Connected Manufacturing Convergence: IIoT, Data Analytics, and Artificial Intelligence in Manufacturing 2017 - 2022
OVERVIEW:
IIoT is poised to transform many industry verticals including healthcare, retail, automotive, and transport. Initially focusing on improving existing processes and augmented current infrastructure, IIoT will evolve to encompass next generation methods and procedures. Data Analytics provides the means to process vast amounts of machine-generated and often unstructured data. Accordingly, Big Data technologies and predictive analytics enable stream lining of industrial processes. AI technology provides the means to further automate decision making and to engage machine learning for ongoing efficiency and effectiveness improvements.
This research evaluates IIoT technologies, companies, applications, services, and solutions. Report forecasts include overall global and regional IIoT outlook as well as IIoT by industry vertical, software, hardware, and services for the period 2017 to 2022. This research also evaluates the technologies, companies, and solutions involved in next generation manufacturing. The report assesses the impact of IIoT, Data Analytics, and AI on manufacturing efficiency and effectiveness. The report includes forecasts for each technology area as well as the global and regional outlook for manufacturing from 2017 to 2022. The research also assesses emerging AI business models, leading companies, and solutions. The report also provides forecasting for unit growth and revenue from 2017 – 2022 associated with AI supported predictive analytics solutions.
TARGET AUDIENCE:
IIoT is poised to transform many industry verticals including healthcare, retail, automotive, and transport. Initially focusing on improving existing processes and augmented current infrastructure, IIoT will evolve to encompass next generation methods and procedures. Data Analytics provides the means to process vast amounts of machine-generated and often unstructured data. Accordingly, Big Data technologies and predictive analytics enable stream lining of industrial processes. AI technology provides the means to further automate decision making and to engage machine learning for ongoing efficiency and effectiveness improvements.
This research evaluates IIoT technologies, companies, applications, services, and solutions. Report forecasts include overall global and regional IIoT outlook as well as IIoT by industry vertical, software, hardware, and services for the period 2017 to 2022. This research also evaluates the technologies, companies, and solutions involved in next generation manufacturing. The report assesses the impact of IIoT, Data Analytics, and AI on manufacturing efficiency and effectiveness. The report includes forecasts for each technology area as well as the global and regional outlook for manufacturing from 2017 to 2022. The research also assesses emerging AI business models, leading companies, and solutions. The report also provides forecasting for unit growth and revenue from 2017 – 2022 associated with AI supported predictive analytics solutions.
TARGET AUDIENCE:
- Internet of Things companies
- Artificial Intelligence companies
- Big Data and analytics companies
- Robotics and automation companies
- Cloud and Internet of Things companies
- Investment firms focused on automation
- Product and service providers of all types
- Governments and NGO R&D organizations
INDUSTRIAL IOT, DATA ANALYTICS, AND ARTIFICIAL INTELLIGENCE IN CONNECT MANUFACTURING 2017 – 2022
1 INTRODUCTION
1.1 Background
1.2 Scope of the Research
1.3 Target Audience
1.4 Company Coverage
2 EXECUTIVE SUMMARY
2.1 Global Connected Manufacturing Market
2.2 Top Line Growth
2.3 Success Factors
2.3.1 Partnerships for Value Added Services
2.3.2 Monetization Strategies
2.3.3 Establishing Predictable Recurring Income Streams
3 OVERVIEW
3.1 Current State of Manufacturing Industry
3.2 Manufacturing Industry’s Digital Transformation
3.3 IIoT a Base for Connected Manufacturing
3.4 Connected Manufacturing Outlook
3.5 Connected Manufacturing Applications
3.5.1 Optimizing Operations
3.5.2 Real-time Tracking of Assets, Equipment, and Raw Materials
3.5.3 Asset Health Monitoring and Predictive Maintenance
3.5.4 Manufacturing Analytics
3.5.5 Worker Safety
3.6 Future Market Potential for Connected Manufacturing
4 GLOBAL MARKET FOR CONNECTED MANUFACTURING
4.1 Factors Driving Market Growth through 2022
4.2 End-user Market by Product Type 2017 - 2022
4.2.1 Connected Manufacturing Consulting Services 2017 - 2022
4.2.2 Connectivity System Installation and Expansion 2017 - 2022
4.2.3 Sensors, Embedded Devices, and Wearables in Connected Manufacturing 2017 - 2022
4.3 Regional Forecasts 2017 - 2022
4.4 End-user Market by Application Type 2017 - 2022
4.5 Big Data Analytics in Connected Manufacturing 2017 - 2022
4.5.1 Big Data in Connected Manufacturing Solutions
4.5.2 Market Outlook for Big Data in Connected Manufacturing
4.6 Artificial Intelligence in Connected Manufacturing 2017 - 2022
4.7 Manufacturing Execution Systems
5 ROLE OF TECHNOLOGY IN CONNECTED MANUFACTURING
5.1 Enabling Technologies
5.2 AI and Connected Robotics
5.3 Crucial Role of Connectivity
5.4 Industrial Ethernet vs. Fieldbus
6 SELECT COMPANIES AND SOLUTIONS
6.1 Connected Manufacturing Vendor Ecosystem
6.2 Connected Manufacturing Vendor Considerations
6.3 Important Connected Manufacturing Solutions
6.3.1 Bosch
6.3.2 Cisco Inc.
6.3.3 GE
6.3.4 IBM Corp.
6.3.5 SAP
6.3.6 Software AG
FIGURES
Figure 1: Global Market for Connected Manufacturing
Figure 2: Connected Manufacturing Process Flow
Figure 3: Important Connected Manufacturing Applications
Figure 4: Consulting Services in Connected Manufacturing 2017 - 2022
Figure 5: Installation/Expansion of Connectivity Systems in Connected Manufacturing 2017 - 2022
Figure 6: Sensor, Embedded Devices, and Wearables in Connected Manufacturing 2017 - 2022
Figure 7: Big Data and Analytics Framework for Manufacturing
Figure 8: Connected Manufacturing Data Analytics Platforms 2017 - 2022
TABLES
Table 1: Global Connected Manufacturing Market
Table 2: End-User by Type of Product 2017 – 2022
Table 3: Consulting Services in Connected Manufacturing 2017 - 2022
Table 4: Installation/Expansion of Connectivity Systems in Connected Manufacturing 2017 - 2022
Table 5: Sensor, Embedded Devices, and Wearables in Connected Manufacturing 2017 - 2022
