by AI System 2022 – 2027
Table 70: Global AI Market by AI System 2022 – 2027
Table 71: Global AI Market by Connectivity 2022 – 2027
Table 72: Global AI Market by Non-Telecom Connectivity 2022 – 2027
Table 73: Global AI Market by Telecom Connectivity 2022 – 2027
Table 74: Global AI Market by Connectivity Standard 2022 – 2027
Table 75: Global AI Market by Enterprise 2022 – 2027
Table 76: Global AI Market by IoT Network 2022 – 2027
Table 77: Global AI Market by Region 2022 – 2027
Table 78: North America AI Market by Country 2022 – 2027
Table 79: APAC AI Market by Country 2022 – 2027
Table 80: Europe AI Market by Country 2022 – 2027
Table 81: MEA AI Market by Country 2022 – 2027
Table 82: Latin America AI Market by Country 2022 – 2027
Table 83: Global AI Embedded IoT Unit Deployment by Solution 2022 – 2027
Table 84: Global AI Embedded Unit Deployment by Non-IoT Device 2022 – 2027
Table 85: Global AI Embedded Unit Deployment by IoT Device 2022 – 2027
Table 86: Global AI Embedded Unit Deployment by IoT Things and Objects 2022 – 2027
Table 87: Global AI Embedded Unit Deployment by IoT Semiconductor 2022 – 2027
Table 88: AI Embedded Unit Deployment by Software 2022 – 2027
Table 89: AI Embedded Unit Deployment by Region 2022 – 2027
Table 90: North America AI Embedded Unit Deployment by Leading Country 2022 – 2027
Table 91: APAC AI Embedded Unit Deployment by Leading Country 2022 – 2027
Table 92: Europe AI Embedded Unit Deployment by Leading Country 2022 – 2027
Table 93: MEA AI Embedded Unit Deployment by Leading Country 2022 – 2027
Table 94: Latin America AI Embedded Unit Deployment by Leading Country 2022 – 2027

Artificial Intelligence of Things Solutions by AIoT Market Applications and Services and Industry Verticals

1.0 Executive Summary
2.0 Introduction
2.1 Defining AIoT
2.2 AI in IoT vs. AIoT
2.3 Artificial General Intelligence
2.4 IoT Network and Functional Structure
2.5 Ambient Intelligence and Smart Lifestyles
2.6 Economic and Social Impact
2.7 Enterprise Adoption and Investment
2.8 Market Drivers and Opportunities
2.9 Market Restraints and Challenges
2.10 AIoT Value Chain
2.10.1 Device Manufacturers
2.10.2 Equipment Manufacturers
2.10.3 Platform Providers
2.10.4 Software and Service Providers
2.10.5 User Communities
3.0 AIoT Technology and Market
3.1 AIoT Market
3.1.1 Equipment and Component
3.1.2 Cloud Equipment and Deployment
3.1.3 3D Sensing Technology
3.1.4 Software and Data Analytics
3.1.5 AIoT Platforms
3.1.6 Deployment and Services
3.2 AIoT Sub-Markets
3.2.1 Supporting Device and Connected Objects
3.2.2 IoT Data as a Service
3.2.3 AI Decisions as a Service
3.2.4 APIs and Interoperability
3.2.5 Smart Objects
3.2.6 Smart City Considerations
3.2.7 Industrial Transformation
3.2.8 Cognitive Computing and Computer Vision
3.2.9 Consumer Appliances
3.2.10 Domain-Specific Network Considerations
3.2.11 3D Sensing Applications
3.2.12 Predictive 3D Design
3.3 AIoT Supporting Technologies
3.3.1 Cognitive Computing
3.3.2 Computer Vision
3.3.3 Machine Learning Capabilities and APIs
3.3.3.1 Deep Machine Learning
3.3.3.2 Machine Learning APIs
3.3.4 Neural Networks
3.3.5 Context-Aware Processing
3.4 AIoT Enabling Technologies and Solutions
3.4.1 Edge Computing
3.4.1.1 AIoT Edge Architecture
3.4.1.2 Edge AI Platform
3.4.2 Blockchain Networks
3.4.3 Cloud Technologies
3.4.4 5G Technologies
3.4.5 Digital Twin Technology and Solutions
3.4.6 Smart Machines
3.4.7 Cloud Robotics
3.4.8 Predictive Analytics and Real-Time Processing
3.4.8.1 All-Flash Array
3.4.8.2 Real-Time Operating Systems
3.4.9 Post Event Processing
3.4.10 Haptic Technology
4.0 AIoT Applications Analysis
4.1 Device Accessibility and Security
4.2 Gesture Control and Facial Recognition
4.3 Home Automation
4.4 Wearable Device
4.5 Fleet Management
4.6 Intelligent Robots
4.7 Augmented Reality Market
4.8 Drone Traffic Monitoring
4.9 Real-time Public Safety
4.10 Yield Monitoring and Soil Monitoring Market
4.11 HCM Operation
5.0 Analysis of Important AIoT Companies
5.1 Sharp
5.2 SAS
5.3 DT42
5.4 Chania Tech Giants: Baidu, Alibaba, and Tencent
5.4.1 Baidu
5.4.2 Alibaba
5.4.3 Tencent
5.5 Xiaomi Technology
5.6 NVidia
5.7 Intel Corporation
5.8 Qualcomm
5.9 Innodisk
5.10 Gopher Protocol
5.11 Micron Technology
5.12 ShiftPixy
5.13 Uptake
5.14 C3 IoT
5.15 Alluvium
5.16 Arundo Analytics
5.17 Canvass Analytics
5.18 Falkonry
5.19 Interactor
5.20 Google
5.21 Cisco
5.22 IBM Corp.
5.23 Microsoft Corp.
5.24 Apple Inc.
5.25 Salesforce Inc.
5.26 Infineon Technologies AG
5.27 Amazon Inc.
5.28 AB Electrolux
5.29 ABB Ltd.
5.30 AIBrian Inc.
5.31 Analog Devices
5.32 ARM Limited
5.33 Atmel Corporation
5.34 Ayla Networks Inc.
5.35 Brighterion Inc.
5.36 Buddy
5.37 CloudMinds
5.38 Cumulocity GmBH
5.39 Cypress Semiconductor Corp
5.40 Digital Reasoning Systems Inc.
5.41 Echelon Corporation
5.42 Enea AB
5.43 Express Logic Inc.
5.44 Facebook Inc.
5.45 Fujitsu Ltd.
5.46 Gemalto N.V.
5.47 General Electric
5.48 General Vision Inc.
5.49 Graphcore
5.50 H2O.ai
5.51 Haier Group Corporation
5.52 Helium Systems
5.53 Hewlett Packard Enterprise
5.54 Huawei Technologies
5.55 Siemens AG
5.56 SK Telecom
5.57 SoftBank Robotics
5.58 SpaceX
5.59 SparkCognition
5.60 STMicroelectronics
5.61 Symantec Corporation
5.62 Tellmeplus
5.63 Tend.ai
5.64 Tesla
5.65 Texas Instruments
5.66 Thethings.io
5.67 Veros Systems
5.68 Whirlpool Corporation
5.69 Wind River Systems
5.70 Juniper Networks
5.71 Nokia Corporation
5.72 Oracle Corporation
5.73 PTC Corporation
5.74 Losant IoT
5.75 Robert Bosch GmbH
5.76 Pepper
5.77 Terminus
5.78 Tuya Smart
6.0 AIoT Market Analysis and Forecasts 2022 – 2027
6.1 Global AIoT Market Outlook and Forecasts
6.1.1 Aggregate AIoT Market 2022 – 2027
6.1.2 AIoT Market by Infrastructure and Services 2022 – 2027
6.1.2.1 AIoT Market by Infrastructure Type 2022 – 2027
6.1.2.1.1 AIoT Market by Chipsets Type 2022 – 2027
6.1.2.1.1.1 AIoT Market by 3D Sensing Technology 2022 – 2027
6.1.2.1.1.2 AIoT Market by 3D Sensing Application 2022 – 2027
6.1.2.1.2 AIoT Market by Cloud Infrastructure Type 2022 – 2027
6.1.2.2 AIoT Market by Software and Platform 2022 – 2027
6.1.2.2.1 AIoT Market by Analytics Type 2022 – 2027
6.1.2.3 AIoT Market by Service Type 2022 – 2027
6.1.2.3.1 AIoT Market by Professional Service Type 2022 – 2027
6.1.3 AIoT Market by AI Technology 2022 – 2027
6.1.4 AIoT Market by Application 2022 – 2027
6.1.5 AIoT in Consumer, Enterprise, Industrial, and Government 2022 – 2027
6.1.6 AIoT Market in Cities, Suburbs, and Rural Areas 2022 – 2027
6.1.7 AIoT in Smart Cities 2022 – 2027
6.1.8 IoT Data as a Service Market 2022 – 2027
6.1.9 AI Decisions as a Service Market 2022 – 2027
6.1.10 Blockchain Support of AIoT 2022 – 2027
6.1.11 AIoT in 5G Networks 2022 – 2027
6.2 Regional AIoT Markets 2022 – 2027
6.2.1 AIoT Market by Region 2022 – 2027
6.2.1.1 North America AIoT Market 2022 – 2027
6.2.1.2 Asia Pacific AIoT Market 2022 – 2027
6.2.1.3 Europe AIoT Market 2022 – 2027
6.2.1.4 Middle East and Africa AIoT Market 2022 – 2027
6.2.1.5 Latin America AIoT Market 2022 – 2027
6.3 AIoT Unit Deployment 2022 – 2027
6.3.1 Global AIoT Unit Deployment 2022 – 2027
6.3.2 AIoT Unit Deployment by Type 2022 – 2027
6.3.2.1 AIoT Unit Deployment by Infrastructure Type 2022 – 2027
6.3.2.1.1 AIoT Unit Deployment by Chipsets Type 2022 – 2027
6.3.2.1.2 AIoT Unit Deployment by Cloud Type 2022 – 2027
6.3.2.2 AIoT Unit Deployment by Software and Platform Type 2022 – 2027
6.3.3 AIoT Unit Deployment by Region 2022 – 2027
6.3.3.1 North America AIoT Unit Deployment by Country 2022 – 2027
6.3.3.2 Asia Pacific AIoT Unit Deployment by Country 2022 – 2027
6.3.3.3 Europe AIoT Unit Deployment by Country 2022 – 2027
6.3.3.4 Middle East and Africa AIoT Unit Deployment by Country 2022 – 2027
6.3.3.5 Latin America AIoT Unit Deployment by Country 2022 – 2027
7.0 Conclusions and Recommendations

