Up to 88% of all IoT Platforms will contain some form of Digit Twins Capability by 2026
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This research also evaluates the emerging role of teleoperation and telerobotics in the era of Industry 4.0. It analyzes the impact of teleoperation and telerobotics solutions in different industry verticals and technology sectors. It also provides market forecasts for IIoT teleoperation and telerobotics systems, services, and solutions. It also evaluates the role of digital twin technology in teleoperation and telerobotics.
Select Research Findings:
- Up to 88% of all IoT Platforms will contain some form of digit twins capability by 2026
- Digital twins will become standard feature/functionality for IoT application enablement by 2025
- Over 94% of software player recognize the need for IoT APIs and platform integration with digital twins functionality
- Over 35% of executives across a broad spectrum of industrial verticals understand the benefits of digital twins and 72% of them plan to incorporate within their operations by 2026
Digital twinning refers to mapping the physical world to the digital world in which Internet of Things (IoT) platforms and software are leveraged to create a digital representation of a physical object or asset. The digital twin of a physical object can provide information about the asset such as its physical state and disposition. Accordingly, digital twins represent a form of physical-to-cyber convergence.
Digital twin solutions can be leveraged for many purposes ranging from design and simulations for production to observation and control in an operational environment. Digital twin systems also rely upon Artificial Intelligence (AI) for machine-based learning, analytics, and other AI-based, data-oriented processes. Accordingly, digital twin solutions are a good example of the power of the Artificial Intelligence of Things (IoT) as they leverage the convergence of AI and IoT.
Digital Twin Technology
Digital twin technology represents software that replicates physical machines enabling remote control and operation. Digital twinning enables a cyber object to replicate a real thing in both form and function, allowing control of real things (e.g. things in the real world such as a piece of equipment) by manipulating digital objects in a software-constructed world.The three primary scenarios for digital twin technology include:
- IoT Virtual-to-Real (V2R): Scenario in which virtual objects that can be provisioned and administered to interface with real objects, which will be necessary for many purposes, including monitoring and control
- IoT Real-to-Virtual (R2V): Scenario in which 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)
- IoT Virtual-to-Virtual (V2V): Scenario in which virtual objects are involved in 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.
Teleoperations Technology
Teleoperation represents the ability to operate equipment or a machine from a distance. A specific form of teleoperation involving remote control of a robot from a distance is referred to as telerobotics. Teleoperation and telerobotics are both supported by ICT infrastructure including broadband communications, sensors, machine to machine (M2M)communications, and various IoT technologies.Enhancements in wireless broadband are untethering teleoperation. Prior to 5G and Mobile Edge Computing (MEC), Teleoperation is largely relegated to fixed communications connections. 5G and MEC will enable Teleoperation anywhere there is 5G coverage, enabling many new consumer and industrial automation scenarios involving robotics.
Digital Twin and Teleoperation Solutions
There are many potential use cases for digital twinning including monitoring, simulation, and remote control of physical assets with virtual objects. Solutions focus on the part, product, process, and system twinning. We see digital twinning playing a key role in many IoT operations processes including IoT application development, testing, and control. Digital twinning can be very useful for modeling and simulations of new systems such as IoT enabled process automation. For example, it may be leveraged to allow management to become more familiar and comfortable with IoT based apps for enterprise and industrial solutions.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. Due in part to the need to pull many different resources together, we see a developing Digital Twinning as a Service (DTaaS) marketplace. DTaaS solutions will be leveraged for many purposes including design, operations management, systems optimization, and more.
Research Benefits:
- Digital Twin forecasts 2021 - 2026
- Understand the different types of digital twins
- Identify market challenges and opportunities for digital twin technology
- Understand the role of digital twins in development, simulations, and PLM
- Understand how virtual objects (software programs) function as an abstract of real-world things
- Understand how virtual reality will support digital twins and vice versa for advanced simulations and control
With the purchase of this report at the Multi-user License or greater level, you will have access to one hour with an expert analyst who will help you link key findings in the report to the business issues you're addressing. This will need to be used within three months of purchase.
This report also includes a complimentary Excel file with data from the report for purchasers at the Site License or greater level.