Table 6: Regional Market for Connected Manufacturing 2017 - 2022
Table 7: End-user Revenue by Application Type 2017 - 2022
Table 8: Big Data in Connected Manufacturing 2017 - 2022
INDUSTRIAL INTERNET OF THINGS (IIOT) TECHNOLOGIES, SOLUTIONS, AND SERVICES 2017 – 2022
1 INTRODUCTION
1.1 Scope of Research
1.2 Target Audience
1.3 Key Findings in Report
1.4 Companies in Report
2 EXECUTIVE SUMMARY
2.1 IIoT Markets by Region 2017 - 2022
2.2 IIoT Global Markets by Products 2017 - 2022
3 OVERVIEW
3.1 Defining Industrial Internet of Things
3.1.1 People, Processes, and Technology
3.1.2 IIoT and People
3.1.3 IIoT and Processes
3.1.4 IIoT and Technologies
3.2 Critical Focal Areas for IIoT Execution
3.3 IIoT Application Areas
3.3.1 Process Optimization
3.3.2 Enhance, Integrate and Scale existing Corporate IT Systems
3.3.3 Leverage Potential of Existing Infrastructure
3.4 Forming a Foundation for IIoT
3.4.1 Industrial Internet Consortium
3.4.2 Industry Leading Companies set the Pace
3.4.3 Industry Test Beds for IIoT
3.4.4 Industrial Internet Reference Architecture
3.5 Evaluating the Future Potential of IIoT
3.5.1 Cyber-security is a Critical Concern with IIoT
3.5.2 IIoT is Facilitating a Drive in Industrial Automation
3.5.3 Early IIoT Deployments to Benefit Existing Industries
3.5.4 IIoT will work in Collaboration to achieve Success
3.5.5 IIoT and the Fourth Industry Revolution
3.5.6 IIoT to Facilitate Transition to Smart Factories
3.5.7 Connected Factory: New Roles for Suppliers and Customers
3.5.8 IIoT and Product Transformation to an “as a Service” Economy
3.5.9 Intelligent Manufacturing: From Smart Factories to Smarter Factories
3.5.10 Teleoperation and Tele-robotics
3.5.11 IIoT and Fifth Generation (5G) Wireless
4 IIOT TECHNOLOGIES
4.1 Hardware Technologies
4.1.1 Hardware Development Platforms
4.1.2 Smart Sensors
4.2 Software Technologies
4.2.1 Connectivity Platforms
4.2.2 Data Storage Platforms
4.2.3 Data Analytics and Visualization Platforms
4.2.4 IoT Protocols
4.2.4.1 ZigBee
4.2.4.2 Message Queuing Telemetry Transport (MQTT)
4.2.4.3 XMPP Accelerates IoT
4.2.4.4 AMQP is Provides Rich Capabilities for Distributed Systems
4.2.4.5 DDS enables Network Interoperability in IoT
4.2.4.6 Thread
4.2.5 Next Generation Real Time Operating Systems (RTOS)
4.3 IIoT and Manufacturing Execution Systems (MES)
4.3.1 Role and Importance with IIoT
4.3.2 MES and Cyber-Physical Systems
4.3.3 MES in the Cloud and other Convergence
4.3.4 Future of IIoT Enabled MES
4.4 Network Technologies in IIoT
4.4.1 Wireless Local Area Network
4.4.2 Wireless Personal Area Network
4.4.3 Wireless Sensor Network
5 IIOT GLOBAL MARKET ANALYSIS AND FORECASTS 2017 - 2022
5.1 IIoT Markets by Region 2017 - 2022
5.2 IIoT Global Markets by Products Offered 2017 - 2022
5.2.1 IIoT in Hardware in 2017 – 2022
5.2.1.1 Connectivity platforms
5.2.1.2 Sensor Infrastructures
5.2.1.3 Hardware Development Platforms
5.2.2 IIoT in Software in 2017 – 2022
5.2.2.1 Data Storage
5.2.2.2 Software Development Platforms and Apps
5.2.2.3 Data Analytics Platform
5.2.2.4 Cyber-security Solutions
5.2.3 IIoT in Services 2017 – 2022
5.2.3.1 Cloud based Services
5.2.3.2 Management and Consulting Services
5.3 IIoT Global Markets by Industry Sector 2017 - 2022
5.3.1 IIoT Deployments in Manufacturing Sector 2017 – 2022
5.3.2 Healthcare in IIoT 2017 - 2022
5.3.3 Automotive Industry in IIoT 2017 - 2002
5.3.4 Retail Industry in IIoT 2017 - 2022
5.3.5 Oil and Gas Industry in IIoT 2017 - 2022
5.3.6 IIoT in Cargo and Logistic Sector 2017 – 2022
5.3.7 IIoT in Utilities Sector 2017 – 2022
5.3.8 IIoT in Hospitality Sector 2017 – 2022
5.4 Market for Teleoperation and Tele-robotics in IIoT 2016 – 2021
5.4.1 IIoT Teleoperation and Tele-robotics Solutions by Segment 2016 – 2021
5.4.2 IIoT Teleoperation and Tele-robotics Solutions by Region 2017 – 2022
5.4.3 IIoT Teleoperation and Tele-robotics Solutions by Tech and App 2017 – 2022
5.4.4 IIoT Teleoperation and Tele-robotics Solution by Industry Vertical 2017 – 2022
5.4.5 Artificial Intelligence in IIoT Teleoperation and Tele-robotics Solutions
6 COMPANY ANALYSIS
6.1 AGT International
6.2 ARM Holdings
6.3 AT&T Inc.
6.3.1 AT&T Machine to Machine Solutions
6.3.2 AT&T M2X
6.4 B+B SmartWorx
6.5 Bayshore Networks
6.6 Bosch
6.6.1 Bosch Connected Devices and Solutions GmbH
6.6.2 Bosch Software Innovations: Bosch IoT Suite
6.7 Cisco System Inc.
6.7.1 Cisco Industrial Networks
6.7.2 Cisco Embedded Networks
6.7.3 Management and Application Enablement
6.7.4 Physical and Cyber Cyber-security
6.7.5 Cisco IIoT Solutions
6.8 Contiki
6.9 Digi International
6.10 Echelon Corporation
6.10.1 Echelon’s IzoT Platform
6.11 Elecsys Corporation
6.12 General Electric
6.12.1 GE Predicitvity Solution
6.12.2 GE Predix Platform
6.13 Jasper Technologies Inc. (Cisco)
6.14 Lynx Software Technologies, Inc.
6.15 Object Management Group (OMG)
6.15.1 Data Distribution Service (DDS)
6.15.2 Dependability Assurance Framework for Safety-Sensitive Consumer Devices
6.15.3 Threat Modelling
6.15.4 Structured Assurance Case Meta-model (SACM)
6.15.5 Unified Component Model for Distributed, Real-Time and Embedded Systems (UCM)
6.15.6 Automated Source Code CWE-SANS Top 25-Based Cyber-security Measure
6.15.7 Oil and Gas Risk Management
6.16 OneM2M Partners
6.17 ParStream (Cisco)
6.18 RIOT
6.19 Real Time Innovation (RTI)
6.19.1 RTI Connext DDS
6.19.2 RTI Industrial IoT FastTrax Program
6.20 Sensata Technologies
6.21 Symantec
6.22 Unisys Corporation
6.23 Wind River
6.24 Worldsensing
6.25 Wovyn LLC.
FIGURES
FIGURE 1: IIoT Impact on Automation and Processes
FIGURE 2: Four Pillars of IIoT Execution
FIGURE 3: IoT Framework
FIGURE 4: 5G and IIoT
FIGURE 5: Requirements for Wireless IIoT Access Technology
FIGURE 6: Hardware Systems used in IIoT
FIGURE 7: Software Solutions used in IIoT
FIGURE 8: Smart Sensor Components
FIGURE 9: Smart Sensor Model
FIGURE 10: Smart Sensor Model with Functional Partitioning
FIGURE 11: IoT Data Processing Flow
FIGURE 12: Sensor Node Components
FIGURE 13: Wireless Sensor Network Topologies
FIGURE 14: Global IIoT Market 2017 – 2022
FIGURE 15: IIoT Regional Markets 2017 – 2022
FIGURE 16: IIoT Deployments in Manufacturing Sector 2017 – 2022
FIGURE 17: IIoT Deployments in Manufacturing Sector by Region2017 – 2022
FIGURE 18: IIoT Deployments in Healthcare Sector 2017 – 2022
FIGURE 19: IIoT Deployments in Healthcare Sector by Region 2017 – 2022
FIGURE 20: IIoT Deployments in Automotive Sector 2017 – 2022
FIGURE 21: IIoT Deployments in Automotive Sector by Regions 2017 – 2022
FIGURE 22: IIoT Deployments in Retail Sector 2017 – 2022
FIGURE 23: IIoT Deployments in Retail Sector by Region 2017 – 2022
FIGURE 24: IIoT Deployments in Oil and Gas Sector 2017 – 2022
FIGURE 25: IIoT Deployments in Oil and Gas Sector by Region 2017 – 2022
FIGURE 26: IIoT Deployments in Cargo and Logistics Sector 2017 – 2022
FIGURE 27: IIoT Deployments in Cargo and Logistics Sector by Region 2017 – 2022
FIGURE 28: IIoT in Utilities Sector 2017 – 2022
FIGURE 29: IIoT in Utility Sector by Region 2017 – 2022
FIGURE 30: IIoT in Hospitality Sector 2017 – 2022
FIGURE 31: IIoT in Hospitality Sector by Region 2017 – 2022
FIGURE 32: Embedded Systems and IIoT
FIGURE 33: Managing Devices, Processes, and End-users in IIoT
FIGURE 34: IIoT Management Platform: Cloud, Connectivity, and Devices
FIGURE 35: Fourth Generation Automation Software
TABLES
TABLE 1: Leading Proprietary RTOS in Embedded Systems
TABLE 2: Global IIoT Market 2017 – 2022
TABLE 3: IIoT Regional Markets 2017 - 2022
TABLE 4: IIoT Markets by Product Segment 2017 - 2022
TABLE 5: IIoT Regional Markets by Product Sub-segment 2017 - 2022
TABLE 6: Connectivity Platforms by Industry Sector 2017 -2022
TABLE 7: Connectivity Platforms by Regions 2017 -2022
TABLE 8: Sensor Infrastructure by Industry Sector 2017 -2022
TABLE 9: Sensor Infrastructure by Region 2017 -2022
TABLE 10: Hardware Platforms by Industry Sector 2017 -2022
TABLE 11: Hardware Platforms by Region 2017 -2022
TABLE 12: Data Storage by Industry Sector 2017 -2022
TABLE 13: Data Storage by Region 2017 -2022
TABLE 14: Software Development Platforms and Apps by Industry Sector 2017 -2022
TABLE 15: Software Development Platforms and Apps by Region 2017 -2022
TABLE 16: Data Analytics platform by Industry Sector 2017 -2022
TABLE 17: Data Analytics platform by Region 2017 -2022
TABLE 18: Cyber-security Solutions by Industry Sector 2017 -2022
TABLE 19: Cyber-security Solutions by Region 2017 -2022
TABLE 20: Cloud based Services by Industry Sector 2017 -2022
TABLE 21: Cloud based Services by Region 2017 -2022
TABLE 22: Management and Consulting Services by Industry Sector 2017 -2022
TABLE 23: Management and Consulting Services by Region 2017 -2022
TABLE 24: IIoT Global Markets for Industry Sector 2017 – 2022
TABLE 25: IIoT Deployments in Manufacturing Sector 2017 – 2022
TABLE 26: IIoT Deployments in Manufacturing Sector by Region 2017 – 2022
TABLE 27: IIoT Deployments in Manufacturing Sector by Product sub-segment 2017 – 2022
TABLE 28: IIoT Deployments in Healthcare Sector 2016 – 2021
TABLE 29: IIoT Deployments in Healthcare Sector by Region 2017 – 2022
TABLE 30: IIoT Deployments in Healthcare Sector by Product sub-segments 2017 – 2022
TABLE 31: IIoT Deployments in Automotive Sector 2017 – 2022