Figures

Figure 1: AIoT Architecture and Applications
Figure 2: AI Evolution
Figure 3: IoT Network Architecture
Figure 4: IoT Functional Structure
Figure 5: AIoT Ambient Intelligence
Figure 6: Industrial Grade Storage
Figure 7: Machine Learning APIs and Predictive Layer
Figure 8: AIoT Edge Architecture
Figure 9: NVidia Edge AI platform
Figure 10: IoT Cloud Architecture
Figure 11: 5G IoT Architecture
Figure 12: IoT Digital Twins Architecture
Figure 13: AI-Enabled Smart Machines
Figure 14: NeoSapphire All-Flash Array
Figure 15: Global AIoT Market 2022 – 2027
Figure 16: Global Smart City Opportunity in AIoT 2022 – 2027
Figure 17: Global IoT Data as a Service Market in AIoT 2022 – 2027
Figure 18: Global AI Decision as a Service Market in AIoT 2022 – 2027
Figure 19: Global Blockchain Driven AIoT Market 2022 – 2027
Figure 20: Global 5G Driven AIoT Market 2022 – 2027
Figure 21: North America Smart City Opportunity in AIoT 2022 – 2027
Figure 22: North America IoT Data as a Service Market in AIoT 2022 – 2027
Figure 23: North America AI Decision as a Service Market in AIoT 2022 – 2027
Figure 24: North America Blockchain Driven AIoT Market 2022 – 2027
Figure 25: North America 5G Driven AIoT Market 2022 – 2027
Figure 26: APAC Smart City Opportunity in AIoT 2022 – 2027
Figure 27: APAC IoT Data as a Service Market in AIoT 2022 – 2027
Figure 28: APAC AI Decision as a Service Market in AIoT 2022 – 2027
Figure 29: APAC Blockchain Driven AIoT Market 2022 – 2027
Figure 30: APAC 5G Driven AIoT Market 2022 – 2027
Figure 31: Europe Smart City Opportunity in AIoT 2022 – 2027
Figure 32: Europe IoT Data as a Service Market in AIoT 2022 – 2027
Figure 33: Europe AI Decision as a Service Market in AIoT 2022 – 2027
Figure 34: Europe Blockchain Driven AIoT Market 2022 – 2027
Figure 35: Europe 5G Driven AIoT Market 2022 – 2027
Figure 36: MEA Smart City Opportunity in AIoT 2022 – 2027
Figure 37: MEA IoT Data as a Service Market in AIoT 2022 – 2027
Figure 38: MEA AI Decision as a Service Market in AIoT 2022 – 2027
Figure 39: MEA Blockchain Driven AIoT Market 2022 – 2027
Figure 40: MEA 5G Driven AIoT Market 2022 – 2027
Figure 41: Latin America Smart City Opportunity in AIoT 2022 – 2027
Figure 42: Latin America IoT Data as a Service Market in AIoT 2022 – 2027
Figure 43: Latin America AI Decision as a Service Market in AIoT 2022 – 2027
Figure 44: Latin America Blockchain Driven AIoT Market 2022 – 2027
Figure 45: Latin America 5G Driven AIoT Market 2022 – 2027
Figure 46: Global AIoT Unit Deployment 2022 – 2027

Tables

Table 1: Global AI Optimized IoT Device Market
Table 2: Global AI Optimized Non-IoT Device Market
Table 3: Global AI Optimized IoT Things/Objects Market
Table 4: Global AIoT Market by Type 2022 – 2027
Table 5: Global AIoT Market by Infrastructure Type 2022 – 2027
Table 6: Global AIoT Market by Chipsets Type 2022 – 2027
Table 7: Global AIoT Market by 3D Sensing Technology 2022 – 2027
Table 8: Global AIoT Market by 3D Sensing Application 2022 – 2027
Table 9: Global AIoT Market by Cloud Type 2022 – 2027
Table 10: Global AIoT Market by Software and Platform Type 2022 – 2027
Table 11: Global AIoT Market by Analytics Type 2022 – 2027
Table 12: Global AIoT Market by Service Type 2022 – 2027
Table 13: Global AIoT Market by Professional Service Type 2022 – 2027
Table 14: Global AIoT Market by Technology 2022 – 2027
Table 15: Global AIoT Market by Application 2022 – 2027
Table 16: Global AIoT Market by Sector 2022 – 2027
Table 17: Global AIoT Market by Population Centers 2022 – 2027
Table 18: Global AIoT Market by Region 2022 – 2027
Table 19: North America AIoT Market by Infrastructure and Services 2022 – 2027
Table 20: North America AIoT Market by Infrastructure Type 2022 – 2027
Table 21: North America AIoT Market by Chipsets Type 2022 – 2027
Table 22: North America AIoT Market by 3D Sensing Technology 2022 – 2027
Table 23: North America AIoT Market by 3D Sensing Application 2022 – 2027
Table 24: North America AIoT Market by Cloud Type 2022 – 2027
Table 25: North America AIoT Market by Software and Platforms 2022 – 2027
Table 26: North America AIoT Market by Analytics Type 2022 – 2027
Table 27: North America AIoT Market by Service Type 2022 – 2027
Table 28: North America AIoT Market by Professional Service Type 2022 – 2027
Table 29: North America AIoT Market by AI Technology 2022 – 2027
Table 30: North America AIoT Market by Application 2022 – 2027
Table 31: North America AIoT Market by Sector 2022 – 2027
Table 32: North America AIoT Market by Population Center 2022 – 2027
Table 33: North America AIoT Market by Country 2022 – 2027
Table 34: APAC AIoT Market by Infrastructure and Services 2022 – 2027
Table 35: APAC AIoT Market by Infrastructure Type 2022 – 2027
Table 36: APAC AIoT Market by Chipsets Type 2022 – 2027
Table 37: APAC AIoT Market by 3D Sensing Technology 2022 – 2027
Table 38: APAC AIoT Market by 3D Sensing Application 2022 – 2027
Table 39: APAC AIoT Market by Cloud Type 2022 – 2027
Table 40: APAC AIoT Market by Software and Platforms 2022 – 2027
Table 41: APAC AIoT Market by Analytics Type 2022 – 2027
Table 42: APAC AIoT Market by Service Type 2022 – 2027
Table 43: APAC AIoT Market by Professional Service Type 2022 – 2027
Table 44: APAC AIoT Market by AI Technology 2022 – 2027
Table 45: APAC AIoT Market by Application 2022 – 2027
Table 46: APAC AIoT Market by Sector 2022 – 2027
Table 47: APAC AIoT Market by Population Center 2022 – 2027
Table 48: APAC AIoT Market by Country 2022 – 2027
Table 49: Europe AIoT Market by Infrastructure and Services 2022 – 2027
Table 50: Europe AIoT Market by Infrastructure Type 2022 – 2027
Table 51: Europe AIoT Market by Chipsets Type 2022 – 2027
Table 52: Europe AIoT Market by 3D Sensing Technology 2022 – 2027
Table 53: Europe AIoT Market by 3D Sensing Application 2022 – 2027
Table 54: Europe AIoT Market by Cloud Type 2022 – 2027
Table 55: Europe AIoT Market by Software and Platforms 2022 – 2027
Table 56: Europe AIoT Market by Analytics Type 2022 – 2027
Table 57: Europe AIoT Market by Service Type 2022 – 2027
Table 58: Europe AIoT Market by Professional Service Type 2022 – 2027
Table 59: Europe AIoT Market by AI Technology 2022 – 2027
Table 60: Europe AIoT Market by Application 2022 – 2027
Table 61: Europe AIoT Market by Sector 2022 – 2027
Table 62: Europe AIoT Market by Population Center 2022 – 2027
Table 63: Europe AIoT Market by Country 2022 – 2027
Table 64: MEA AIoT Market by Infrastructure and Services 2022 – 2027
Table 65: MEA AIoT Market by Infrastructure Type 2022 – 2027
Table 66: MEA AIoT Market by Chipsets Type 2022 – 2027
Table 67: MEA AIoT Market by 3D Sensing Technology 2022 – 2027
Table 68: MEA AIoT Market by 3D Sensing Application 2022 – 2027
Table 69: MEA AIoT Market by Cloud Type 2022 – 2027
Table 70: MEA AIoT Market by Software and Platforms 2022 – 2027
Table 71: MEA AIoT Market by Analytics Type 2022 – 2027
Table 72: MEA AIoT Market by Service Type 2022 – 2027
Table 73: MEA AIoT Market by Professional Service Type 2022 – 2027
Table 74: MEA AIoT Market by AI Technology 2022 – 2027
Table 75: MEA AIoT Market by Application 2022 – 2027
Table 76: MEA AIoT Market by Sector 2022 – 2027
Table 77: MEA AIoT Market by Population Center 2022 – 2027
Table 78: MEA AIoT Market by Country 2022 – 2027
Table 79: Latin America AIoT Market by Type 2022 – 2027
Table 80: Latin America AIoT Market by Infrastructure Type 2022 – 2027
Table 81: Latin America AIoT Market by Chipsets Type 2022 – 2027
Table 82: Latin America AIoT Market by 3D Sensing Technology 2022 – 2027
Table 83: Latin America AIoT Market by 3D Sensing Application 2022 – 2027
Table 84: Latin America AIoT Market by Cloud Type 2022 – 2027
Table 85: Latin America AIoT Market by Software and Platform Type 2022 – 2027
Table 86: Latin America AIoT Market by Analytics Type 2022 – 2027
Table 87: Latin America AIoT Market by Service Type 2022 – 2027
Table 88: Latin America AIoT Market by Professional Service Type 2022 – 2027
Table 89: Latin America AIoT Market by AI Technology 2022 – 2027
Table 90: Latin America AIoT Market by Application 2022 – 2027
Table 91: Latin America AIoT Market by Sector 2022 – 2027
Table 92: Latin America AIoT Market by Population Center 2022 – 2027
Table 93: Latin America AIoT Market by Country 2022 – 2027
Table 94: Global AIoT Unit Deployment by Infrastructure and Services 2022 – 2027
Table 95: Global AIoT Unit Deployment by Infrastructure Type 2022 – 2027
Table 96: Global AIoT Unit Deployment by Chipsets Type 2022 – 2027
Table 97: Global AIoT Unit Deployment by Cloud Type 2022 – 2027
Table 98: Global AIoT Unit Deployment by Software and Platforms 2022 – 2027
Table 99: Global AIoT Unit Deployment by Region 2022 – 2027
Table 100: North America AIoT Unit Deployment by Country 2022 – 2027
Table 101: APAC AIoT Unit Deployment by Country 2022 – 2027
Table 102: Europe AIoT Unit Deployment by Country 2022 – 2027
Table 103: MEA AIoT Unit Deployment by Country 2022 – 2027
Table 104: Latin America AIoT Unit Deployment by Country 2022 – 2027

IoT Technology Market by Hardware, Software, Platforms, and Solutions in Industry Verticals