Table of Contents
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 2021 to 2026
4.1 Global Digital Twins 2021 - 2026
4.2 Digital Twins Market by Type of Twinning 2021 - 2026
4.3 Digital Twins Applications 2021 - 2026
4.4 Digital Twins by Industry 2021 - 2026
4.4.1 Digital Twins in Manufacturing by Type 2021 - 2026
4.4.2 Digital Twins in Smart City by Type 2021 - 2026
4.4.3 Digital Twins in Automotive by Type 2021 - 2026
4.4.4 Digital Twins in Healthcare by Type 2021 - 2026
4.4.5 Digital Twins in Transport by Type 2021 - 2026
4.5 Digital Twins by Region 2021 - 2026
4.5.1 North America Digital Twins 2021 - 2026
4.5.2 South America Digital Twins 2021 - 2026
4.5.3 Europe Digital Twins 2021 - 2026
4.5.4 APAC Digital Twins 2021 - 2026
4.5.5 MEA Digital Twins 2021 - 2026
5.0 Conclusions and Recommendations
Table of 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 2021 - 2026
Figure 12: Digital Twins Types 2021 - 2026
Figure 13: Digital Twins Applications 2021 - 2026
Figure 14: Digital Twins by Industry 2021 - 2026
Figure 15: Digital Twins in Manufacturing by Type 2021 - 2026
Figure 16: Digital Twins in Manufacturing by Application 2021 - 2026
Figure 17: Digital Twins in Smart City by Type 2021 - 2026
Figure 18: Digital Twins in Smart City by Application 2021 - 2026
Figure 19: Digital Twins in Automotive by Type 2021 - 2026
Figure 20: Digital Twins in Automotive by Application 2021 - 2026
Figure 21: Digital Twins in Healthcare by Type 2021 - 2026
Figure 22: Digital Twins in Healthcare by Application 2021 - 2026
Figure 23: Digital Twins in Transport by Type 2021 - 2026
Figure 24: Digital Twins in Transport by Application 2021 - 2026
Figure 25: Digital Twins by Region 2021 - 2026
Figure 26: North America Digital Twins by Country 2021 - 2026
Figure 27: North America Digital Twins by Industry 2021 - 2026
Figure 28: United States Digital Twins 2021 - 2026
Figure 29: Canada Digital Twins 2021 - 2026
Figure 30: Mexico Digital Twins 2021 - 2026
Figure 31: South America Digital Twins by Country 2021 - 2026
Figure 32: South America Digital Twins by Industry 2021 - 2026
Figure 33: Argentina Digital Twins 2021 - 2026
Figure 34: Brazil Digital Twins 2021 - 2026
Figure 35: Chile Digital Twins 2021 - 2026
Figure 36: Europe Digital Twins by Country 2021 - 2026
Figure 37: Europe Digital Twins by Industry 2021 - 2026
Figure 28: U.K. Digital Twins 2021 - 2026
Figure 39: Germany Digital Twins 2021 - 2026
Figure 40: France Digital Twins 2021 - 2026
Figure 41: Spain Digital Twins 2021 - 2026
Figure 42: Italy Digital Twins 2021 - 2026
Figure 43: Poland Digital Twins 2021 - 2026
Figure 44: Russia Digital Twins 2021 - 2026
Figure 45: APAC Digital Twins by Country 2021 - 2026
Figure 46: APAC Digital Twins by Industry 2021 - 2026
Figure 47: China Digital Twins 2021 - 2026
Figure 48: Japan Digital Twins 2021 - 2026
Figure 49: South Korea Digital Twins 2021 - 2026
Figure 50: Australia Digital Twins 2021 - 2026
Figure 51: India Digital Twins 2021 - 2026
Figure 52: MEA Digital Twins by Country 2021 - 2026
Figure 53: MEA Digital Twins by Industry 2021 - 2026
Figure 54: Qatar Digital Twins 2021 - 2026
Figure 55: Kuwait Digital Twins 2021 - 2026
Figure 56: Saudi Arabia Digital Twins 2021 - 2026
Figure 57: South Africa Digital Twins 2021 - 2026
Tables
Table 1: Global Digital Twins 2021 - 2026
Table 2: Digital Twins Market by Type of Twinning 2021 - 2026
Table 3: Digital Twins Applications 2021 - 2026
Table 4: Digital Twins by Industry 2021 - 2026
Table 5: Digital Twins in Manufacturing by Type 2021 - 2026
Table 6: Digital Twins in Manufacturing by Application 2021 - 2026
Table 7: Digital Twins in Smart City by Type 2021 - 2026
Table 8: Digital Twins in Smart City by Application 2021 - 2026
Table 9: Digital Twins in Automotive by Type 2021 - 2026
Table 10: Digital Twins in Automotive by Application 2021 - 2026
Table 11: Digital Twins in Healthcare by Type 2021 - 2026
Table 12: Digital Twins in Healthcare by Application 2021 - 2026
Table 13: Digital Twins in Transport by Type 2021 - 2026
Table 14: Digital Twins in Transport by Application 2021 - 2026
Table 15: Digital Twins by Region 2021 - 2026
Table 16: North America Digital Twins by Country 2021 - 2026
Table 17: North America Digital Twins by Industry 2021 - 2026
Table 18: South America Digital Twins by Country 2021 - 2026
Table 19: South America Digital Twins by Industry 2021 - 2026
Table 20: Europe Digital Twins by Country 2021 - 2026
Table 21: Europe Digital Twins by Industry 2021 - 2026
Table 22: APAC Digital Twins by Country 2021 - 2026
Table 23: APAC Digital Twins by Industry 2021 - 2026
Table 24: MEA Digital Twins by Country 2021 - 2026
Table 25: MEA Digital Twins by Industry 2021 - 2026
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 2021 - 2026
5.1 Global IIoT Teleoperation and Telerobotics Market 2021 - 2026
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 2021 - 2026
5.2.1 IIoT Teleoperation and Telerobotics Market by Region
5.2.2 North America IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.2.3 Europe IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.2.4 Asia Pacific IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.2.5 Middle East IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.2.6 Latin America IIoT Teleoperation and Telerobotics Market 2021 - 2026
6.0 Conclusions and Recommendations
Table of 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 2021 - 2026
Tables
Table 1: Global IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 2: Global IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 3: Global IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 4: Global IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 5: Global IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 6: Global IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 7: Global IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 8: Global IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 9: Global IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 10: Global IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 11: Global IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 12: Global IIoT Teleoperation and Telerobotics Market by Region 2021 - 2026