TABLE 32: IIoT Deployments in Automotive Sector by Region 2017 – 2022
TABLE 33: IIoT Deployments in Automotive Sector by Product Sub-segment 2017 – 2022
TABLE 34: IIoT Deployments in Retail Sector 2017 – 2022
TABLE 35: IIoT Deployments in Retail Sector by Region 2017 – 2022
TABLE 36: IIoT Deployments in Retail Sector by Product Sub-segment 2017 – 2022
TABLE 37: IIoT Deployments in Oil and Gas Sector 2017 – 2022
TABLE 38: IIoT Deployments in Oil and Gas Sector by Region 2017 – 2022
TABLE 39: IIoT Deployments in Oil and Gas by Product Sub-segment 2017 – 2022
TABLE 40: IIoT Deployments in Cargo and Logistics Sector 2017 – 2022
TABLE 41: IIoT Deployments in Cargo and Logistics Sector by Region 2017 – 2022
TABLE 42: IIoT Deployments in Cargo and Logistics Sector by Product Sub-segment 2017 – 2022
TABLE 43: IIoT in Utility Sector 2017 – 2022
TABLE 44: IIoT in Utility Sector by Region 2017 – 2022
TABLE 45: IIoT in Utility Sector by Product Sub-segment 2017 – 2022
TABLE 46: IIoT in Hospitality Sector 2017 – 2022
TABLE 47: IIoT in Hospitality Sector by Region 2017 – 2022
TABLE 48: IIoT in Hospitality Sector by Product Sub-segment 2017 – 2022
TABLE 49: Teleoperation and Tele-robotics Solution by Segment 2017 – 2022
TABLE 50: Teleoperation and Tele-robotics Solution Market by Region 2017 – 2022
TABLE 51: Teleoperation and Tele-robotics by Sector/Tech/App 2017 – 2022
TABLE 52: Teleoperation and Tele-robotics Solution by Industry Vertical 2017 – 2022
TABLE 53: AI in Teleoperation and Tele-robotics Software Market
ARTIFICIAL INTELLIGENCE IN BIG DATA ANALYTICS AND IOT: MARKET FOR DATA CAPTURE, INFORMATION AND DECISION SUPPORT SERVICES 2017 – 2022
1 INTRODUCTION
1.1 Executive Summary
1.2 Research Objectives
1.3 Key Findings
1.4 Target Audience
1.5 Companies in the Report
2 OVERVIEW
2.1 Artificial Intelligence and Machine Learning
2.2 AI Types
2.3 AI and ML Language
2.4 Artificial Intelligence Technology
2.4.1 Machine Learning
2.4.2 Natural Language Generation and Processing
2.4.3 Image Processing
2.4.4 Voice Recognition
2.4.5 Artificial Neural Network
2.4.6 Deep Learning
2.4.7 Others
2.5 AI and ML Technology Goal
2.5.1 Reasoning
2.5.2 Knowledge Representation
2.5.3 Planning
2.5.4 Learning
2.5.5 Communication
2.5.6 Machine Perception
2.5.7 Motion Manipulation
2.5.8 Social Intelligence
2.5.9 Creativity
2.5.10 Artificial General Intelligence
2.5.11 Computer Vision
2.5.12 Robotics
2.6 AI Approaches
2.6.1 Cybernetics and Brian Simulation
2.6.2 Symbolic
2.6.3 Sub-Symbolic
2.6.4 Statistical
2.6.5 Integration
2.7 AI Tools
2.7.1 Search and Optimization
2.7.2 Logic
2.7.3 Probability
2.7.4 Classifier and Statistics
2.7.5 Neural Network
2.7.6 Deep Feedforward Neural Network
2.7.7 Deep Recurrent Neural Network
2.7.8 Control Theory
2.7.9 Language
2.8 AI Outcome
2.8.1 Testing Tools
2.8.2 Virtual Assistant
2.8.3 AI Optimized IoT Hardware
2.8.4 Decision Management System
2.8.5 Biometrics Solution
2.8.6 Robotic Process Automation
2.9 Neural Network and Artificial Intelligence
2.10 Deep Learning and Artificial Intelligence
2.11 Predictive Analytics and Artificial Intelligence
2.12 Internet of Things and Big Data Analytics
2.13 IoT and Artificial Intelligence
2.14 Consumer IoT, Big Data Analytics, and Artificial Intelligence
2.15 Industrial IoT, Big Data Analytics, and Machine Learning
2.16 Artificial intelligence and cognitive computing
2.17 Transhumanism or H+ and Artificial Intelligence
2.18 Rise of the Analysis of Things
2.19 Supervised vs. Unsupervised Learning
2.20 AI as New form of UI
3 AI TECHNOLOGY IN BIG DATA AND IOT
3.1 Machine Learning Everywhere
3.1.1 Machine Learning as Open Source Technology
3.1.2 Machine Learning and Intelligent Discovery in IoT
3.1.3 Supervised and Unsupervised Machine Learning
3.1.4 Machine Learning as Big Data Analysis Technique
3.1.5 Machine Learning AI Robots
3.1.6 Machine Learning and Data Democratization
3.2 Machine Learning APIs and Big Data Development
3.2.1 Phases of Machine Learning APIs
3.2.2 Machine Learning API Challenges
3.2.3 Top Machine Learning APIs
3.2.3.1 IBM Watson API
3.2.3.2 Microsoft Azure Machine Learning API
3.2.3.3 Google Prediction API
3.2.3.4 Amazon Machine Learning API
3.2.3.5 BigML
3.2.3.6 AT&T Speech API
3.2.3.7 Wit.ai
3.2.3.8 AlchemyAPI
3.2.3.9 Diffbot
3.2.3.10 PredictionIO
3.2.4 Machine Learning API in General Application Environment
3.3 Enterprise Benefits of Machine Learning
3.4 Machine Learning in IoT Data
3.5 Ultra Scale Analytics and Artificial Intelligence
3.6 Rise of Algorithmic Business
3.7 Cloud Hosted Machine Intelligence
3.8 Contradiction of Machine Learning
3.9 Value Chain Analysis
3.9.1 AI and Machine Learning Companies
3.9.2 IoT Companies
3.9.3 Big Data Analytics Providers
3.9.4 Connectivity Solution and Infrastructure Providers
3.9.5 Hardware and Equipment Manufacturers
3.9.6 Developers and Data Scientists
3.9.7 End Users
4 AI TECHNOLOGY APPLICATION AND USE CASE
4.1 Intelligence Performance Monitoring
4.2 Infrastructure Monitoring
4.3 Generating Accurate Models
4.4 Recommendation Engine
4.5 Blockchain and Crypto Technologies
4.6 Enterprise Application
4.7 Contextual Awareness
4.8 Customer Feedback
4.9 Self-Driving Car
4.10 Fraud Detection System
4.11 Personalized Medicine and Healthcare Service
4.12 Predictive Data Modelling
4.13 Smart Machines
4.14 Cybersecurity Solutions
4.15 Autonomous Agents
4.16 Intelligent Assistant
4.17 Intelligent Decision Support System
4.18 Risk Management
4.19 Data Mining and Management
4.20 Intelligent Robotics
4.21 Financial Technology
4.22 Machine Intelligence
5 AI TECHNOLOGY IMPACT ON VERTICAL MARKET
5.1 Enterprise Productivity Gain
5.2 Digital Twinning and Physical Asset Security
5.3 IT Process Efficiency Increase
5.4 AI to Replace Human Form Work
5.5 Enterprise AI Adoption Trends
5.6 Inclusion of AI as IT Requirement
6 AI PREDICTIVE ANALYTICS IN VERTICAL INDUSTRY
6.1.1 E-Commerce Services
6.1.2 Banking and Finance Services
6.1.3 Manufacturing Services
6.1.4 Real Estate Services
6.1.5 Government and Public Services
7 AI SOLUTION IN BIG DATA AND IOT MARKET FORECAST 2017 - 2022
7.1 Aggregated AI Solution Market 2017 - 2022
7.2 AI Solution Market by Segment 2017 – 2022
7.3 AI Embedded Solution Market 2017 – 2022
7.3.1 AI Embedded Solution by Segment
7.3.2 AI Embedded Solution Market for IoT Device 2017 – 2022
7.3.2.1 IoT Device Market by Type
7.3.2.2 IoT Device Market by AI Technology
7.3.2.3 IoT Device Market by Industry Vertical
7.3.2.4 IoT Device Market by Region
7.3.2.4.1 APAC IoT Device Market by Country
7.3.2.4.2 Europe IoT Device Market by Country
7.3.2.4.3 North America IoT Device Market by Country
7.3.2.4.4 Middle East and Africa IoT Device Market by Country
7.3.2.4.5 Latin America IoT Device Market by Country
7.3.3 AI Embedded Solution Market for IoT Platform 2017 – 2022
7.3.3.1 IoT Platform Market by Type
7.3.3.2 IoT Platform Market by AI Technology
7.3.3.3 IoT Platform Market by Industry Vertical
7.3.3.4 IoT Platform Market by Region
7.3.3.4.1 APAC IoT Platform Market by Country
7.3.3.4.2 Europe IoT Platform Market by Country
7.3.3.4.3 North America IoT Platform Market by Country
7.3.3.4.4 Middle East and Africa IoT Platform Market by Country
7.3.3.4.5 Latin America IoT Platform Market by Country
7.3.4 AI Embedded Solution Market for Digital Personal Assistant 2017 – 2022
7.3.4.1 Digital Personal Assistant Market by Type
7.3.4.2 Digital Personal Assistant Market by AI Technology
7.3.4.3 Digital Personal Assistant Market by Sector
7.3.4.4 Digital Personal Assistant Market by AI System
7.3.4.5 Digital Personal Assistant Market by Region
7.3.4.5.1 APAC Digital Personal Assistant Market by Country
7.3.4.5.2 Europe Digital Personal Assistant Market by Country
7.3.4.5.3 North America Digital Personal Assistant Market by Country
7.3.4.5.4 ROW Digital Personal Assistant Market by Country
7.3.5 AI Embedded Solution Market for Data Capture and Integration 2017 – 2022
7.3.5.1 Data Capture and Integration Market by Big Data Tools
7.3.5.2 Data Capture and Integration Market by Industry Vertical
7.3.5.3 Data Capture and Integration Market by Region
7.3.5.3.1 North America Data Capture and Integration Market by Country
7.3.5.3.2 APAC Data Capture and Integration Market by Country
7.3.5.3.3 Europe Data Capture and Integration Market by Country
7.3.5.3.4 Middle East and Africa Data Capture and Integration Market by Country
7.3.5.3.5 Latin America Data Capture and Integration Market by Country
7.4 AI Predictive Analytics Market 2017 – 2022
7.4.1 AI Predictive Analytics Market by AI Technology
7.4.2 AI Predictive Analytics Market by Business Application
7.4.3 AI Predictive Analytics Market by Technology Application
7.4.4 AI Predictive Analytics Market by Business Goal
7.4.5 AI Predictive Analytics Market by Industry Vertical
7.4.6 AI Predictive Analytics Market by Region
7.4.6.1 North America AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.4.6.2 Europe AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.4.6.3 APAC AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.4.6.4 Middle East and Africa AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.4.6.5 Latin America AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.5 AI Professional Service Market in Big Data and IoT 2017 – 2022