1.0 Executive Summary
2.0 Introduction
2.1 Market Overview
2.2 Research Objectives
2.3 Select Findings
2.4 Target Audience
2.5 Companies in the Report
3.0 Overview
3.1 Defining the IoT
3.2 IoT Technology
3.3 IoT Functional Structure
3.4 IoT Network Architecture
3.5 Economic Impact Analysis
3.6 Market Factors and Challenges
3.7 Machine Learning and Artificial Intelligence
3.8 The Artificial Intelligence of Things
3.9 Edge Computing and Fog Computing
3.10 Digital Twin Technology
3.11 5G to Drive Substantial IoT Network Expansion
3.12 Blockchain Technology
3.13 Cloud Computing
3.14 Internet of Nanoscale Things
4.0 Technology and Value Chain
4.1 IoT Semiconductor Building Blocks
4.1.1 Wireless Sensors
4.1.2 IoT Processors
4.1.3 IoT Gateways
4.1.4 IoT Applications
4.2 IoT Chipsets
4.3 Network Technology and Protocols
4.4 Real-Time Operating Systems
4.4.1 Open Source RTOS
4.4.2 Commercial RTOS
4.4.3 Distributed Stream Computing Platforms
4.5 IoT Software and Platforms
4.5.1 IoT Analytics
4.5.2 IoT Security
4.5.3 IoT Device Management
4.5.4 IoT Standard and API Interoperability
4.6 Solutions and Applications Drive IoT Innovation
4.7 IoT Value Chain
4.7.1 Hardware Device Providers
4.7.2 Component Providers
4.7.3 Platform Providers
4.7.4 Software and Service Providers
4.8 IoT Investments and Market Alliances
4.9 Role of Mobile Network Operators
5.0 Company Analysis
5.1 NVidia Corporation
5.2 IBM Corporation
5.3 Intel Corporation
5.4 Samsung Electronics Co Ltd.
5.5 Microsoft Corporation
5.6 Google Inc.
5.7 Qualcomm Incorporated
5.8 Huawei Technologies Co. Ltd.
5.9 Fujitsu Ltd.
5.10 Juniper Networks, Inc.
5.11 Nokia Corporation
5.12 ARM Limited
5.13 Hewlett Packard Enterprise
5.14 Oracle Corporation
5.15 SAP
5.16 General Electric
5.17 Wind River Systems Inc.
5.18 Cumulocity GmBH
5.19 SparkCognition Inc.
5.20 Amazon Inc.
5.21 Cisco Systems
5.22 Atmel Corporation
5.23 Texas Instruments Inc.
5.24 Advanced Micro Devices Inc.
5.25 XILINX Inc.
5.26 Gemalto N.V.
5.27 Micron Technology
5.28 SAS Institute Inc.
5.29 General Vision Inc.
5.30 PTC Corporation
5.31 Analog Devices Inc.
5.32 Cypress Semiconductor Corp
5.33 Rohm Semiconductor
5.34 Semtech Corporation
5.35 Enea AB
5.36 Express Logic Inc.
5.37 Kaspersky Lab
5.38 Losant IoT Inc.
5.39 Thethings.io
5.40 Robert Bosch GmbH
5.41 Echelon Corporation
5.42 Symantec Corporation
5.43 NXP Semiconductors N.V.
5.44 STMicroelectronics
5.45 MediaTek Inc.
5.46 Microchip Technology Inc.
5.47 Renesas Electronics Corporation
5.48 Ayla Networks Inc.
5.49 Pepper
5.50 Helium Systems Inc.
6.0 IoT Technology Market Analysis and Forecasts 2022 – 2027
6.1 Global IoT Technology Market 2022 – 2027
6.1.1 Combined Market IoT Technology Market 2022 – 2027
6.1.2 IoT Technology Market by Type 2022 – 2027
6.1.2.1 IoT Hardware Market 2022 – 2027
6.1.2.1.1 IoT Node Components 2022 – 2027
6.1.2.1.1.1 IoT Sensors 2022 – 2027
6.1.2.1.1.2 IoT Processors 2022 – 2027
6.1.2.1.1.3 IoT Memory Devices 2022 – 2027
6.1.2.1.1.4 IoT Chipsets 2022 – 2027
6.1.2.1.1.5 IoT Connectivity ICs 2022 – 2027
6.1.2.1.1.6 IoT Wired Connectivity ICs 2022 – 2027
6.1.2.1.1.7 IoT Wireless Connectivity ICs 2022 – 2027
6.1.2.1.1.8 IoT Logic Devices 2022 – 2027
6.1.2.1.2 IoT Network Infrastructure 2022 – 2027
6.1.2.1.2.1 IoT System Servers 2022 – 2027
6.1.2.1.2.2 IoT Connectivity Equipment 2022 – 2027
6.1.2.2 IoT Software Market 2022 – 2027
6.1.2.2.1 IoT Application Software 2022 – 2027
6.1.2.2.2 IoT Analytics Software 2022 – 2027
6.1.2.2.3 IoT Platform Software 2022 – 2027
6.1.2.2.4 Security Software
6.1.2.3 IoT Services by Type 2022 – 2027
6.1.2.3.1 IoT Professional Services 2022 – 2027
6.1.3 IoT by Industry Verticals 2022 – 2027
6.1.3.1 Wearable Device Application 2022 – 2027
6.1.3.2 Healthcare and Medical Applications 2022 – 2027
6.1.3.3 Consumer Electronic Applications 2022 – 2027
6.1.3.4 Building Automation Applications 2022 – 2027
6.1.3.5 Industrial Applications 2022 – 2027
6.1.3.6 Automotive and Transportation Applications 2022 – 2027
6.1.3.6.1 Connected Car Applications 2022 – 2027
6.1.3.6.1.1 Driver Assistance Applications 2022 – 2027
6.1.3.6.1.2 Partial Automation Applications 2022 – 2027
6.1.3.6.1.3 Conditional Automation Applications 2022 – 2027
6.1.3.6.1.4 High Automation Applications 2022 – 2027
6.1.3.6.2 Traffic Management Applications 2022 – 2027
6.1.3.7 Retail and Apparel Applications 2022 – 2027
6.1.3.8 Financial Services Applications 2022 – 2027
6.1.3.9 Government Sector Applications 2022 – 2027
6.1.3.10 Telecommunication and IT Applications 2022 – 2027
6.1.3.11 Agriculture Applications 2022 – 2027
6.1.3.12 Security and Surveillance Applications 2022 – 2027
6.1.3.13 Supply Chain and Logistics Applications 2022 – 2027
6.1.3.14 Aeronautics Applications 2022 – 2027
6.1.3.15 Oil, Gas, and Mining Applications 2022 – 2027
6.1.3.16 Education Applications 2022 – 2027
6.1.3.17 Legal and Compliance Applications 2022 – 2027
6.1.4 IoT Technology Market by Consumer, Enterprise, Industrial and Government 2022 – 2027
6.1.5 AI Equipped IoT Technology Market 2022 – 2027
6.1.5.1 AI in IoT by Components, Infrastructure, Software, and Services 2022 – 2027
6.1.5.1.1 AI in IoT Node Components 2022 – 2027
6.1.5.1.2 IoT Network Infrastructure 2022 – 2027
6.1.5.2 AI in IoT Software by Apps, Analytics, Platforms, and Security 2022 – 2027
6.1.5.3 AI in IoT Services by Type 2022 – 2027
6.1.5.4 AI in IoT Technologies 2022 – 2027
6.1.5.4.1 Machine Learning in IoT 2022 – 2027
6.1.5.5 AI in IoT by Consumer, Enterprise, Industrial, and Government 2022 – 2027
6.1.6 5G Driven IoT Technology Market 2022 – 2027
6.1.6.1 5G in IoT Market by Type 2022 – 2027
6.1.6.1.1 5G in IoT Node Components 2022 – 2027
6.1.6.1.2 5G in IoT Network Infrastructure 2022 – 2027
6.1.6.2 5G in IoT Software 2022 – 2027
6.1.6.3 5G in IoT by Service Type 2022 – 2027
6.1.6.4 5G in IoT by Consumer, Enterprise, Industrial and Government 2022 – 2027
6.1.7 Edge Enabled IoT Technology Market 2022 – 2027
6.1.7.1 Edge Computing in IoT Market by Technology Type 2022 – 2027
6.1.7.1.1 Edge Computing in IoT Node Components 2022 – 2027
6.1.7.1.2 Edge Computing in IoT Network Infrastructure 2022 – 2027
6.1.7.2 Edge Computing in IoT Software 2022 – 2027
6.1.7.3 Edge Computing in IoT Services 2022 – 2027
6.1.7.4 Edge Computing in IoT by Industry Sector 2022 – 2027
6.1.8 Blockchain in IoT Technology Market 2022 – 2027
6.1.8.1 Blockchain in IoT Market by Technology Type 2022 – 2027
6.1.8.1.1 Blockchain in IoT Node Components 2022 – 2027
6.1.8.1.2 Blockchain in IoT Network Infrastructure 2022 – 2027
6.1.8.2 Blockchain in IoT Software 2022 – 2027
6.1.8.3 Blockchain in IoT by Service Type 2022 – 2027
6.1.8.4 Blockchain in IoT by Industry Sector 2022 – 2027
6.1.9 IoT Technology Market in Smart Cities 2022 – 2027
6.1.9.1 IoT in Smart Cities Market by Technology Type 2022 – 2027
6.1.9.1.1 IoT in Smart Cities by Node Components 2022 – 2027
6.1.9.1.2 IoT in Smart Cities by Network Infrastructure 2022 – 2027
6.1.9.2 IoT in Smart Cities Software 2022 – 2027
6.1.9.3 IoT in Smart Cities Service by Type 2022 – 2027
6.1.9.4 IoT in Smart Cities by Industry Sector 2022 – 2027
6.2 Regional IoT Technology Market 2022 – 2027
6.2.1 IoT Technology Market by Region 2022 – 2027
6.2.1.1 IoT Technology in Asia Pacific by Country 2022 – 2027
6.2.1.2 IoT Technology in North America by Country 2022 – 2027
6.2.1.3 IoT Technology in Europe by Country 2022 – 2027
6.2.1.4 IoT Technology in Middle East and Africa by Country 2022 – 2027
6.2.1.5 IoT Technology in Latin America by Country 2022 – 2027
6.3 IoT Technology Unit Shipments 2022 – 2027
6.3.1 Global IoT Unit Shipments 2022 – 2027
6.3.1.1 Unit Shipment by Type 2022 – 2027
6.3.1.1.1 IoT Semiconductors 2022 – 2027
6.3.1.1.1.1 IoT Node Components 2022 – 2027
6.3.1.1.1.2 IoT Networking Equipment 2022 – 2027
6.3.1.1.1.3 IoT Connectivity Equipment 2022 – 2027
6.3.1.1.2 IoT Software 2022 – 2027
6.3.2 IoT Technology Unit Shipments by Region 2022 – 2027
6.3.2.1 Unit Shipment by Region 2022 – 2027
6.3.2.1.1 Asia Pacific Unit Shipments by Country 2022 – 2027
6.3.2.1.2 North America Unit Shipments by Country 2022 – 2027
6.3.2.1.3 Europe Unit Shipments by Country 2022 – 2027
6.3.2.1.4 Middle East and Africa Unit Shipments by Country 2022 – 2027
6.3.2.1.5 Latin America Unit Shipments by Country 2022 – 2027
7.0 Conclusions and Recommendations
7.1 Advertisers and Media Companies
7.2 Artificial Intelligence Providers
7.3 Automotive Companies
7.4 Broadband Infrastructure Providers
7.5 Communication Service Providers
7.6 Computing Companies
7.7 Data Analytics Providers
7.8 Emerging Technology (AR, VR, and MR) Providers
7.9 Networking Equipment Providers
7.10 Networking Security Providers
7.11 Semiconductor Companies
7.12 IoT Suppliers and Service Providers
7.13 Software Providers
7.14 Smart City System Integrators
7.15 Automation System Providers
7.16 Social Media Companies
7.17 Workplace Solution Providers
7.18 Enterprises and Governments

Figures

Figure 1: IoT Functional Structure
Figure 2: IoT Network Architecture
Figure 3: IoT AI Architecture
Figure 4: Defining the Artificial Intelligence of Things
Figure 5: Data Management in AIoT
Figure 6: AIoT and Digital Transformation
Figure 7: IoT Edge Architecture
Figure 8: IoT Digital Twin Architecture
Figure 9: 5G IoT Architecture
Figure 10: IoT Cloud Architecture
Figure 11: IoT Wireless Sensor Mapping
Figure 12: IoT Patient Monitoring
Figure 13: Consumer IoT Device Vendors
Figure 14: Enterprise and Industrial IoT Device Vendors
Figure 15: IoT Component Vendors
Figure 16: IoT Platform Vendors
Figure 17: IoT Software and Service Vendors
Figure 18: Bosch IoT Framework
Figure 19: Global IoT Technology Market 2022 – 2027
Figure 20: Global AI Equipped IoT Technology Market 2022 – 2027
Figure 21: Global 5G Driven IoT Technology Market 2022 – 2027
Figure 22: Global Edge Enabled IoT Technology Market 2022 – 2027
Figure 23: Global Blockchain Based IoT Technology Market 2022 – 2027
Figure 24: Global IoT Technology Market in Smart Cities 2022 – 2027
Figure 22: Global IoT Technology Unit Shipment 2022 – 2027