Table 13: North America IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 14: North America IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 15: North America IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 16: North America IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 17: North America IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 18: North America IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 19: North America IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 20: North America IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 21: North America IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 22: North America IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 23: North America IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 24: North America IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 25: Europe IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 26: Europe IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 27: Europe IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 28: Europe IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 29: Europe IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 30: Europe IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 31: Europe IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 32: Europe IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 33: Europe IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 34: Europe IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 35: Europe IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 36: Europe IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 37: APAC IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 38: APAC IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 39: APAC IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 40: APAC IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 41: APAC IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 42: APAC IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 43: APAC IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 44: APAC IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 45: APAC IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 46: APAC IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 47: APAC IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 48: APAC IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 49: ASEAN IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 50: MEA IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 51: MEA IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 52: MEA IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 53: MEA IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 54: MEA IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 55: MEA IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 56: MEA IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 57: MEA IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 58: MEA IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 59: MEA IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 60: MEA IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 61: MEA IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 62: Latin America IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 63: Latin America IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 64: Latin America IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 65: Latin America IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 66: Latin America IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 67: Latin America IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 68: Latin America IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 69: Latin America IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 70: Latin America IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 71: Latin America IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 72: Latin America IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 73: Latin America IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Companies Mentioned
- ABB Group
- AGT Robotics
- Allerin Tech Pvt. Ltd.
- Altair Engineering, Inc.
- Amazon
- ANSYS
- AppFolio
- ARM Holdings
- Aucotec AG
- Autodesk Inc.
- Bentley Systems, Incorporated
- Bosch
- Buildium
- CADFEM GmbH
- Calvary Robotics
- Cisco Systems
- Cityzenith
- CloudMinds
- Console
- Contiki
- Cosmo Tech
- Dassault Systems
- Digi International
- Digital Twin Consortium
- DNV GL
- DXC Technology
- Eclipse Foundation
- Ekso Bionics
- Emerson
- Emesent
- Entrata
- Faststream Technologies
- FEINGUSS BLANK GmbH
- Flowserve
- Forward Networks
- General Electric
- H Robotics
- Hitachi Ltd.
- Honeywell
- HP
- IBM
- Intellias
- Intuitive Surgical
- Invicara
- iRobot
- KBMax
- Kuka AG
- Lanner Electronics
- London Computer Systems
- Microsoft
- MRI Software
- Nachi Fujikoshi
- National Instruments
- NavVis
- Omron Corporation
- Oracle
- PETRA Data Science
- Pratiti Technologies
- Prodea System Inc.,
- Property Boulevard
- PTC
- QiO Technologies
- RealPage
- Rockend
- SAP
- Schneider
- SenSat
- Siemens
- Sight Machine Inc.
- Simplifa GmbH
- Softweb Solutions Inc.
- Sogeti Group
- SWIM.AI
- Synavision
- Sysmex Corporation
- TIBCO Software
- TOPS Software
- Toshiba Corporation
- UrsaLeo
- Virtalis Limited
- Visualiz
- Wipro Limited
- XenonStack
- Yardi Systems
- Zest Labs
Methodology
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