7.5.1 AI Professional Service Market by Service Type
7.5.2 AI Professional Service Market by Segment
7.5.3 AI Professional Service Market by Industry Vertical
7.5.4 AI Professional Service Market by Region
7.5.4.1 APAC AI Professional Service Market by Country
7.5.4.2 Europe AI Professional Service Market by Country
7.5.4.3 North America AI Professional Service Market by Country
7.5.4.4 Middle East and Africa AI Professional Service Market by Country
7.5.4.5 Latin America AI Professional Service Market by Country
8 AI EMBEDDED CONNECTED IOT DEVICE AND THINGS 2017 – 2022
8.1 AI Embedded Connected IoT Device 2017 – 2022
8.1.1 Aggregated AI Embedded Connected IoT Device
8.1.2 AI Embedded Connected IoT Device by Type
8.1.3 AI Embedded Connected IoT Device by IoT Platform
8.1.4 AI Embedded Connected IoT Device by IoT Sector
8.1.5 AI Embedded Connected IoT Device by AI Technology
8.1.6 AI Embedded Connected IoT Device by Technology Application
8.1.7 AI Embedded Connected IoT Device by Industry Verticals
8.1.8 AI Embedded Connected IoT Device by Region
8.1.8.1 North America Connected IoT Device by Country
8.1.8.2 Europe Connected IoT Device by Country
8.1.8.3 APAC Connected IoT Device by Country
8.1.8.4 Middle East and Africa Connected IoT Device by Country
8.1.8.5 Latin America Connected IoT Device by Country
8.2 AI Embedded Connected IoT Things and Objects 2017 – 2022
8.2.1 Aggregated AI Embedded Connected IoT Things and Objects
8.2.2 AI Embedded Connected IoT Things and Objects by IoT Platform
8.2.3 AI Embedded Connected IoT Things and Objects by IoT Sector
8.2.4 AI Embedded Connected IoT Things and Objects by AI Technology
8.2.5 AI Embedded Connected IoT Things and Objects by Industry Verticals
8.2.6 AI Embedded Connected IoT Things and Objects by Region
8.2.6.1 North America Connected IoT Things and Objects by Country
8.2.6.2 Europe Connected IoT Things and Objects by Country
8.2.6.3 APAC Connected IoT Things and Objects by Country
8.2.6.4 Middle East and Africa Connected IoT Things and Objects by Country
8.2.6.5 Latin America Connected IoT Things and Objects by Country
9 COMPANY ANALYSIS
9.1 Google Inc.
9.2 Twitter Inc.
9.3 Microsoft Corporation
9.4 IBM Corporation
9.5 Apple Inc.
9.6 Facebook Inc.
9.7 Amazon.com Inc.
9.8 Skype
9.9 Salesforce.com
9.10 Intel Corporation
9.11 Yahoo Inc.
9.12 AOL Inc.
9.13 NVIDIA Corporation
9.14 x.ai
9.15 Tesla Inc.
9.16 Baidu Inc.
9.17 H2O.ai
9.18 SparkCognition Inc.
9.19 OpenAI
9.20 Inbenta
9.21 CISCO Systems Inc.
9.22 Infineon Technologies AG
9.23 McAfee
9.24 Happiest Minds Technologies
9.25 Tachyus
9.26 Sentrian
9.27 MAANA
9.28 Veros Systems Inc.
9.29 NEURA
9.30 Augury Systems Ltd.
9.31 glassbeam
9.32 Comfy
9.33 mnubo
9.34 C-B4
9.35 PointGrab Ltd.
9.36 Tellmeplus
9.37 moov
9.38 Sentenai Inc.
9.39 imagimob
9.40 FocusMotion
9.41 MoBagel
10 CONCLUSIONS AND RECOMMENDATIONS
10.1 AI in the Next Decade
10.2 Recommendation for Data Analytics Providers
10.3 Recommendation for AI and Machine Learning Companies
10.4 Recommendation for IoT Companies and Equipment Manufacturers
10.5 Recommendation for Service Providers
10.6 Recommendations for Enterprise
11 APPENDIX
11.1 AI Embedded IoT Device Sales Revenue
11.1.1 Sales Revenue by Device Type
11.2 AI Optimized IoT Component Market
11.3 AI Optimized IoT Equipment Market
11.4 AI Optimized IoT Software Market
11.5 AI Optimized IoT Platform Market
FIGURES
Figure 1: Artificial Intelligence Technology
Figure 2: Sentiment Analysis with Deep Machine Learning
Figure 3: Artificial Intelligence (AI) and Predictive Layer System
Figure 4: Industrial IoT Landscape and Machine Learning as a Service
Figure 5: Machine Learning Use Case Scenario
Figure 6: Artificial Intelligence and Machine Learning Landscape
Figure 7: AI Solution driven Enterprise Productivity Gain 2017 - 2022
Figure 8: Global Digital Twinning Connected IoT Things 2017 – 2022
Figure 9: AI Robo-Boss Supervision of Worker 2017 – 2022
Figure 10: Global AI Solution Market in Big Data and IoT 2017 - 2022
Figure 11: Global AI Embedded Connected IoT Device 2017 – 2022
Figure 12: Global AI Embedded Connected IoT Things and Objects 2017 – 2022
Figure 13: AI Embedded IoT Device Sales Revenue 2017 – 2022
TABLES
Table 1: AI Software Conducted Economic Transaction 2017 - 2022
Table 2: AI Empowered Building Security System 2017 – 2022
Table 3: AI Empowered Business Analytics Software 2017 – 2022
Table 4: AI Self Service Visual Discovery vs. Traditional IT Controlled Tools 2017 - 2022
Table 5: AI Smart Machine Created Business Content 2017 – 2022
Table 6: Global AI Solution Market in Big Data and IoT by Market Segment 2017 – 2022
Table 7: Global AI Embedded Solution in Big Data and IoT by Segment 2017 - 2022
Table 8: Global AI Embedded Solution for IoT Device by Type 2017 - 2022
Table 9: Global AI Embedded Solution in IoT Device by AI Technology 2017 - 2022
Table 10: Global AI Embedded Solution in IoT Device by Industry Vertical 2017 - 2022
Table 11: AI Embedded Solution in IoT Device by Region 2017 - 2022
Table 12: APAC AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 13: Europe AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 14: North America AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 15: Middle East and Africa AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 16: Latin America AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 17: Global AI Embedded Solution for IoT Platform by Type 2017 - 2022
Table 18: Global AI Embedded Solution in IoT Platform by AI Technology 2017 - 2022
Table 19: Global AI Embedded Solution in IoT Platform by Industry Vertical 2017 - 2022
Table 20: AI Embedded Solution in IoT Platform by Region 2017 - 2022
Table 21: APAC AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 22: Europe AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 23: North America AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 24: Middle East and Africa AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 25: Latin America AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 26: Global AI Embedded Solution for Digital Personal Assistant by Type 2017 - 2022
Table 27: Global AI Embedded Solution in Digital Personal Assistant by AI Technology 2017 - 2022
Table 28: Global AI Embedded Solution in Digital Personal Assistant by Sector 2017 - 2022
Table 29: Global AI Embedded Solution in Digital Personal Assistant by AI System 2017 - 2022
Table 30: AI Embedded Solution in Digital Personal Assistant by Region 2017 - 2022
Table 31: APAC AI Embedded Solution in Digital Personal Assistant by Country 2017 - 2022
Table 32: Europe AI Embedded Solution in Digital Personal Assistant by Country 2017 - 2022
Table 33: North America AI Embedded Solution in Digital Personal Assistant by Country 2017 - 2022
Table 34: ROW AI Embedded Solution in Digital Personal Assistant by Country 2017 - 2022
Table 35: Global AI Embedded Data Capture and Integration Solution by Big Data Tools 2017 - 2022
Table 36: Global AI Embedded Data Capture and Integration Solution by Industry Vertical 2017 - 2022
Table 37: AI Embedded Data Capture and Integration Solution by Region 2017 - 2022
Table 38: North America AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 39: APAC AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 40: Europe AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 41: Middle East and Africa AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 42: Latin America AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 43: Global AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 44: Global AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 45: Global AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 46: Global AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 47: Global AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 48: AI Predictive Analytics Solution by Region 2017 - 2022