Tables

Table 1: IoT Partnerships and Alliances
Table 2: IoT Processor Comparison
Table 3: Routing, Switching, and Security Solutions
Table 4: Global IoT Technology Market by Type 2022 – 2027
Table 5: Global IoT Technology Market by Hardware Type 2022 – 2027
Table 6: Global IoT Technology Market by Node Component Type 2022 – 2027
Table 7: Global IoT Technology Market by Sensor Type 2022 – 2027
Table 8: Global IoT Technology Market by Processor Type 2022 – 2027
Table 9: Global IoT Technology Market by Memory Device Type 2022 – 2027
Table 10: Global IoT Technology Market by Chipsets Type 2022 – 2027
Table 11: Global IoT Technology Market by Connectivity IC Type 2022 – 2027
Table 12: Global IoT Technology Market by Wired Connectivity IC Type 2022 – 2027
Table 13: Global IoT Technology Market by Wireless Connectivity IC Type 2022 – 2027
Table 14: Global IoT Technology Market by Logic Device Type 2022 – 2027
Table 15: Global IoT Technology Market by Network Infrastructure Type 2022 – 2027
Table 16: Global IoT Technology Market by Server Type 2022 – 2027
Table 17: Global IoT Technology Market by Connectivity Equipment Type 2022 – 2027
Table 18: Global IoT Technology Market by Software Type 2022 – 2027
Table 19: Global IoT Technology Market by Application Software Type 2022 – 2027
Table 20: Global IoT Technology Market by Analytics Software Type 2022 – 2027
Table 21: Global IoT Technology Market by Platform Software Type 2022 – 2027
Table 22: Global IoT Technology Market by Security Software Type 2022 – 2027
Table 23: Global IoT Technology Market by Service Type 2022 – 2027
Table 24: Global IoT Technology Market by Professional Service Type 2022 – 2027
Table 25: Global IoT Technology Market by Industry Vertical 2022 – 2027
Table 26: Global IoT Technology Market by Wearable Device Application 2022 – 2027
Table 27: Global IoT Technology Market by Healthcare and Medical Application 2022 – 2027
Table 28: Global IoT Technology Market by Consumer Electronic Application 2022 – 2027
Table 29: Global IoT Technology Market by Building Automation Application 2022 – 2027
Table 30: Global IoT Technology Market by Industrial Application 2022 – 2027
Table 31: Global IoT Technology Market by Automotive and Transportation Application 2022 – 2027
Table 32: Global IoT Technology Market by Connected Car Application 2022 – 2027
Table 33: Global IoT Technology Market by Driver Assistance Application 2022 – 2027
Table 34: Global IoT Technology Market by Partial Automation Application 2022 – 2027
Table 35: Global IoT Technology Market by Conditional Automation Application 2022 – 2027
Table 36: Global IoT Technology Market by High Automation Application 2022 – 2027
Table 37: Global IoT Technology Market by Traffic Management Application 2022 – 2027
Table 38: Global IoT Technology Market by Retail and Apparel Application 2022 – 2027
Table 39: Global IoT Technology Market by Banking and Financial Application 2022 – 2027
Table 40: Global IoT Technology Market by Military and Government Application 2022 – 2027
Table 41: Global IoT Technology Market by Telecommunication and IT Application 2022 – 2027
Table 42: Global IoT Technology Market by Agriculture Application 2022 – 2027
Table 43: Global IoT Technology Market by Security and Surveillance Application 2022 – 2027
Table 44: Global IoT Technology Market by Supply Chain and Logistics Application 2022 – 2027
Table 45: Global IoT Technology Market by Aerospace and Defense Application 2022 – 2027
Table 46: Global IoT Technology Market by Oil, Gas, and Mining Application 2022 – 2027
Table 47: Global IoT Technology Market by Education Application 2022 – 2027
Table 48: Global IoT Technology Market by Legal and Compliance Application 2022 – 2027
Table 49: Global IoT Technology Market by IoT Sector 2022 – 2027
Table 50: Global AI Equipped IoT Technology Market by Type 2022 – 2027
Table 51: Global AI Equipped IoT Technology Market by Node Component Type 2022 – 2027
Table 52: Global AI Equipped IoT Technology Market by Network Infrastructure Type 2022 – 2027
Table 53: Global AI Equipped IoT Technology Market by Software Type 2022 – 2027
Table 54: Global AI Equipped IoT Technology Market by Service Type 2022 – 2027
Table 55: Global AI Equipped IoT Technology Market by AI Technology Type 2022 – 2027
Table 56: Global AI Equipped IoT Technology Market by Machine Learning Technology 2022 – 2027
Table 57: Global AI Equipped IoT Technology Market by IoT Sector 2022 – 2027
Table 58: Global 5G Driven IoT Technology Market by Type 2022 – 2027
Table 59: Global 5G Driven IoT Technology Market by Node Component Type 2022 – 2027
Table 60: Global 5G Driven IoT Technology Market by Network Infrastructure Type 2022 – 2027
Table 61: Global 5G Driven IoT Technology Market by Software Type 2022 – 2027
Table 62: Global 5G Driven IoT Technology Market by Service Type 2022 – 2027
Table 63: Global 5G Driven IoT Technology Market by IoT Sector 2022 – 2027
Table 64: Global Edge Enabled IoT Technology Market by Type 2022 – 2027
Table 65: Global Edge Enabled IoT Technology Market by Node Component Type 2022 – 2027
Table 66: Global Edge Enabled IoT Technology Market by Network Infrastructure Type 2022 – 2027
Table 67: Global Edge Enabled IoT Technology Market by Software Type 2022 – 2027
Table 68: Global Edge Enabled IoT Technology Market by Service Type 2022 – 2027
Table 69: Global Edge Enabled IoT Technology Market by IoT Sector 2022 – 2027
Table 70: Global Blockchain Based IoT Technology Market by Type 2022 – 2027
Table 71: Global Blockchain Based IoT Technology Market by Node Component Type 2022 – 2027
Table 72: Global Blockchain Based IoT Technology Market by Network Infrastructure Type 2022 – 2027
Table 73: Global Blockchain Based IoT Technology Market by Software Type 2022 – 2027
Table 74: Global Blockchain Based IoT Technology Market by Service Type 2022 – 2027
Table 75: Global Blockchain Based IoT Technology Market by IoT Sector 2022 – 2027
Table 76: Global IoT Technology Market in Smart Cities by Type 2022 – 2027
Table 77: Global IoT Technology Market in Smart Cities by Node Component Type 2022 – 2027
Table 78: Global IoT Technology Market in Smart Cities by Network Infrastructure Type 2022 – 2027
Table 79: Global IoT Technology Market in Smart Cities by Software Type 2022 – 2027
Table 80: Global IoT Technology Market in Smart Cities Market by Service Type 2022 – 2027
Table 81: Global IoT Technology Market in Smart Cities by IoT Sector 2022 – 2027
Table 82: Global IoT Technology Market by Region 2022 – 2027
Table 83: APAC IoT Technology Market by Country 2022 – 2027
Table 84: North America IoT Technology Market by Country 2022 – 2027
Table 85: Europe IoT Technology Market by Country 2022 – 2027
Table 86: MEA IoT Technology Market by Country 2022 – 2027
Table 87: Latin America IoT Technology Market by Country 2022 – 2027
Table 88: Global IoT Technology Unit Shipment by Type 2022 – 2027
Table 89: Global IoT Semiconductor Unit Shipment by Type 2022 – 2027
Table 90: Global IoT Semiconductor Unit Shipment by Node Component Type 2022 – 2027
Table 91: Global IoT Semiconductor Unit Shipment by Networking Equipment Type 2022 – 2027
Table 92: Global IoT Semiconductor Unit Shipment by Connectivity Equipment Type 2022 – 2027
Table 93: Global IoT Semiconductor Unit Shipment by Software Type 2022 – 2027
Table 94: Global IoT Unit Shipment by Region 2022 – 2027
Table 95: APAC IoT Unit Shipment by Country 2022 – 2027
Table 96: North America IoT Unit Shipment by Country 2022 – 2027
Table 97: Europe IoT Unit Shipment by Country 2022 – 2027
Table 98: MEA IoT Unit Shipment by Country 2022 – 2027
Table 99: Latin America IoT Unit Shipment by Country 2022 – 2027

IoT Data Management and Analytics Market by Technology, Infrastructure, Deployment Model (Cloud vs. Premise), Solutions, Applications and Services in Industry Verticals