Table 49: North America AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 50: North America AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 51: North America AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 52: North America AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 53: North America AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 54: North America AI Predictive Analytics Solution by Country 2017 - 2022
Table 55: Europe AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 56: Europe AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 57: Europe AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 58: Europe AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 59: Europe AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 60: Europe AI Predictive Analytics Solution by Country 2017 - 2022
Table 61: APAC AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 62: APAC AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 63: APAC AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 64: APAC AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 65: APAC AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 66: APAC AI Predictive Analytics Solution by Country 2017 - 2022
Table 67: MEA AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 68: MEA AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 69: MEA AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 70: MEA AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 71: MEA AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 72: MEA AI Predictive Analytics Solution by Country 2017 - 2022
Table 73: Latin America AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 74: Latin America AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 75: Latin America AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 76: Latin America AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 77: Latin America AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 78: Latin America AI Predictive Analytics Solution by Country 2017 - 2022
Table 79: Global AI Professional Service in Big Data and IoT by Service Type 2017 - 2022
Table 80: Global AI Professional Service in Big Data and IoT by Segment 2017 - 2022
Table 81: Global AI Professional Service in Big Data and IoT by Industry Vertical 2017 - 2022
Table 82: AI Professional Service in Big Data and IoT by Region 2017 - 2022
Table 83: APAC AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 84: Europe AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 85: North America AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 86: Middle East and Africa AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 87: Latin America AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 88: Global AI Embedded Connected IoT Device by Type 2017 - 2022
Table 89: Global AI Embedded Connected IoT Device by IoT Platform 2017 - 2022
Table 90: Global AI Embedded Connected IoT Device by IoT Sector 2017 – 2022
Table 91: Global AI Embedded Connected IoT Device by AI Technology 2017 - 2022
Table 92: Global AI Embedded Connected IoT Device by Technology Application 2017 – 2022
Table 93: Global AI Embedded Connected IoT Device by Industry Vertical 2017 - 2022
Table 94: AI Embedded Connected IoT Device by Region 2017 - 2022
Table 95: North America AI Embedded Connected IoT Device by Country 2017 - 2022
Table 96: Europe AI Embedded Connected IoT Device by Country 2017 - 2022
Table 97: APAC AI Embedded Connected IoT Device by Country 2017 - 2022
Table 98: Middle East and Africa AI Embedded Connected IoT Device by Country 2017 - 2022
Table 99: Latin America AI Embedded Connected IoT Device by Country 2017 - 2022
Table 100: Global AI Embedded Connected IoT Things and Objects by IoT Platform 2017 - 2022
Table 101: Global AI Embedded Connected IoT Things and Objects by IoT Sector 2017 – 2022
Table 102: Global AI Embedded Connected IoT Things and Objects by AI Technology 2017 - 2022
Table 103: Global AI Embedded Connected IoT Things and Objects by Industry Vertical 2017 - 2022
Table 104: AI Embedded Connected IoT Things and Objects by Region 2017 - 2022
Table 105: North America AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 106: Europe AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 107: APAC AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 108: Middle East and Africa AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 109: Latin America AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 110: AI Embedded IoT Device Sales Revenue by Device Type 2017 – 2022
Table 111: AI Optimized IoT Component Market by Segment 2017 - 2022
Table 112: AI Optimized IoT Equipment Market by Segment 2017 - 2022
Table 113: AI Optimized IoT Software Market by Segment 2017 - 2022
Table 114: AI Optimized IoT Platform Market by Segment 2017 - 2022
1 INTRODUCTION
1.1 Background
1.2 Scope of the Research
1.3 Target Audience
1.4 Company Coverage
2 EXECUTIVE SUMMARY
2.1 Global Connected Manufacturing Market
2.2 Top Line Growth
2.3 Success Factors
2.3.1 Partnerships for Value Added Services
2.3.2 Monetization Strategies
2.3.3 Establishing Predictable Recurring Income Streams
3 OVERVIEW
3.1 Current State of Manufacturing Industry
3.2 Manufacturing Industry’s Digital Transformation
3.3 IIoT a Base for Connected Manufacturing
3.4 Connected Manufacturing Outlook
3.5 Connected Manufacturing Applications
3.5.1 Optimizing Operations
3.5.2 Real-time Tracking of Assets, Equipment, and Raw Materials
3.5.3 Asset Health Monitoring and Predictive Maintenance
3.5.4 Manufacturing Analytics
3.5.5 Worker Safety
3.6 Future Market Potential for Connected Manufacturing
4 GLOBAL MARKET FOR CONNECTED MANUFACTURING
4.1 Factors Driving Market Growth through 2022
4.2 End-user Market by Product Type 2017 - 2022
4.2.1 Connected Manufacturing Consulting Services 2017 - 2022
4.2.2 Connectivity System Installation and Expansion 2017 - 2022
4.2.3 Sensors, Embedded Devices, and Wearables in Connected Manufacturing 2017 - 2022
4.3 Regional Forecasts 2017 - 2022
4.4 End-user Market by Application Type 2017 - 2022
4.5 Big Data Analytics in Connected Manufacturing 2017 - 2022
4.5.1 Big Data in Connected Manufacturing Solutions
4.5.2 Market Outlook for Big Data in Connected Manufacturing
4.6 Artificial Intelligence in Connected Manufacturing 2017 - 2022
4.7 Manufacturing Execution Systems
5 ROLE OF TECHNOLOGY IN CONNECTED MANUFACTURING
5.1 Enabling Technologies
5.2 AI and Connected Robotics
5.3 Crucial Role of Connectivity
5.4 Industrial Ethernet vs. Fieldbus
6 SELECT COMPANIES AND SOLUTIONS
6.1 Connected Manufacturing Vendor Ecosystem
6.2 Connected Manufacturing Vendor Considerations
6.3 Important Connected Manufacturing Solutions
6.3.1 Bosch
6.3.2 Cisco Inc.
6.3.3 GE
6.3.4 IBM Corp.
6.3.5 SAP
6.3.6 Software AG
FIGURES
Figure 1: Global Market for Connected Manufacturing
Figure 2: Connected Manufacturing Process Flow
Figure 3: Important Connected Manufacturing Applications
Figure 4: Consulting Services in Connected Manufacturing 2017 - 2022
Figure 5: Installation/Expansion of Connectivity Systems in Connected Manufacturing 2017 - 2022
Figure 6: Sensor, Embedded Devices, and Wearables in Connected Manufacturing 2017 - 2022
Figure 7: Big Data and Analytics Framework for Manufacturing
Figure 8: Connected Manufacturing Data Analytics Platforms 2017 - 2022
TABLES
Table 1: Global Connected Manufacturing Market
Table 2: End-User by Type of Product 2017 – 2022
Table 3: Consulting Services in Connected Manufacturing 2017 - 2022
Table 4: Installation/Expansion of Connectivity Systems in Connected Manufacturing 2017 - 2022
Table 5: Sensor, Embedded Devices, and Wearables in Connected Manufacturing 2017 - 2022