1 Executive Summary
2 IoT Data Management and Analytics Market Overview
2.1 IoT Data Management and Analytics Market Ecosystem
2.2 Overall IoT Data Management and Analytics Market Opportunity
2.3 Regional IoT Data Management and Analytics Market Outlook
3 Introduction to IoT Data Management and Analytics
3.1 IoT Data in the Emerging Data Economy
3.1.1 IoT Data Strategy
3.1.2 IoT and the Analytics of Things
3.1.3 Specific Strategic Considerations
3.1.3.1 Focus on Data Tiers
3.1.3.2 Maintain a Value-based Approach
3.1.3.3 Foster an Open Development Environment
3.2 Unique IoT Data Management Requirements
3.2.1 IoT Structured and Unstructured Data
3.2.2 Key IoT Data Characteristics
3.2.2.1 IoT Data in Real-Time
3.2.2.2 Massive Volumes of IoT Data
3.2.2.3 IoT Data Generates Useful Insights
3.3 IoT Data Management Operations
3.3.1 Basic Data Implementation and Operational Challenges
3.3.1.1 IoT Data Scalability
3.3.1.2 IoT Data Integration
3.3.2 Data Management and Processing Raw Data
3.3.3 Centralized Storage and Decentralized Processing
3.3.4 Accessing and Exchanging IoT Data via APIs
3.3.5 Data Security and Personal Information Privacy
3.4 Monetizing IoT Data and Analytics
3.4.1 IoT Data vs. IoT Data Analytics
3.4.1.1 IoT Data
3.4.1.2 IoT Data Analytics
3.4.2 Key IoT Data Management Monetization Issues
3.4.2.1 IoT Data Ownership
3.4.2.2 IoT Data Care of Custody
3.4.3 Direct vs. Indirect Monetization
3.4.4 Internal vs. External Enterprise IoT Data Monetization
3.4.4.1 Enterprise Data and Analytics: Internal Monetization
3.4.4.2 Enterprise Data and Analytics: External Monetization
3.4.5 Public Data Monetization
3.4.6 Hybrid IoT Monetization
3.4.7 IoT Data Management and Analytics Monetization
3.4.7.1 IoT Data as a Service
3.4.7.2 IoT Data Analytics as a Service
3.4.7.3 Decisions as a Service
3.5 IoT Data Operational Requirements
3.5.1 IoT OSS and BSS
3.5.1.1 IoT Operational Support Systems
3.5.1.2 IoT Billing Support Systems
3.5.2 IoT Mediation and Orchestration
3.5.2.1 IoT Mediation and Orchestration Functionality
3.5.2.1.1 IoT Mediation and Orchestration: Virtualization
3.5.2.1.2 IoT Mediation and Orchestration: Identity Management
3.5.2.1.3 Emerging Technologies for IoT Mediation and Orchestration
3.5.2.2 IoT Mediation and Orchestration in Support of Industry Verticals
3.5.2.3 Communication Service Provider Role in IoT Mediation and Orchestration Ecosystem
3.5.2.4 IoT Mediation and Orchestration Roadmap
3.6 Market Outlook for IoT Data Analytics
3.6.1 IoT Data Management is a Ubiquitous Opportunity across Enterprise
3.6.2 IoT Data becomes a Big Revenue Opportunity by 2028
3.6.3 Organizations increasing Adopt Predictive Analytics with IoT Data
3.6.4 Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
3.6.5 Intelligent Strategy and Smart Investment in IoT Data Analytics
3.6.6 IoT Data to Produce Substantial Operational Savings and Generate New Business
3.6.7 Tools Designed Specifically for IoT Data Management and Analytics
3.6.8 IoT Data Management and Analytics Roadmap 2016 to 2025
3.6.8.1 IoT Data Landscape from 2020 to 2023
3.6.8.2 IoT Data Landscape from 2024 to 2026
3.6.8.3 IoT Data Landscape from 2027 and Beyond
4 IoT Data Management and Analytics Market Dynamics
4.1 IoT Data Management Drivers
4.2 IoT Data Management Challenges
5 IoT Data Platform Providers
5.1 Amdocs
5.2 AppDirect, Inc.
5.3 City Data Exchange
5.4 Horadata
5.5 Interdigital
5.6 Optiva (formerly RedKnee)
5.7 Terbine
5.8 Tilepay
6 Technologies Enabling IoT Data
6.1 Present Technologies are Not Suitable for IoT Data
6.1.1 Enhanced Tools needed for Machine Generated Data in IoT
6.1.2 Advantages and Limitations of Hadoop in IoT Data
6.2 Technologies Specially Developed for IoT Data
6.2.1 Emerging Unified Logging Layer Approach
6.2.2 Data Formatting for IoT Devices
6.2.3 Leading IoT Protocols
6.2.3.1 OASIS MQTT Ver. 3.1.1 Emerging as Fundamental Enabler for IoT Applications
6.2.3.2 XMPP Increases its Suitability for IoT
6.2.3.3 AMQP Provides Rich Capabilities for Distributed Systems
6.2.3.4 DDS enables IoT Network Interoperability
6.2.4 Analytics Platforms and Cloud based Data Storage for IoT Data
6.2.4.1 Cloud based Analytics Platforms for IoT
6.2.4.2 Cloud-based Data Storage Service and Management Toolsets
6.2.4.3 BDP Solutions for IoT Data Analysis
6.2.4.4 Framework and Platforms for Computing and Analyzing Edge Data
6.2.4.5 Predictivity Solutions and Platforms
6.2.4.6 Cloud based Analytics Systems for IoT
6.2.4.7 IoT Data and Analytics Database Systems
6.2.4.8 IoT Data Analytics Platforms and Services
7 Global IoT Data Market Analysis and Forecasts 2022 – 2027
7.1 Overall IoT Data Market Considerations and Outlook
7.1.1 Analytics for IoT Application Considerations
7.1.2 IoT Data Processing and Analysis Pilots to Predominate through 2028
7.2 Market Outlook and Forecasts for IoT Data 2022 – 2027
7.2.1 IoT Data by Region 2022 – 2027
7.2.2 IoT Data Analytics Service Opportunities
7.2.3 IoT Data Products 2022 – 2027
7.2.3.1 High Demand for Platforms Providing Full Stack IoT Data Functionality through 2028
7.2.3.2 Single Product Platforms for IoT Data poised for Rapid Growth
7.2.3.2.1 Deployment of Data Collection Solutions 2022 – 2027
7.2.3.2.2 Deployment of Data Storage 2022 – 2027
7.2.3.2.3 Deployment of Data Analytics 2022 – 2027
7.2.3.3 IoT Data Management Support Software a Major Growth Opportunity Area
7.2.4 Cloud vs. On-Premise IoT Data Platform Deployment 2022 – 2027
7.2.5 Streaming IoT Data Analytics Revenue 2022 – 2027
7.2.5.1 Global Streaming Data Analytics Revenue for IoT
7.2.5.1 Global Streaming IoT Data Analytics Revenue by App, Software, and Services
7.2.5.1 Global Streaming IoT Data Analytics Revenue in Industry Verticals
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Retail
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Retail Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Retail Revenue by App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Telecom and IT
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Telecom and IT Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Telecom & IT App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Energy and Utility
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Energy and Utility Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Energy and Utilities Revenue by App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Government
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Government Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Government Revenue by App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Healthcare and Life Science
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Healthcare Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Healthcare Revenue by App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Manufacturing
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Manufacturing Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Manufacturing Revenue by App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Transportation & Logistics
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Transportation & Logistics Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Transportation & Logistics Revenue by App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Banking and Finance
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Banking and Finance Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Banking & Finance App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Smart Cities
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Smart City Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Smart City App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Automotive
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Automobile Industry Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Automotive Industry App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Education
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Education Industry Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Education Industry App, Software, and Service
7.2.5.1.1 Streaming IoT Data Analytics Revenue in Outsourcing Services
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Outsourcing Segment
7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Outsourcing Industry App, Software, and Service
7.2.5.1 Streaming IoT Data Analytics Revenue by Leading Vendor Platform
7.2.6 Global IoT Data by Industry Sector 2022 – 2027
7.2.6.1 Healthcare Sector IoT Data 2022 – 2027
7.2.6.2 Retail Sector in IoT Data 2022 – 2027
7.2.6.3 Manufacturing and Industrial Automation and IoT Data 2022 – 2027
7.2.6.4 HVAC Industry in IoT Data 2022 – 2027
7.2.6.5 Oil & Cargo Industry in IoT 2022 – 2027
7.2.6.6 Transport & Cargo Industry in IoT Data 2022 – 2027
7.2.6.7 Utility Industry in IoT Data 2022 – 2027
7.2.6.8 Consumer Electronics Industry in IoT Data 2022 – 2027
7.2.7 IoT Data as a Service 2022 – 2027
7.3 IoT Data Infrastructure ROI Assessment
7.3.1 Factors Determining ROI for IoT
7.3.2 ROI for IoT Investments by Industrial Sector
7.3.2.1 ROI Assessment for IoT Data in the Retail Sector
7.3.2.2 ROI Assessment for IoT Data in the Healthcare Sector
8 Vendor Analysis
8.1 Key Vendor Trends in IoT Data
8.2 Large Companies to Lead through M&A and Partnerships
8.2.1 Early Beneficiaries: Established Companies in Analytics and Cloud Services
8.2.2 Flexible and Scalable Revenue Model will be Most Successful
8.3 Select Company Analysis
8.3.1 Recent Development of Major Players
8.3.2 Accenture
8.3.3 AGT International
8.3.4 Bosch Software Innovations
8.3.5 Capgemini
8.3.6 Cisco Systems, Inc.
8.3.7 GE Digital
8.3.8 Google
8.3.9 Intel Corporation
8.3.10 Lynx Software Technologies, Inc.
8.3.11 Maana, Inc.
8.3.12 Microsoft Corporation
8.3.13 MongoDB Inc.
8.3.14 ParStream (Cisco)
8.3.15 PTC
8.3.16 RIOT
8.3.17 SAP SE
8.3.18 SQLstream, Inc. (Guavus)
8.3.19 Tellient
8.3.20 Teradata Corporation
8.3.21 Wind River
9 IoT Data Management and Analytics Market Benefits, Capabilities, and Case Studies
9.1 IoT Data Analytics Solutions Benefits
9.2 Key Capabilities for Data Management in IoT
9.3 IoT Data Analytics Case Studies
9.3.1 AWS IoT Case Study
9.3.2 Predictive Analytics for Supply Chain Management
9.3.3 American Instrumentation implements Azure-based IoT Solution
9.3.4 IoT-Commercial Real Estate Management
10 Conclusions and Recommendations
11 Appendix
11.1 Global Streaming IoT Data Analytics 2022 – 2027
11.2 Regional Streaming IoT Data Analytics 2022 – 2027
11.2.1 Regional Streaming IoT Data Highlights
11.2.2 Asia Pacific Market 2022 – 2027
11.2.3 Europe Market 2022 – 2027
11.2.4 North America Market 2022 – 2027
11.2.5 Latin America Market 2022 – 2027
11.2.6 Middle East and Africa Market 2022 – 2027
11.3 Streaming IoT Data Analytics by Country 2022 – 2027
11.3.1 Streaming IoT Data in Asia Pacific Countries 2022 – 2027
11.3.1.1 Leading Asia Pac Countries
11.3.1.2 Japan Market 2022 – 2027
11.3.1.3 China Market Revenue
11.3.1.4 India Market Revenue
11.3.1.5 Australia Market Revenue
11.3.2 Streaming IoT Data in Europe Countries 2022 – 2027
11.3.2.1 Leading European Countries
11.3.2.2 Germany Market Revenue
11.3.2.3 UK Market Revenue
11.3.2.4 France Market Revenue
11.3.3 Streaming IoT Data in North America Countries 2022 – 2027
11.3.3.1 Leading North American Countries
11.3.3.2 US Market Revenue
11.3.3.3 Canada Market Revenue
11.3.4 Streaming IoT Data in Latin America Countries 2022 – 2027
11.3.4.1 Leading Latin American Countries
11.3.4.2 Brazil Market Revenue
11.3.4.3 Mexico Market Revenue
11.3.5 Streaming IoT Data in the Middle East and Africa Countries 2022 – 2027
11.3.5.1 Leading Middle East and Africa Countries
11.3.5.2 South Africa Market Revenue
11.3.5.3 UAE Market Revenue

Figures

Figure 1: IT and OT IoT Data Merge
Figure 2: IoT Data Strategy impacts Architecture
Figure 3: A Vision of IoT Data by 2021
Figure 4: IoT Data vs. Non-IoT Unstructured Data
Figure 5: IoT Data Processing Flow
Figure 6: Distributed IoT Data Architecture
Figure 7: IoT Data Not Stored Only
Figure 8: Real-time IoT Data Management and Analytics
Figure 9: APIs enable IoT Data Access and Exchange
Figure 10: Security in IoT Data Architecture
Figure 11: IoT Data Care of Custody
Figure 12: Direct vs. Indirect IoT Data Monetization
Figure 13: Internal vs. External IoT Data Monetization
Figure 14: Merging IoT Data Sources – Hybrid Data
Figure 15: IoT Data Exchange Marketplace
Figure 16: IoT Mediation Architecture
Figure 17: IoT Identity Database Functionality
Figure 18: IoT Permissions Database
Figure 19: IoT Permissions Hierarchy
Figure 20: IoT Device Discovery and Alerting
Figure 21: IoT Device Discovery Dashboard
Figure 22: Smartphone Alert of Blocked IoT Connection Attempt
Figure 23: Smart Watch Alert of Blocked IoT Connection Attempt
Figure 24: IoT Mediation and Virtual Control of Real Objects
Figure 25: IoT Mediation in Industry Verticals
Figure 26: Phase One: Limited IoT Data Sharing without Formalized Mediation
Figure 27: Phase Two: IoT Data Sharing between Limited Industries
Figure 28: Phase Three: Broadly shared IoT Data across Industries and between Competitors
Figure 29: Inclusion of Predictive Models in Streaming IoT Data Analytics
Figure 30: Streaming IoT Data Sources Compared
Figure 31: Comparison of IoT Data Analytics Investment Focus
Figure 32: IoT Data Analytics Technology and Tool Choice in Enterprise
Figure 33: IoT Data Operational Savings and New Revenue Opportunities
Figure 34: IoT Data Management and Analytics Roadmap 2016 to 2025
Figure 35: IoT Data Management and Analytics Market Drivers and Challenges
Figure 36: IoT Data Platform Functions
Figure 37: IoT Data Market 2022 – 2027
Figure 38: Regional IoT Data Management 2022 – 2027
Figure 39: IoT Data by Platform and Software 2022 – 2027
Figure 40: Full Stack Platforms for IoT Data 2022 – 2027
Figure 41: Single Product Platforms for IoT Data 2022 – 2027
Figure 42: IoT Data Collection Solutions 2022 – 2027
Figure 43: Regional IoT Data Collection Solutions 2022 – 2027
Figure 44: IoT Data Storage Solutions 2022 – 2027
Figure 45: Regional IoT Data Storage Solutions 2022 – 2027
Figure 46: IoT Data Analytics Solutions 2022 – 2027
Figure 47: Regional IoT Data Analytics Solutions 2022 – 2027
Figure 48: IoT Data Support Software 2022 – 2027
Figure 49: IoT Data by Deployment Model 2022 – 2027
Figure 50: Global Streaming IoT Data Analytics 2022 – 2027
Figure 51: IoT Data by Industry Vertical 2022 – 2027
Figure 52: IoT Data by Healthcare Industry 2022 – 2027
Figure 53: Regional IoT Data by Healthcare Industry 2022 – 2027
Figure 54: IoT Data by Retail Industry 2022 – 2027
Figure 55: Regional IoT Data by Retail Industry 2022 – 2027
Figure 56: IoT Data by Manufacturing Industry 2022 – 2027
Figure 57: Regional IoT Data by Manufacturing Industry 2022 – 2027
Figure 58: Investment in IoT Data by HVAC Industry 2022 – 2027
Figure 59: Regional Investment in IoT Data by HVAC Industry 2022 – 2027
Figure 60: IoT Data by Oil and Gas Industry 2022 – 2027
Figure 61: Regional IoT Data by Oil and Gas Industry 2022 – 2027
Figure 62: IoT Data by Transport and Cargo Industry 2022 – 2027
Figure 63: Regional IoT Data by Transport and Cargo Industry 2022 – 2027
Figure 64: IoT Data by Utility Industry 2022 – 2027
Figure 65: IoT Data by Utility Industry 2022 – 2027
Figure 66: IoT Data by Consumer Electronics Industry 2022 – 2027
Figure 67: Regional IoT Data by Consumer Electronics Industry 2022 – 2027
Figure 68: IoT Data-as-a-Service Market 2022 – 2027
Figure 69: IoT Data-as-a-Service Revenue by Region 2022 – 2027
Figure 70: IoT Data-as-a-Service Revenue by Industry Sector 2022 – 2027
Figure 71: Global ROI Assessment of IoT Data Investment 2022 – 2027
Figure 72: ROI Assessment of IoT Data by Retail Sector 2022 – 2027
Figure 73: IoT Data in Retail Sector by ROI Factor 2022 – 2027
Figure 74: ROI Assessment of IoT Data by Healthcare Sector 2022 – 2027
Figure 75: IoT Data in Healthcare Sector by ROI Factor 2022 – 2027
Figure 76: IoT Data Analytics Benefits
Figure 77: IoT Data Analytics Capabilities
Figure 78: IoT Technology and Solutions Stack

Tables

Table 1: IoT Data Market 2022 – 2027
Table 2: Regional IoT Data Management 2022 – 2027
Table 3: IoT Data by Platform and Software 2022 – 2027
Table 4: Full Stack Platforms for IoT Data
Table 5: Single Product Platforms for IoT Data 2022 – 2027
Table 6: IoT Data Collection Solutions 2022 – 2027
Table 7: Regional IoT Data Collection Solutions 2022 – 2027
Table 8: IoT Data Storage Solutions 2022 – 2027
Table 9: Regional IoT Data Storage Solutions 2022 – 2027
Table 10: IoT Data Analytics Solutions 2022 – 2027
Table 11: Regional IoT Data Analytics Solutions 2022 – 2027
Table 12: IoT Data Support Software 2022 – 2027
Table 13: IoT Data by Deployment Model 2022 – 2027
Table 14: Global Streaming IoT Data Analytics Revenue by App, Software, and Service 2022 – 2027
Table 15: Global Streaming IoT Data Analytics Revenue in Industry Vertical 2022 – 2027
Table 16: Retail Streaming IoT Data Analytics Revenue by Retail Segment 2022 – 2027
Table 17: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services 2022 – 2027
Table 18: Telecom & IT Streaming IoT Data Analytics Rev by Segment 2022 – 2027
Table 19: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services 2022 – 2027
Table 20: Energy & Utilities Streaming IoT Data Analytics Rev by Segment 2022 – 2027
Table 21: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services 2022 – 2027
Table 22: Government Streaming IoT Data Analytics Revenue by Segment 2022 – 2027
Table 23: Government Streaming IoT Data Analytics Revenue by App, Software, and Services 2022 – 2027
Table 24: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment 2022 – 2027
Table 25: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services 2022 – 2027
Table 26: Manufacturing Streaming IoT Data Analytics Revenue by Segment 2022 – 2027
Table 27: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services 2022 – 2027
Table 28: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment 2022 – 2027
Table 29: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services 2022 – 2027
Table 30: Banking and Finance Streaming IoT Data Analytics Revenue by Segment 2022 – 2027
Table 31: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services 2022 – 2027
Table 32: Smart Cities Streaming IoT Data Analytics Revenue by Segment 2022 – 2027
Table 33: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services 2022 – 2027
Table 34: Automotive Streaming IoT Data Analytics Revenue by Segment 2022 – 2027
Table 35: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services 2022 – 2027
Table 36: Education Streaming IoT Data Analytics Revenue by Segment 2022 – 2027
Table 37: Education Streaming IoT Data Analytics Revenue by App, Software, and Services 2022 – 2027
Table 38: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment 2022 – 2027
Table 39: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services 2022 – 2027
Table 40: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2022 – 2027
Table 41: IoT Data by Industry Vertical 2022 – 2027
Table 42: IoT Data by Healthcare Industry 2022 – 2027
Table 43: Regional IoT Data by Healthcare Industry 2022 – 2027
Table 44: IoT Data by Retail Industry 2022 – 2027
Table 45: Regional IoT Data by Retail Industry 2022 – 2027
Table 46: IoT Data by Manufacturing Industry 2022 – 2027
Table 47: Regional IoT Data by Manufacturing Industry 2022 – 2027
Table 48: Investments in IoT Data by HVAC Industry 2022 – 2027
Table 49: Regional Investment in IoT Data by HVAC Industry 2022 – 2027
Table 50: IoT Data by Oil and Gas Industry 2022 – 2027
Table 51: Regional IoT Data by Oil and Gas Industry 2022 – 2027
Table 52: IoT Data by Transport and Cargo Industry 2022 – 2027
Table 53: Regional IoT Data by Transport and Cargo Industry 2022 – 2027
Table 54: IoT Data by Utility Industry 2022 – 2027
Table 55: IoT Data by Utility Industry 2018 – 2028
Table 56: IoT Data by Utility Industry 2022 – 2027
Table 57: Regional IoT Data by Consumer Electronics Industry 2022 – 2027
Table 58: IoT Data as a Service Market 2022 – 2027
Table 59: IoT Data as Service Revenue by Region 2022 – 2027
Table 60: IoT Data as a Service Revenue by Industry Vertical 2022 – 2027
Table 61: Global RoI Assessment of IoT Data Investment 2022 – 2027
Table 62: ROI Assessment of IoT Data Investment by Industry Sector 2022 – 2027
Table 63: ROI Assessment of IoT Data by Retail Sector 2022 – 2027
Table 64: IoT Data in Retail Sector by ROI Factor 2022 – 2027
Table 65: ROI Assessment of IoT Data by Healthcare Sector 2022 – 2027
Table 66: IoT Data in Healthcare Sector by ROI Factor 2022 – 2027
Table 67: Streaming IoT Data Analytics Revenue by Region 2022 – 2027
Table 68: APAC Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 69: APAC Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 70: APAC Streaming IoT Data Analytics by Leading Vendor Platforms 2022 – 2027
Table 71: Europe Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 72: Europe Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 73: Europe Streaming IoT Data Analytics by Leading Vendor Platforms 2022 – 2027
Table 74: North America Streaming IoT Data Analytics Revenue by Solution and Services 2022 – 2027
Table 75: North America Streaming IoT Data Analytics Revenue by Industry Vertical 2022 – 2027
Table 76: North America Streaming IoT Data Analytics by Leading Vendor Platforms 2022 – 2027
Table 77: Latin America Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 78: Latin America Streaming IoT Data Analytics Revenue by Industry Vertical 2022 – 2027
Table 79: Latin America Streaming IoT Data Analytics by Leading Vendor Platforms 2022 – 2027
Table 80: ME&A Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 81: ME&A Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 82: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2022 – 2027
Table 83: Streaming IoT Data Analytics by APAC Countries 2022 – 2027
Table 84: Japan Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 85: Japan Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 86: China Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 87: China Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 88: India Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 89: India Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 90: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2022 – 2027
Table 91: Australia Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 92: Streaming IoT Data Analytics by Europe Countries 2022 – 2027
Table 93: Germany Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 94: Germany Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 95: UK Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 96: UK Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 97: France Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 98: France Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 99: Streaming IoT Data Analytics by North America Countries 2022 – 2027
Table 100: US Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 101: US Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 102: Canada Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 103: Canada Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 104: Streaming IoT Data Analytics by Latin America Countries 2022 – 2027
Table 105: Brazil Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 106: Brazil Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 107: Mexico Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 108: Mexico Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 109: Streaming IoT Data Analytics by ME&A Countries 2022 – 2027
Table 110: South Africa Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 111: South Africa Streaming IoT Data Analytics by Industry Vertical 2022 – 2027
Table 112: UAE Streaming IoT Data Analytics by Solution and Services 2022 – 2027
Table 113: UAE Streaming IoT Data Analytics by Industry Vertical 2022 – 2027

Digital Twins Market by Technology, Twinning Type, Cyber-to-Physical Solutions, Use Cases and Applications in Industry Verticals