Table 6: Regional Market for Connected Manufacturing 2017 - 2022
Table 7: End-user Revenue by Application Type 2017 - 2022
Table 8: Big Data in Connected Manufacturing 2017 - 2022
INDUSTRIAL INTERNET OF THINGS (IIOT) TECHNOLOGIES, SOLUTIONS, AND SERVICES 2017 – 2022
1 INTRODUCTION
1.1 Scope of Research
1.2 Target Audience
1.3 Key Findings in Report
1.4 Companies in Report
2 EXECUTIVE SUMMARY
2.1 IIoT Markets by Region 2017 - 2022
2.2 IIoT Global Markets by Products 2017 - 2022
3 OVERVIEW
3.1 Defining Industrial Internet of Things
3.1.1 People, Processes, and Technology
3.1.2 IIoT and People
3.1.3 IIoT and Processes
3.1.4 IIoT and Technologies
3.2 Critical Focal Areas for IIoT Execution
3.3 IIoT Application Areas
3.3.1 Process Optimization
3.3.2 Enhance, Integrate and Scale existing Corporate IT Systems
3.3.3 Leverage Potential of Existing Infrastructure
3.4 Forming a Foundation for IIoT
3.4.1 Industrial Internet Consortium
3.4.2 Industry Leading Companies set the Pace
3.4.3 Industry Test Beds for IIoT
3.4.4 Industrial Internet Reference Architecture
3.5 Evaluating the Future Potential of IIoT
3.5.1 Cyber-security is a Critical Concern with IIoT
3.5.2 IIoT is Facilitating a Drive in Industrial Automation
3.5.3 Early IIoT Deployments to Benefit Existing Industries
3.5.4 IIoT will work in Collaboration to achieve Success
3.5.5 IIoT and the Fourth Industry Revolution
3.5.6 IIoT to Facilitate Transition to Smart Factories
3.5.7 Connected Factory: New Roles for Suppliers and Customers
3.5.8 IIoT and Product Transformation to an “as a Service” Economy
3.5.9 Intelligent Manufacturing: From Smart Factories to Smarter Factories
3.5.10 Teleoperation and Tele-robotics
3.5.11 IIoT and Fifth Generation (5G) Wireless
4 IIOT TECHNOLOGIES
4.1 Hardware Technologies
4.1.1 Hardware Development Platforms
4.1.2 Smart Sensors
4.2 Software Technologies
4.2.1 Connectivity Platforms
4.2.2 Data Storage Platforms
4.2.3 Data Analytics and Visualization Platforms
4.2.4 IoT Protocols
4.2.4.1 ZigBee
4.2.4.2 Message Queuing Telemetry Transport (MQTT)
4.2.4.3 XMPP Accelerates IoT
4.2.4.4 AMQP is Provides Rich Capabilities for Distributed Systems
4.2.4.5 DDS enables Network Interoperability in IoT
4.2.4.6 Thread
4.2.5 Next Generation Real Time Operating Systems (RTOS)
4.3 IIoT and Manufacturing Execution Systems (MES)
4.3.1 Role and Importance with IIoT
4.3.2 MES and Cyber-Physical Systems
4.3.3 MES in the Cloud and other Convergence
4.3.4 Future of IIoT Enabled MES
4.4 Network Technologies in IIoT
4.4.1 Wireless Local Area Network
4.4.2 Wireless Personal Area Network
4.4.3 Wireless Sensor Network
5 IIOT GLOBAL MARKET ANALYSIS AND FORECASTS 2017 - 2022
5.1 IIoT Markets by Region 2017 - 2022
5.2 IIoT Global Markets by Products Offered 2017 - 2022
5.2.1 IIoT in Hardware in 2017 – 2022
5.2.1.1 Connectivity platforms
5.2.1.2 Sensor Infrastructures
5.2.1.3 Hardware Development Platforms
5.2.2 IIoT in Software in 2017 – 2022
5.2.2.1 Data Storage
5.2.2.2 Software Development Platforms and Apps
5.2.2.3 Data Analytics Platform
5.2.2.4 Cyber-security Solutions
5.2.3 IIoT in Services 2017 – 2022
5.2.3.1 Cloud based Services
5.2.3.2 Management and Consulting Services
5.3 IIoT Global Markets by Industry Sector 2017 - 2022
5.3.1 IIoT Deployments in Manufacturing Sector 2017 – 2022
5.3.2 Healthcare in IIoT 2017 - 2022
5.3.3 Automotive Industry in IIoT 2017 - 2002
5.3.4 Retail Industry in IIoT 2017 - 2022
5.3.5 Oil and Gas Industry in IIoT 2017 - 2022
5.3.6 IIoT in Cargo and Logistic Sector 2017 – 2022
5.3.7 IIoT in Utilities Sector 2017 – 2022
5.3.8 IIoT in Hospitality Sector 2017 – 2022
5.4 Market for Teleoperation and Tele-robotics in IIoT 2016 – 2021
5.4.1 IIoT Teleoperation and Tele-robotics Solutions by Segment 2016 – 2021
5.4.2 IIoT Teleoperation and Tele-robotics Solutions by Region 2017 – 2022
5.4.3 IIoT Teleoperation and Tele-robotics Solutions by Tech and App 2017 – 2022
5.4.4 IIoT Teleoperation and Tele-robotics Solution by Industry Vertical 2017 – 2022
5.4.5 Artificial Intelligence in IIoT Teleoperation and Tele-robotics Solutions
6 COMPANY ANALYSIS
6.1 AGT International
6.2 ARM Holdings
6.3 AT&T Inc.
6.3.1 AT&T Machine to Machine Solutions
6.3.2 AT&T M2X
6.4 B+B SmartWorx
6.5 Bayshore Networks
6.6 Bosch
6.6.1 Bosch Connected Devices and Solutions GmbH
6.6.2 Bosch Software Innovations: Bosch IoT Suite
6.7 Cisco System Inc.
6.7.1 Cisco Industrial Networks
6.7.2 Cisco Embedded Networks
6.7.3 Management and Application Enablement
6.7.4 Physical and Cyber Cyber-security
6.7.5 Cisco IIoT Solutions
6.8 Contiki
6.9 Digi International
6.10 Echelon Corporation
6.10.1 Echelon’s IzoT Platform
6.11 Elecsys Corporation
6.12 General Electric
6.12.1 GE Predicitvity Solution
6.12.2 GE Predix Platform
6.13 Jasper Technologies Inc. (Cisco)
6.14 Lynx Software Technologies, Inc.
6.15 Object Management Group (OMG)
6.15.1 Data Distribution Service (DDS)
6.15.2 Dependability Assurance Framework for Safety-Sensitive Consumer Devices
6.15.3 Threat Modelling
6.15.4 Structured Assurance Case Meta-model (SACM)
6.15.5 Unified Component Model for Distributed, Real-Time and Embedded Systems (UCM)
6.15.6 Automated Source Code CWE-SANS Top 25-Based Cyber-security Measure
6.15.7 Oil and Gas Risk Management
6.16 OneM2M Partners
6.17 ParStream (Cisco)
6.18 RIOT
6.19 Real Time Innovation (RTI)
6.19.1 RTI Connext DDS
6.19.2 RTI Industrial IoT FastTrax Program
6.20 Sensata Technologies
6.21 Symantec
6.22 Unisys Corporation
6.23 Wind River
6.24 Worldsensing
6.25 Wovyn LLC.
FIGURES
FIGURE 1: IIoT Impact on Automation and Processes
FIGURE 2: Four Pillars of IIoT Execution
FIGURE 3: IoT Framework
FIGURE 4: 5G and IIoT
FIGURE 5: Requirements for Wireless IIoT Access Technology
FIGURE 6: Hardware Systems used in IIoT
FIGURE 7: Software Solutions used in IIoT
FIGURE 8: Smart Sensor Components
FIGURE 9: Smart Sensor Model
FIGURE 10: Smart Sensor Model with Functional Partitioning
FIGURE 11: IoT Data Processing Flow
FIGURE 12: Sensor Node Components
FIGURE 13: Wireless Sensor Network Topologies
FIGURE 14: Global IIoT Market 2017 – 2022
FIGURE 15: IIoT Regional Markets 2017 – 2022
FIGURE 16: IIoT Deployments in Manufacturing Sector 2017 – 2022
FIGURE 17: IIoT Deployments in Manufacturing Sector by Region2017 – 2022
FIGURE 18: IIoT Deployments in Healthcare Sector 2017 – 2022
FIGURE 19: IIoT Deployments in Healthcare Sector by Region 2017 – 2022
FIGURE 20: IIoT Deployments in Automotive Sector 2017 – 2022
FIGURE 21: IIoT Deployments in Automotive Sector by Regions 2017 – 2022
FIGURE 22: IIoT Deployments in Retail Sector 2017 – 2022
FIGURE 23: IIoT Deployments in Retail Sector by Region 2017 – 2022
FIGURE 24: IIoT Deployments in Oil and Gas Sector 2017 – 2022
FIGURE 25: IIoT Deployments in Oil and Gas Sector by Region 2017 – 2022
FIGURE 26: IIoT Deployments in Cargo and Logistics Sector 2017 – 2022
FIGURE 27: IIoT Deployments in Cargo and Logistics Sector by Region 2017 – 2022
FIGURE 28: IIoT in Utilities Sector 2017 – 2022
FIGURE 29: IIoT in Utility Sector by Region 2017 – 2022
FIGURE 30: IIoT in Hospitality Sector 2017 – 2022
FIGURE 31: IIoT in Hospitality Sector by Region 2017 – 2022
FIGURE 32: Embedded Systems and IIoT
FIGURE 33: Managing Devices, Processes, and End-users in IIoT
FIGURE 34: IIoT Management Platform: Cloud, Connectivity, and Devices
FIGURE 35: Fourth Generation Automation Software
TABLES
TABLE 1: Leading Proprietary RTOS in Embedded Systems
TABLE 2: Global IIoT Market 2017 – 2022
TABLE 3: IIoT Regional Markets 2017 - 2022
TABLE 4: IIoT Markets by Product Segment 2017 - 2022
TABLE 5: IIoT Regional Markets by Product Sub-segment 2017 - 2022
TABLE 6: Connectivity Platforms by Industry Sector 2017 -2022
TABLE 7: Connectivity Platforms by Regions 2017 -2022
TABLE 8: Sensor Infrastructure by Industry Sector 2017 -2022
TABLE 9: Sensor Infrastructure by Region 2017 -2022
TABLE 10: Hardware Platforms by Industry Sector 2017 -2022
TABLE 11: Hardware Platforms by Region 2017 -2022
TABLE 12: Data Storage by Industry Sector 2017 -2022
TABLE 13: Data Storage by Region 2017 -2022
TABLE 14: Software Development Platforms and Apps by Industry Sector 2017 -2022
TABLE 15: Software Development Platforms and Apps by Region 2017 -2022
TABLE 16: Data Analytics platform by Industry Sector 2017 -2022
TABLE 17: Data Analytics platform by Region 2017 -2022
TABLE 18: Cyber-security Solutions by Industry Sector 2017 -2022
TABLE 19: Cyber-security Solutions by Region 2017 -2022
TABLE 20: Cloud based Services by Industry Sector 2017 -2022
TABLE 21: Cloud based Services by Region 2017 -2022
TABLE 22: Management and Consulting Services by Industry Sector 2017 -2022
TABLE 23: Management and Consulting Services by Region 2017 -2022
TABLE 24: IIoT Global Markets for Industry Sector 2017 – 2022
TABLE 25: IIoT Deployments in Manufacturing Sector 2017 – 2022
TABLE 26: IIoT Deployments in Manufacturing Sector by Region 2017 – 2022
TABLE 27: IIoT Deployments in Manufacturing Sector by Product sub-segment 2017 – 2022
TABLE 28: IIoT Deployments in Healthcare Sector 2016 – 2021
TABLE 29: IIoT Deployments in Healthcare Sector by Region 2017 – 2022
TABLE 30: IIoT Deployments in Healthcare Sector by Product sub-segments 2017 – 2022
TABLE 31: IIoT Deployments in Automotive Sector 2017 – 2022