1.0 Executive Summary
2.0 Introduction
2.1 Overview
2.1.1 Understanding Digital Twinning
2.1.2 Cognitive Digital Twining
2.1.3 Digital Thread
2.1.4 Convergence of Sensors and Simulations
2.1.5 IoT APIs
2.1.6 Software Modules and Elements
2.1.7 Types of Digital Twinning
2.1.8 Digital Twinning Work Processes
2.1.9 Role and Importance of Digital Twinning
2.2 Related Technologies and Impact on Digital Twinning
2.2.1 Industrial Internet and Industry 4.0
2.2.2 Pairing Technology
2.2.3 Cyber-to-Physical Systems
2.2.4 AR, VR, and Mixed Reality
2.2.5 Artificial Intelligence and Machine Learning
2.2.6 Additive Manufacturing and 3D Printing
2.3 Potential Application and Outcome Analysis
2.3.1 Maintenance, Repair and Overhaul Operation
2.3.2 Digital Avatar of Consumer Assets
2.3.3 Performance/Service Monitoring
2.3.4 Inspection and Repairs
2.3.5 Predictive Maintenance
2.3.6 Product Design & Development
2.3.7 Composite Assembling/Manufacturing
2.3.8 Potential Business Outcomes
2.4 Digital Twinning Service Ecosystem
2.4.1 Industrial IoT
2.4.2 Consumer IoT
2.4.3 Industry Development
2.4.4 Digital Twinning as a Service
3.0 Digital Twins Company Assessment
3.1 ABB
3.2 Allerin Tech Pvt. Ltd.
3.3 Altair Engineering, Inc.
3.4 Amazon Web Services
3.5 ANSYS
3.6 Aucotec AG
3.7 Autodesk Inc.
3.8 Bentley Systems, Incorporated
3.9 CADFEM GmbH
3.10 Cisco Systems
3.11 Cityzenith
3.12 Cosmo Tech
3.13 Dassault Systems
3.14 Digital Twin Consortium
3.15 Digital Twin Technologies
3.16 DNV GL
3.17 DXC Technology
3.18 Eclipse Foundation
3.19 Emerson
3.20 Emesent
3.21 Faststream Technologies
3.22 FEINGUSS BLANK GmbH
3.23 Flowserve
3.24 Forward Networks
3.25 General Electric
3.26 Google
3.27 Hitachi Ltd.
3.28 Honeywell
3.29 HP
3.30 IBM
3.31 Industrial Internet Consortium
3.32 Intellias
3.33 Invicara
3.34 KBMax
3.35 Lanner Electronics
3.36 Microsoft
3.37 National Instruments
3.38 NavVis
3.39 Oracle
3.40 PETRA Data Science
3.41 Physical Web
3.42 Pratiti Technologies
3.43 Prodea System Inc.
3.44 PTC
3.45 QiO Technologies
3.46 Robert Bosch
3.47 SAP
3.48 Schneider
3.49 SenSat
3.50 Siemens
3.51 Sight Machine Inc.
3.52 Simplifa GmbH
3.53 Softweb Solutions Inc.
3.54 Sogeti Group
3.55 SWIM.AI
3.56 Synavision
3.57 Sysmex Corporation
3.58 TIBCO Software
3.59 Toshiba Corporation
3.60 UrsaLeo
3.61 Virtalis Limited
3.62 Visualiz
3.63 Wipro Limited
3.64 XenonStack
3.65 Zest Labs
4.0 Digital Twins Market Analysis and Forecasts 2022 to 2027
4.1 Global Digital Twins 2022 – 2027
4.2 Digital Twins Market by Type of Twinning 2022 – 2027
4.3 Digital Twins Applications 2022 – 2027
4.4 Digital Twins by Industry 2022 – 2027
4.4.1 Digital Twins in Manufacturing by Type 2022 – 2027
4.4.2 Digital Twins in Smart City by Type 2022 – 2027
4.4.3 Digital Twins in Automotive by Type 2022 – 2027
4.4.4 Digital Twins in Healthcare by Type 2022 – 2027
4.4.5 Digital Twins in Transport by Type 2022 – 2027
4.5 Digital Twins by Region 2022 – 2027
4.5.1 North America Digital Twins 2022 – 2027
4.5.2 South America Digital Twins 2022 – 2027
4.5.3 Europe Digital Twins 2022 – 2027
4.5.4 APAC Digital Twins 2022 – 2027
4.5.5 MEA Digital Twins 2022 – 2027
5.0 Conclusions and Recommendations

Figures

Figure 1: Digital Twinning Model
Figure 2: Building Blocks of Cognitive Digital Twinning
Figure 3: Digital Thread Model in Digital Manufacturing Transformation Processes
Figure 4: Example of Types of Digital Twinning
Figure 5: Industrial Internet Building Block and Digital Twinning
Figure 6: Additive Manufacturing Path and Goals
Figure 7: Digital Thread for Additive Manufacturing in AM Process
Figure 8: Data Fusion for MRO Operation
Figure 9: Composite Manufacturing Model
Figure 10: Digital Twinning Application and Outcomes
Figure 11: Global Digital Twins 2022 – 2027
Figure 12: Digital Twins Types 2022 – 2027
Figure 13: Digital Twins Applications 2022 – 2027
Figure 14: Digital Twins by Industry 2022 – 2027
Figure 15: Digital Twins in Manufacturing by Type 2022 – 2027
Figure 16: Digital Twins in Manufacturing by Application 2022 – 2027
Figure 17: Digital Twins in Smart City by Type 2022 – 2027
Figure 18: Digital Twins in Smart City by Application 2022 – 2027
Figure 19: Digital Twins in Automotive by Type 2022 – 2027
Figure 20: Digital Twins in Automotive by Application 2022 – 2027
Figure 21: Digital Twins in Healthcare by Type 2022 – 2027
Figure 22: Digital Twins in Healthcare by Application 2022 – 2027
Figure 23: Digital Twins in Transport by Type 2022 – 2027
Figure 24: Digital Twins in Transport by Application 2022 – 2027
Figure 25: Digital Twins by Region 2022 – 2027
Figure 26: North America Digital Twins by Country 2022 – 2027
Figure 27: North America Digital Twins by Industry 2022 – 2027
Figure 28: United States Digital Twins 2022 – 2027
Figure 29: Canada Digital Twins 2022 – 2027
Figure 30: Mexico Digital Twins 2022 – 2027
Figure 31: South America Digital Twins by Country 2022 – 2027
Figure 32: South America Digital Twins by Industry 2022 – 2027
Figure 33: Argentina Digital Twins 2022 – 2027
Figure 34: Brazil Digital Twins 2022 – 2027
Figure 35: Chile Digital Twins 2022 – 2027
Figure 36: Europe Digital Twins by Country 2022 – 2027
Figure 37: Europe Digital Twins by Industry 2022 – 2027
Figure 28: U.K. Digital Twins 2022 – 2027
Figure 39: Germany Digital Twins 2022 – 2027
Figure 40: France Digital Twins 2022 – 2027
Figure 41: Spain Digital Twins 2022 – 2027
Figure 42: Italy Digital Twins 2022 – 2027
Figure 43: Poland Digital Twins 2022 – 2027
Figure 44: Russia Digital Twins 2022 – 2027
Figure 45: APAC Digital Twins by Country 2022 – 2027
Figure 46: APAC Digital Twins by Industry 2022 – 2027
Figure 47: China Digital Twins 2022 – 2027
Figure 48: Japan Digital Twins 2022 – 2027
Figure 49: South Korea Digital Twins 2022 – 2027
Figure 50: Australia Digital Twins 2022 – 2027
Figure 51: India Digital Twins 2022 – 2027
Figure 52: MEA Digital Twins by Country 2022 – 2027
Figure 53: MEA Digital Twins by Industry 2022 – 2027
Figure 54: Qatar Digital Twins 2022 – 2027
Figure 55: Kuwait Digital Twins 2022 – 2027
Figure 56: Saudi Arabia Digital Twins 2022 – 2027
Figure 57: South Africa Digital Twins 2022 – 2027

Tables

Table 1: Global Digital Twins 2022 – 2027
Table 2: Digital Twins Market by Type of Twinning 2022 – 2027
Table 3: Digital Twins Applications 2022 – 2027
Table 4: Digital Twins by Industry 2022 – 2027
Table 5: Digital Twins in Manufacturing by Type 2022 – 2027
Table 6: Digital Twins in Manufacturing by Application 2022 – 2027
Table 7: Digital Twins in Smart City by Type 2022 – 2027
Table 8: Digital Twins in Smart City by Application 2022 – 2027
Table 9: Digital Twins in Automotive by Type 2022 – 2027
Table 10: Digital Twins in Automotive by Application 2022 – 2027
Table 11: Digital Twins in Healthcare by Type 2022 – 2027
Table 12: Digital Twins in Healthcare by Application 2022 – 2027
Table 13: Digital Twins in Transport by Type 2022 – 2027
Table 14: Digital Twins in Transport by Application 2022 – 2027
Table 15: Digital Twins by Region 2022 – 2027
Table 16: North America Digital Twins by Country 2022 – 2027
Table 17: North America Digital Twins by Industry 2022 – 2027
Table 18: South America Digital Twins by Country 2022 – 2027
Table 19: South America Digital Twins by Industry 2022 – 2027
Table 20: Europe Digital Twins by Country 2022 – 2027
Table 21: Europe Digital Twins by Industry 2022 – 2027
Table 22: APAC Digital Twins by Country 2022 – 2027
Table 23: APAC Digital Twins by Industry 2022 – 2027
Table 24: MEA Digital Twins by Country 2022 – 2027
Table 25: MEA Digital Twins by Industry 2022 – 2027

Teleoperation and Telerobotics Market by Technologies, Solutions, and Applications for Enterprise and Industrial Automation