TABLE 32: IIoT Deployments in Automotive Sector by Region 2017 – 2022
TABLE 33: IIoT Deployments in Automotive Sector by Product Sub-segment 2017 – 2022
TABLE 34: IIoT Deployments in Retail Sector 2017 – 2022
TABLE 35: IIoT Deployments in Retail Sector by Region 2017 – 2022
TABLE 36: IIoT Deployments in Retail Sector by Product Sub-segment 2017 – 2022
TABLE 37: IIoT Deployments in Oil and Gas Sector 2017 – 2022
TABLE 38: IIoT Deployments in Oil and Gas Sector by Region 2017 – 2022
TABLE 39: IIoT Deployments in Oil and Gas by Product Sub-segment 2017 – 2022
TABLE 40: IIoT Deployments in Cargo and Logistics Sector 2017 – 2022
TABLE 41: IIoT Deployments in Cargo and Logistics Sector by Region 2017 – 2022
TABLE 42: IIoT Deployments in Cargo and Logistics Sector by Product Sub-segment 2017 – 2022
TABLE 43: IIoT in Utility Sector 2017 – 2022
TABLE 44: IIoT in Utility Sector by Region 2017 – 2022
TABLE 45: IIoT in Utility Sector by Product Sub-segment 2017 – 2022
TABLE 46: IIoT in Hospitality Sector 2017 – 2022
TABLE 47: IIoT in Hospitality Sector by Region 2017 – 2022
TABLE 48: IIoT in Hospitality Sector by Product Sub-segment 2017 – 2022
TABLE 49: Teleoperation and Tele-robotics Solution by Segment 2017 – 2022
TABLE 50: Teleoperation and Tele-robotics Solution Market by Region 2017 – 2022
TABLE 51: Teleoperation and Tele-robotics by Sector/Tech/App 2017 – 2022
TABLE 52: Teleoperation and Tele-robotics Solution by Industry Vertical 2017 – 2022
TABLE 53: AI in Teleoperation and Tele-robotics Software Market
ARTIFICIAL INTELLIGENCE IN BIG DATA ANALYTICS AND IOT: MARKET FOR DATA CAPTURE, INFORMATION AND DECISION SUPPORT SERVICES 2017 – 2022
1 INTRODUCTION
1.1 Executive Summary
1.2 Research Objectives
1.3 Key Findings
1.4 Target Audience
1.5 Companies in the Report
2 OVERVIEW
2.1 Artificial Intelligence and Machine Learning
2.2 AI Types
2.3 AI and ML Language
2.4 Artificial Intelligence Technology
2.4.1 Machine Learning
2.4.2 Natural Language Generation and Processing
2.4.3 Image Processing
2.4.4 Voice Recognition
2.4.5 Artificial Neural Network
2.4.6 Deep Learning
2.4.7 Others
2.5 AI and ML Technology Goal
2.5.1 Reasoning
2.5.2 Knowledge Representation
2.5.3 Planning
2.5.4 Learning
2.5.5 Communication
2.5.6 Machine Perception
2.5.7 Motion Manipulation
2.5.8 Social Intelligence
2.5.9 Creativity
2.5.10 Artificial General Intelligence
2.5.11 Computer Vision
2.5.12 Robotics
2.6 AI Approaches
2.6.1 Cybernetics and Brian Simulation
2.6.2 Symbolic
2.6.3 Sub-Symbolic
2.6.4 Statistical
2.6.5 Integration
2.7 AI Tools
2.7.1 Search and Optimization
2.7.2 Logic
2.7.3 Probability
2.7.4 Classifier and Statistics
2.7.5 Neural Network
2.7.6 Deep Feedforward Neural Network
2.7.7 Deep Recurrent Neural Network
2.7.8 Control Theory
2.7.9 Language
2.8 AI Outcome
2.8.1 Testing Tools
2.8.2 Virtual Assistant
2.8.3 AI Optimized IoT Hardware
2.8.4 Decision Management System
2.8.5 Biometrics Solution
2.8.6 Robotic Process Automation
2.9 Neural Network and Artificial Intelligence
2.10 Deep Learning and Artificial Intelligence
2.11 Predictive Analytics and Artificial Intelligence
2.12 Internet of Things and Big Data Analytics
2.13 IoT and Artificial Intelligence
2.14 Consumer IoT, Big Data Analytics, and Artificial Intelligence
2.15 Industrial IoT, Big Data Analytics, and Machine Learning
2.16 Artificial intelligence and cognitive computing
2.17 Transhumanism or H+ and Artificial Intelligence
2.18 Rise of the Analysis of Things
2.19 Supervised vs. Unsupervised Learning
2.20 AI as New form of UI
3 AI TECHNOLOGY IN BIG DATA AND IOT
3.1 Machine Learning Everywhere
3.1.1 Machine Learning as Open Source Technology
3.1.2 Machine Learning and Intelligent Discovery in IoT
3.1.3 Supervised and Unsupervised Machine Learning
3.1.4 Machine Learning as Big Data Analysis Technique
3.1.5 Machine Learning AI Robots
3.1.6 Machine Learning and Data Democratization
3.2 Machine Learning APIs and Big Data Development
3.2.1 Phases of Machine Learning APIs
3.2.2 Machine Learning API Challenges
3.2.3 Top Machine Learning APIs
3.2.3.1 IBM Watson API
3.2.3.2 Microsoft Azure Machine Learning API
3.2.3.3 Google Prediction API
3.2.3.4 Amazon Machine Learning API
3.2.3.5 BigML
3.2.3.6 AT&T Speech API
3.2.3.7 Wit.ai
3.2.3.8 AlchemyAPI
3.2.3.9 Diffbot
3.2.3.10 PredictionIO
3.2.4 Machine Learning API in General Application Environment
3.3 Enterprise Benefits of Machine Learning
3.4 Machine Learning in IoT Data
3.5 Ultra Scale Analytics and Artificial Intelligence
3.6 Rise of Algorithmic Business
3.7 Cloud Hosted Machine Intelligence
3.8 Contradiction of Machine Learning
3.9 Value Chain Analysis
3.9.1 AI and Machine Learning Companies
3.9.2 IoT Companies
3.9.3 Big Data Analytics Providers
3.9.4 Connectivity Solution and Infrastructure Providers
3.9.5 Hardware and Equipment Manufacturers
3.9.6 Developers and Data Scientists
3.9.7 End Users
4 AI TECHNOLOGY APPLICATION AND USE CASE
4.1 Intelligence Performance Monitoring
4.2 Infrastructure Monitoring
4.3 Generating Accurate Models
4.4 Recommendation Engine
4.5 Blockchain and Crypto Technologies
4.6 Enterprise Application
4.7 Contextual Awareness
4.8 Customer Feedback
4.9 Self-Driving Car
4.10 Fraud Detection System
4.11 Personalized Medicine and Healthcare Service
4.12 Predictive Data Modelling
4.13 Smart Machines
4.14 Cybersecurity Solutions
4.15 Autonomous Agents
4.16 Intelligent Assistant
4.17 Intelligent Decision Support System
4.18 Risk Management
4.19 Data Mining and Management
4.20 Intelligent Robotics
4.21 Financial Technology
4.22 Machine Intelligence
5 AI TECHNOLOGY IMPACT ON VERTICAL MARKET
5.1 Enterprise Productivity Gain
5.2 Digital Twinning and Physical Asset Security
5.3 IT Process Efficiency Increase
5.4 AI to Replace Human Form Work
5.5 Enterprise AI Adoption Trends
5.6 Inclusion of AI as IT Requirement
6 AI PREDICTIVE ANALYTICS IN VERTICAL INDUSTRY
6.1.1 E-Commerce Services
6.1.2 Banking and Finance Services
6.1.3 Manufacturing Services
6.1.4 Real Estate Services
6.1.5 Government and Public Services
7 AI SOLUTION IN BIG DATA AND IOT MARKET FORECAST 2017 - 2022
7.1 Aggregated AI Solution Market 2017 - 2022
7.2 AI Solution Market by Segment 2017 – 2022
7.3 AI Embedded Solution Market 2017 – 2022
7.3.1 AI Embedded Solution by Segment
7.3.2 AI Embedded Solution Market for IoT Device 2017 – 2022
7.3.2.1 IoT Device Market by Type
7.3.2.2 IoT Device Market by AI Technology
7.3.2.3 IoT Device Market by Industry Vertical
7.3.2.4 IoT Device Market by Region
7.3.2.4.1 APAC IoT Device Market by Country
7.3.2.4.2 Europe IoT Device Market by Country
7.3.2.4.3 North America IoT Device Market by Country
7.3.2.4.4 Middle East and Africa IoT Device Market by Country
7.3.2.4.5 Latin America IoT Device Market by Country
7.3.3 AI Embedded Solution Market for IoT Platform 2017 – 2022
7.3.3.1 IoT Platform Market by Type
7.3.3.2 IoT Platform Market by AI Technology
7.3.3.3 IoT Platform Market by Industry Vertical
7.3.3.4 IoT Platform Market by Region
7.3.3.4.1 APAC IoT Platform Market by Country
7.3.3.4.2 Europe IoT Platform Market by Country
7.3.3.4.3 North America IoT Platform Market by Country
7.3.3.4.4 Middle East and Africa IoT Platform Market by Country
7.3.3.4.5 Latin America IoT Platform Market by Country
7.3.4 AI Embedded Solution Market for Digital Personal Assistant 2017 – 2022
7.3.4.1 Digital Personal Assistant Market by Type
7.3.4.2 Digital Personal Assistant Market by AI Technology
7.3.4.3 Digital Personal Assistant Market by Sector
7.3.4.4 Digital Personal Assistant Market by AI System
7.3.4.5 Digital Personal Assistant Market by Region
7.3.4.5.1 APAC Digital Personal Assistant Market by Country
7.3.4.5.2 Europe Digital Personal Assistant Market by Country
7.3.4.5.3 North America Digital Personal Assistant Market by Country
7.3.4.5.4 ROW Digital Personal Assistant Market by Country
7.3.5 AI Embedded Solution Market for Data Capture and Integration 2017 – 2022
7.3.5.1 Data Capture and Integration Market by Big Data Tools
7.3.5.2 Data Capture and Integration Market by Industry Vertical
7.3.5.3 Data Capture and Integration Market by Region
7.3.5.3.1 North America Data Capture and Integration Market by Country
7.3.5.3.2 APAC Data Capture and Integration Market by Country
7.3.5.3.3 Europe Data Capture and Integration Market by Country
7.3.5.3.4 Middle East and Africa Data Capture and Integration Market by Country
7.3.5.3.5 Latin America Data Capture and Integration Market by Country
7.4 AI Predictive Analytics Market 2017 – 2022
7.4.1 AI Predictive Analytics Market by AI Technology
7.4.2 AI Predictive Analytics Market by Business Application
7.4.3 AI Predictive Analytics Market by Technology Application
7.4.4 AI Predictive Analytics Market by Business Goal
7.4.5 AI Predictive Analytics Market by Industry Vertical
7.4.6 AI Predictive Analytics Market by Region
7.4.6.1 North America AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.4.6.2 Europe AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.4.6.3 APAC AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.4.6.4 Middle East and Africa AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.4.6.5 Latin America AI Predictive Analytics Market: AI Technology, Business Application, Technology Application, Business Goal, Industry Vertical, and Country
7.5 AI Professional Service Market in Big Data and IoT 2017 – 2022
7.5.1 AI Professional Service Market by Service Type
7.5.2 AI Professional Service Market by Segment
7.5.3 AI Professional Service Market by Industry Vertical
7.5.4 AI Professional Service Market by Region
7.5.4.1 APAC AI Professional Service Market by Country
7.5.4.2 Europe AI Professional Service Market by Country
7.5.4.3 North America AI Professional Service Market by Country
7.5.4.4 Middle East and Africa AI Professional Service Market by Country
7.5.4.5 Latin America AI Professional Service Market by Country
8 AI EMBEDDED CONNECTED IOT DEVICE AND THINGS 2017 – 2022
8.1 AI Embedded Connected IoT Device 2017 – 2022
8.1.1 Aggregated AI Embedded Connected IoT Device
8.1.2 AI Embedded Connected IoT Device by Type
8.1.3 AI Embedded Connected IoT Device by IoT Platform
8.1.4 AI Embedded Connected IoT Device by IoT Sector
8.1.5 AI Embedded Connected IoT Device by AI Technology
8.1.6 AI Embedded Connected IoT Device by Technology Application
8.1.7 AI Embedded Connected IoT Device by Industry Verticals
8.1.8 AI Embedded Connected IoT Device by Region
8.1.8.1 North America Connected IoT Device by Country
8.1.8.2 Europe Connected IoT Device by Country
8.1.8.3 APAC Connected IoT Device by Country
8.1.8.4 Middle East and Africa Connected IoT Device by Country
8.1.8.5 Latin America Connected IoT Device by Country
8.2 AI Embedded Connected IoT Things and Objects 2017 – 2022
8.2.1 Aggregated AI Embedded Connected IoT Things and Objects
8.2.2 AI Embedded Connected IoT Things and Objects by IoT Platform
8.2.3 AI Embedded Connected IoT Things and Objects by IoT Sector
8.2.4 AI Embedded Connected IoT Things and Objects by AI Technology
8.2.5 AI Embedded Connected IoT Things and Objects by Industry Verticals
8.2.6 AI Embedded Connected IoT Things and Objects by Region
8.2.6.1 North America Connected IoT Things and Objects by Country
8.2.6.2 Europe Connected IoT Things and Objects by Country
8.2.6.3 APAC Connected IoT Things and Objects by Country
8.2.6.4 Middle East and Africa Connected IoT Things and Objects by Country
8.2.6.5 Latin America Connected IoT Things and Objects by Country
9 COMPANY ANALYSIS
9.1 Google Inc.
9.2 Twitter Inc.
9.3 Microsoft Corporation
9.4 IBM Corporation
9.5 Apple Inc.
9.6 Facebook Inc.
9.7 Amazon.com Inc.
9.8 Skype
9.9 Salesforce.com
9.10 Intel Corporation
9.11 Yahoo Inc.
9.12 AOL Inc.
9.13 NVIDIA Corporation
9.14 x.ai
9.15 Tesla Inc.
9.16 Baidu Inc.
9.17 H2O.ai
9.18 SparkCognition Inc.
9.19 OpenAI
9.20 Inbenta
9.21 CISCO Systems Inc.
9.22 Infineon Technologies AG
9.23 McAfee
9.24 Happiest Minds Technologies
9.25 Tachyus
9.26 Sentrian
9.27 MAANA
9.28 Veros Systems Inc.
9.29 NEURA
9.30 Augury Systems Ltd.
9.31 glassbeam
9.32 Comfy
9.33 mnubo
9.34 C-B4
9.35 PointGrab Ltd.
9.36 Tellmeplus
9.37 moov
9.38 Sentenai Inc.
9.39 imagimob
9.40 FocusMotion
9.41 MoBagel
10 CONCLUSIONS AND RECOMMENDATIONS
10.1 AI in the Next Decade
10.2 Recommendation for Data Analytics Providers
10.3 Recommendation for AI and Machine Learning Companies
10.4 Recommendation for IoT Companies and Equipment Manufacturers
10.5 Recommendation for Service Providers
10.6 Recommendations for Enterprise
11 APPENDIX
11.1 AI Embedded IoT Device Sales Revenue
11.1.1 Sales Revenue by Device Type
11.2 AI Optimized IoT Component Market
11.3 AI Optimized IoT Equipment Market
11.4 AI Optimized IoT Software Market
11.5 AI Optimized IoT Platform Market
FIGURES
Figure 1: Artificial Intelligence Technology
Figure 2: Sentiment Analysis with Deep Machine Learning
Figure 3: Artificial Intelligence (AI) and Predictive Layer System
Figure 4: Industrial IoT Landscape and Machine Learning as a Service
Figure 5: Machine Learning Use Case Scenario
Figure 6: Artificial Intelligence and Machine Learning Landscape
Figure 7: AI Solution driven Enterprise Productivity Gain 2017 - 2022
Figure 8: Global Digital Twinning Connected IoT Things 2017 – 2022
Figure 9: AI Robo-Boss Supervision of Worker 2017 – 2022
Figure 10: Global AI Solution Market in Big Data and IoT 2017 - 2022
Figure 11: Global AI Embedded Connected IoT Device 2017 – 2022
Figure 12: Global AI Embedded Connected IoT Things and Objects 2017 – 2022
Figure 13: AI Embedded IoT Device Sales Revenue 2017 – 2022
TABLES
Table 1: AI Software Conducted Economic Transaction 2017 - 2022
Table 2: AI Empowered Building Security System 2017 – 2022
Table 3: AI Empowered Business Analytics Software 2017 – 2022
Table 4: AI Self Service Visual Discovery vs. Traditional IT Controlled Tools 2017 - 2022
Table 5: AI Smart Machine Created Business Content 2017 – 2022
Table 6: Global AI Solution Market in Big Data and IoT by Market Segment 2017 – 2022
Table 7: Global AI Embedded Solution in Big Data and IoT by Segment 2017 - 2022
Table 8: Global AI Embedded Solution for IoT Device by Type 2017 - 2022
Table 9: Global AI Embedded Solution in IoT Device by AI Technology 2017 - 2022
Table 10: Global AI Embedded Solution in IoT Device by Industry Vertical 2017 - 2022
Table 11: AI Embedded Solution in IoT Device by Region 2017 - 2022
Table 12: APAC AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 13: Europe AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 14: North America AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 15: Middle East and Africa AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 16: Latin America AI Embedded Solution in IoT Device by Country 2017 - 2022
Table 17: Global AI Embedded Solution for IoT Platform by Type 2017 - 2022
Table 18: Global AI Embedded Solution in IoT Platform by AI Technology 2017 - 2022
Table 19: Global AI Embedded Solution in IoT Platform by Industry Vertical 2017 - 2022
Table 20: AI Embedded Solution in IoT Platform by Region 2017 - 2022
Table 21: APAC AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 22: Europe AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 23: North America AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 24: Middle East and Africa AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 25: Latin America AI Embedded Solution in IoT Platform by Country 2017 - 2022
Table 26: Global AI Embedded Solution for Digital Personal Assistant by Type 2017 - 2022
Table 27: Global AI Embedded Solution in Digital Personal Assistant by AI Technology 2017 - 2022
Table 28: Global AI Embedded Solution in Digital Personal Assistant by Sector 2017 - 2022
Table 29: Global AI Embedded Solution in Digital Personal Assistant by AI System 2017 - 2022
Table 30: AI Embedded Solution in Digital Personal Assistant by Region 2017 - 2022
Table 31: APAC AI Embedded Solution in Digital Personal Assistant by Country 2017 - 2022
Table 32: Europe AI Embedded Solution in Digital Personal Assistant by Country 2017 - 2022
Table 33: North America AI Embedded Solution in Digital Personal Assistant by Country 2017 - 2022
Table 34: ROW AI Embedded Solution in Digital Personal Assistant by Country 2017 - 2022
Table 35: Global AI Embedded Data Capture and Integration Solution by Big Data Tools 2017 - 2022
Table 36: Global AI Embedded Data Capture and Integration Solution by Industry Vertical 2017 - 2022
Table 37: AI Embedded Data Capture and Integration Solution by Region 2017 - 2022
Table 38: North America AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 39: APAC AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 40: Europe AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 41: Middle East and Africa AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 42: Latin America AI Embedded Data Capture and Integration Solution by Country 2017 - 2022
Table 43: Global AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 44: Global AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 45: Global AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 46: Global AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 47: Global AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 48: AI Predictive Analytics Solution by Region 2017 - 2022
Table 49: North America AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 50: North America AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 51: North America AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 52: North America AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 53: North America AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 54: North America AI Predictive Analytics Solution by Country 2017 - 2022
Table 55: Europe AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 56: Europe AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 57: Europe AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 58: Europe AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 59: Europe AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 60: Europe AI Predictive Analytics Solution by Country 2017 - 2022
Table 61: APAC AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 62: APAC AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 63: APAC AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 64: APAC AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 65: APAC AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 66: APAC AI Predictive Analytics Solution by Country 2017 - 2022
Table 67: MEA AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 68: MEA AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 69: MEA AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 70: MEA AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 71: MEA AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 72: MEA AI Predictive Analytics Solution by Country 2017 - 2022
Table 73: Latin America AI Predictive Analytics Solution by AI Technology 2017 - 2022
Table 74: Latin America AI Predictive Analytics Solution by Business Application 2017 - 2022
Table 75: Latin America AI Predictive Analytics Solution by Technology Application 2017 - 2022
Table 76: Latin America AI Predictive Analytics Solution by Business Goal 2017 - 2022
Table 77: Latin America AI Predictive Analytics Solution by Industry Vertical 2017 - 2022
Table 78: Latin America AI Predictive Analytics Solution by Country 2017 - 2022
Table 79: Global AI Professional Service in Big Data and IoT by Service Type 2017 - 2022
Table 80: Global AI Professional Service in Big Data and IoT by Segment 2017 - 2022
Table 81: Global AI Professional Service in Big Data and IoT by Industry Vertical 2017 - 2022
Table 82: AI Professional Service in Big Data and IoT by Region 2017 - 2022
Table 83: APAC AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 84: Europe AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 85: North America AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 86: Middle East and Africa AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 87: Latin America AI Professional Service in Big Data and IoT by Country 2017 - 2022
Table 88: Global AI Embedded Connected IoT Device by Type 2017 - 2022
Table 89: Global AI Embedded Connected IoT Device by IoT Platform 2017 - 2022
Table 90: Global AI Embedded Connected IoT Device by IoT Sector 2017 – 2022
Table 91: Global AI Embedded Connected IoT Device by AI Technology 2017 - 2022
Table 92: Global AI Embedded Connected IoT Device by Technology Application 2017 – 2022
Table 93: Global AI Embedded Connected IoT Device by Industry Vertical 2017 - 2022
Table 94: AI Embedded Connected IoT Device by Region 2017 - 2022
Table 95: North America AI Embedded Connected IoT Device by Country 2017 - 2022
Table 96: Europe AI Embedded Connected IoT Device by Country 2017 - 2022
Table 97: APAC AI Embedded Connected IoT Device by Country 2017 - 2022
Table 98: Middle East and Africa AI Embedded Connected IoT Device by Country 2017 - 2022
Table 99: Latin America AI Embedded Connected IoT Device by Country 2017 - 2022
Table 100: Global AI Embedded Connected IoT Things and Objects by IoT Platform 2017 - 2022
Table 101: Global AI Embedded Connected IoT Things and Objects by IoT Sector 2017 – 2022
Table 102: Global AI Embedded Connected IoT Things and Objects by AI Technology 2017 - 2022
Table 103: Global AI Embedded Connected IoT Things and Objects by Industry Vertical 2017 - 2022
Table 104: AI Embedded Connected IoT Things and Objects by Region 2017 - 2022
Table 105: North America AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 106: Europe AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 107: APAC AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 108: Middle East and Africa AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 109: Latin America AI Embedded Connected IoT Things and Objects by Country 2017 - 2022
Table 110: AI Embedded IoT Device Sales Revenue by Device Type 2017 – 2022
Table 111: AI Optimized IoT Component Market by Segment 2017 - 2022
Table 112: AI Optimized IoT Equipment Market by Segment 2017 - 2022
Table 113: AI Optimized IoT Software Market by Segment 2017 - 2022
Table 114: AI Optimized IoT Platform Market by Segment 2017 - 2022