1.0 Executive Summary
2.0 Introduction
2.1 Teleoperation and Telerobotics
2.1.1 Telepresence
2.1.2 Telemanipulator and Collaborative Robots
2.2 Teleoperation Control Scheme
2.3 Virtual Reality and Telepresence
2.4 Remotely Operated Vehicles
2.5 Industrial IoT Adoption, Productivity, and Economic Contribution
2.6 Smart Factories, Industrial Automation and Industry 4.0
2.7 Workforce Augmentation
2.8 Hybrid Enterprise
2.9 Drone Logistics
2.10 Coronavirus Impact and Teleoperation Uptake
2.11 Market Drivers and Challenges
2.12 Value Chain Analysis
2.12.1 Hardware Providers
2.12.2 Equipment Providers
2.12.3 Platform Providers
2.12.4 Software and Service Providers
3.0 Technology and Application Analysis
3.1 Infrastructure Technology
3.1.1 Connected/Molding Machine
3.1.2 Telerobot/Telemanipulator
3.1.2.1 Technical Architecture
3.1.2.1.1 Telerobot
3.1.2.1.2 Web Client
3.1.2.1.3 Communications
3.1.2.1.4 Transmission Protocol
3.1.2.2 Real-Time Transport Protocol
3.1.3 HMI Computing/Video Conferencing Device
3.1.4 Servers and Storage
3.1.5 Tele-maintenance Station
3.1.6 Hardware Equipment
3.2 Software Technology
3.2.1 Digital Twinning and Controlling
3.2.1.1 Virtual Objects and Control of Real Assets
3.2.1.2 Digital Twinning as a Service
3.2.2 Conferencing and Communication
3.2.3 Network Management and Security
3.2.4 Identity and Authentication
3.2.5 Remote Monitoring and Analytics
3.2.6 Real-Time Streaming
3.2.7 AI Software
3.2.7.1 Machine Learning
3.2.7.2 Context-Based Processing
3.2.7.3 Cognitive Computing
3.2.7.4 Swarm Computing
3.3 Potential Application Analysis
3.3.1 Videoconferencing
3.3.2 Telepresence
3.3.3 Live Streaming
3.3.4 Remote Surgery and Operation
3.3.5 Drone Logistics
3.3.6 Pipeline Inspection
3.3.7 Advertising and Sales
3.3.8 Hazardous Environments
3.3.9 Subsea Work
3.3.10 Building Communities
3.3.11 Space Exploration
3.4 Use Case Analysis
3.4.1 Manufacturing
3.4.2 Healthcare and Medical
3.4.3 Automotive
3.4.4 Logistics
3.4.5 Education
3.4.6 Entertainment
3.4.7 Marine
3.4.8 Oil, Gas, and Mining
3.4.9 Advertising
3.4.10 Agriculture
3.4.11 Space Management
3.5 Connectivity and Cloud Deployment
3.6 Bilateral Control and Haptic Feedback
3.6.1 Unilateral vs. Bilateral Model Performance
3.6.2 Tactile Robotics and Human-Like Dexterity
3.6.3 Telerobotic Interface
3.7 Convergence between IT and OT
3.8 Multi-Access Edge Computing and 5G Network
3.9 Industrial Prosumer
3.10 Connected Service and Teleoperation
4.0 Company Analysis
4.1 AppFolio
4.2 ABB Group
4.3 AGT Robotics
4.4 ARM Holdings
4.5 Bosch
4.6 Buildium
4.7 Console
4.8 Calvary Robotics
4.9 Cisco
4.10 CloudMinds
4.11 Contiki
4.12 H Robotics
4.13 Digi International
4.14 Entrata
4.15 Ekso Bionics
4.16 General Electric
4.17 Google
4.18 IBM
4.19 iRobot
4.20 Intuitive Surgical
4.21 Kuka AG
4.22 London Computer Systems
4.23 MRI Software
4.24 Nachi Fujikoshi
4.25 Omron Corporation
4.26 Property Boulevard
4.27 RealPage
4.28 Rockend
4.29 TOPS Software
4.30 Yardi Systems
5.0 Teleoperations and Telerobotics Market Analysis and Forecast 2022 – 2027
5.1 Global IIoT Teleoperation and Telerobotics Market 2022 – 2027
5.1.1 Consolidated IIoT Teleoperation and Telerobotics Market
5.1.2 IIoT Teleoperation and Telerobotics Market by Segment
5.1.2.1 IIoT Teleoperation and Telerobotics Market by Hardware
5.1.2.2 IIoT Teleoperation and Telerobotics Market by Equipment
5.1.2.3 IIoT Teleoperation and Telerobotics Market by Software
5.1.2.3.1 IIoT Teleoperation and Telerobotics Market by AI Software Technology
5.1.2.4 IIoT Teleoperation and Telerobotics Market by Service
5.1.2.4.1 IIoT Teleoperation and Telerobotics Market by Professional Service
5.1.3 IIoT Teleoperation and Telerobotics Market by Application
5.1.4 IIoT Teleoperation and Telerobotics Market by Industry Vertical
5.1.5 IIoT Teleoperation and Telerobotics Market by Deployment
5.1.6 IIoT Teleoperation and Telerobotics Market by Connectivity
5.2 Regional IIoT Teleoperation and Telerobotics Market 2022 – 2027
5.2.1 IIoT Teleoperation and Telerobotics Market by Region
5.2.2 North America IIoT Teleoperation and Telerobotics Market 2022 – 2027
5.2.3 Europe IIoT Teleoperation and Telerobotics Market 2022 – 2027
5.2.4 Asia Pacific IIoT Teleoperation and Telerobotics Market 2022 – 2027
5.2.5 Middle East IIoT Teleoperation and Telerobotics Market 2022 – 2027
5.2.6 Latin America IIoT Teleoperation and Telerobotics Market 2022 – 2027
6.0 Conclusions and Recommendations

Figures

Figure 1: Teleoperation System Architecture
Figure 2: Teleoperation Control Scheme
Figure 3: Hydraulic Injection Molding Machines
Figure 4: Telerobotics System Architecture
Figure 5: Surgical Robot Image
Figure 6: Marine Navigation Structure
Figure 7: Autonomous Navigation System Architecture
Figure 8: Agriculture Robotics and Autonomous Systems
Figure 9: Teleoperation Human Machine Haptic Interaction
Figure 10: Tactile Telerobot Architecture
Figure 11: Pelion Device to Data Platform
Figure 12: Bosch IoT Suite Framework
Figure 13: Calvary Extended Services
Figure 14: Ekso Bionic Exoskeleton
Figure 15: Global IIoT Teleoperation and Telerobotics Market 2022 – 2027

Tables

Table 1: Global IIoT Teleoperation and Telerobotics Market by Segment 2022 – 2027
Table 2: Global IIoT Teleoperation and Telerobotics Market by Hardware 2022 – 2027
Table 3: Global IIoT Teleoperation and Telerobotics Market by Equipment 2022 – 2027
Table 4: Global IIoT Teleoperation and Telerobotics Market by Software 2022 – 2027
Table 5: Global IIoT Teleoperation and Telerobotics Market by AI Software Technology 2022 – 2027
Table 6: Global IIoT Teleoperation and Telerobotics Market by Service 2022 – 2027
Table 7: Global IIoT Teleoperation and Telerobotics Market by Professional Service 2022 – 2027
Table 8: Global IIoT Teleoperation and Telerobotics Market by Application 2022 – 2027
Table 9: Global IIoT Teleoperation and Telerobotics Market by Industry Vertical 2022 – 2027
Table 10: Global IIoT Teleoperation and Telerobotics Market by Deployment 2022 – 2027
Table 11: Global IIoT Teleoperation and Telerobotics Market by Connectivity 2022 – 2027
Table 12: Global IIoT Teleoperation and Telerobotics Market by Region 2022 – 2027
Table 13: North America IIoT Teleoperation and Telerobotics Market by Segment 2022 – 2027
Table 14: North America IIoT Teleoperation and Telerobotics Market by Hardware 2022 – 2027
Table 15: North America IIoT Teleoperation and Telerobotics Market by Equipment 2022 – 2027
Table 16: North America IIoT Teleoperation and Telerobotics Market by Software 2022 – 2027
Table 17: North America IIoT Teleoperation and Telerobotics Market by AI Software Technology 2022 – 2027
Table 18: North America IIoT Teleoperation and Telerobotics Market by Service 2022 – 2027
Table 19: North America IIoT Teleoperation and Telerobotics Market by Professional Service 2022 – 2027
Table 20: North America IIoT Teleoperation and Telerobotics Market by Application 2022 – 2027
Table 21: North America IIoT Teleoperation and Telerobotics Market by Industry Vertical 2022 – 2027
Table 22: North America IIoT Teleoperation and Telerobotics Market by Deployment 2022 – 2027
Table 23: North America IIoT Teleoperation and Telerobotics Market by Connectivity 2022 – 2027
Table 24: North America IIoT Teleoperation and Telerobotics Market by Country 2022 – 2027
Table 25: Europe IIoT Teleoperation and Telerobotics Market by Segment 2022 – 2027
Table 26: Europe IIoT Teleoperation and Telerobotics Market by Hardware 2022 – 2027
Table 27: Europe IIoT Teleoperation and Telerobotics Market by Equipment 2022 – 2027
Table 28: Europe IIoT Teleoperation and Telerobotics Market by Software 2022 – 2027
Table 29: Europe IIoT Teleoperation and Telerobotics Market by AI Software Technology 2022 – 2027
Table 30: Europe IIoT Teleoperation and Telerobotics Market by Service 2022 – 2027
Table 31: Europe IIoT Teleoperation and Telerobotics Market by Professional Service 2022 – 2027
Table 32: Europe IIoT Teleoperation and Telerobotics Market by Application 2022 – 2027
Table 33: Europe IIoT Teleoperation and Telerobotics Market by Industry Vertical 2022 – 2027
Table 34: Europe IIoT Teleoperation and Telerobotics Market by Deployment 2022 – 2027
Table 35: Europe IIoT Teleoperation and Telerobotics Market by Connectivity 2022 – 2027
Table 36: Europe IIoT Teleoperation and Telerobotics Market by Country 2022 – 2027
Table 37: APAC IIoT Teleoperation and Telerobotics Market by Segment 2022 – 2027
Table 38: APAC IIoT Teleoperation and Telerobotics Market by Hardware 2022 – 2027
Table 39: APAC IIoT Teleoperation and Telerobotics Market by Equipment 2022 – 2027
Table 40: APAC IIoT Teleoperation and Telerobotics Market by Software 2022 – 2027
Table 41: APAC IIoT Teleoperation and Telerobotics Market by AI Software Technology 2022 – 2027
Table 42: APAC IIoT Teleoperation and Telerobotics Market by Service 2022 – 2027
Table 43: APAC IIoT Teleoperation and Telerobotics Market by Professional Service 2022 – 2027
Table 44: APAC IIoT Teleoperation and Telerobotics Market by Application 2022 – 2027
Table 45: APAC IIoT Teleoperation and Telerobotics Market by Industry Vertical 2022 – 2027
Table 46: APAC IIoT Teleoperation and Telerobotics Market by Deployment 2022 – 2027
Table 47: APAC IIoT Teleoperation and Telerobotics Market by Connectivity 2022 – 2027
Table 48: APAC IIoT Teleoperation and Telerobotics Market by Country 2022 – 2027
Table 49: ASEAN IIoT Teleoperation and Telerobotics Market by Country 2022 – 2027
Table 50: MEA IIoT Teleoperation and Telerobotics Market by Segment 2022 – 2027
Table 51: MEA IIoT Teleoperation and Telerobotics Market by Hardware 2022 – 2027
Table 52: MEA IIoT Teleoperation and Telerobotics Market by Equipment 2022 – 2027
Table 53: MEA IIoT Teleoperation and Telerobotics Market by Software 2022 – 2027
Table 54: MEA IIoT Teleoperation and Telerobotics Market by AI Software Technology 2022 – 2027
Table 55: MEA IIoT Teleoperation and Telerobotics Market by Service 2022 – 2027
Table 56: MEA IIoT Teleoperation and Telerobotics Market by Professional Service 2022 – 2027
Table 57: MEA IIoT Teleoperation and Telerobotics Market by Application 2022 – 2027
Table 58: MEA IIoT Teleoperation and Telerobotics Market by Industry Vertical 2022 – 2027
Table 59: MEA IIoT Teleoperation and Telerobotics Market by Deployment 2022 – 2027
Table 60: MEA IIoT Teleoperation and Telerobotics Market by Connectivity 2022 – 2027
Table 61: MEA IIoT Teleoperation and Telerobotics Market by Country 2022 – 2027
Table 62: Latin America IIoT Teleoperation and Telerobotics Market by Segment 2022 – 2027
Table 63: Latin America IIoT Teleoperation and Telerobotics Market by Hardware 2022 – 2027
Table 64: Latin America IIoT Teleoperation and Telerobotics Market by Equipment 2022 – 2027
Table 65: Latin America IIoT Teleoperation and Telerobotics Market by Software 2022 – 2027
Table 66: Latin America IIoT Teleoperation and Telerobotics Market by AI Software Technology 2022 – 2027
Table 67: Latin America IIoT Teleoperation and Telerobotics Market by Service 2022 – 2027
Table 68: Latin America IIoT Teleoperation and Telerobotics Market by Professional Service 2022 – 2027
Table 69: Latin America IIoT Teleoperation and Telerobotics Market by Application 2022 – 2027
Table 70: Latin America IIoT Teleoperation and Telerobotics Market by Industry Vertical 2022 – 2027
Table 71: Latin America IIoT Teleoperation and Telerobotics Market by Deployment 2022 – 2027
Table 72: Latin America IIoT Teleoperation and Telerobotics Market by Connectivity 2022 – 2027
Table 73: Latin America IIoT Teleoperation and Telerobotics Market by Country 2022 – 2027


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