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Market Research Report

IoT Data Management and Analytics Market by Technology, Infrastructure, Deployment Model (Cloud vs. Premise), Solutions, Applications and Services in Industry Verticals 2021 - 2026

Published by Mind Commerce Product code 991614
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IoT Data Management and Analytics Market by Technology, Infrastructure, Deployment Model (Cloud vs. Premise), Solutions, Applications and Services in Industry Verticals 2021 - 2026
Published: February 26, 2021 Content info: 207 Pages
Description

Overview:

This report evaluates the market for IoT data management and analytics. The report analyzes key challenges and opportunities such as managing IoT data based on ownership, care of custody, and usage rights.

The report assesses the opportunity for IoT data as a service and IoT-driven decisions as a service. It includes forecasts by technology, infrastructure, applications and services for both static and real-time data from 2021 through 2026.

The report evaluates substantial market opportunities involving IoT data collection, storage, analytics and visualization. It identifies how real-time, streaming data IoT business data becomes highly valuable when it can be put into context and processes as it will facilitate completely new product and service offerings.

This facilitates new opportunities for supporting software, storage and analytics solutions. The report includes analysis of technologies, tools and platforms for collecting, storing and processing IoT data.

Select Report Findings:

  • Real-time monitoring in healthcare will reach $11B by 2026
  • Improved operations in retail sector will reach $2.8B by 2026
  • Global data collection solutions market to reach $7.3B by 2026
  • Global IoT data support software market to reach $23.4B by 2026
  • Global IoT data storage solutions market to reach $13.6B by 2026
  • Global IoT data analytics solutions market to reach $16B by 2026
  • Leading industry verticals are healthcare, manufacturing and retail
  • The Asia Pac region to lead the IoT data analytics market through 2026
  • APAC real-time IoT data analytics solutions alone to reach $6722M by 2026

Industrial IoT (IIoT) and enterprise IoT deployments in particular will generate a substantial amount of data, most of which will be of the unstructured variety, requiring next generation data analytics tools and techniques. For example, manufacturing processes produce vast amounts of machine-generated data, most of which is unstructured and from disparate sources and formats.

Accordingly, there is a need for uniform data management processes and use of big data analytics tools and techniques. While much of this data will be very useful for longer-term analytics, significant value will be realized from real-time processing such as centralized versus distributed manufacturing decisions.

It is important to recognize that intelligence within IoT networks is not inherent but rather must be carefully planned. Mind Commerce anticipates that IoT market elements will be found embedded within software programs, chipsets, and platforms as well as human-facing devices, which may rely upon a combination of local and cloud-based intelligence.

Just like the human nervous system, IoT networks will have both autonomic and cognitive functional components that provide intelligent control as well as nervous system-like end-points that provide signaling (detection and triggering of communications) and connectivity. Each of these system components are sources of potentially useful data, which must be analyzed to determine if useful information may be realized.

Target Audience:

  • IoT services companies
  • ICT infrastructure suppliers
  • Big Data and analytics companies
  • Data as a Service (DaaS) companies
  • Application developers and aggregators
  • Cloud-based service providers of all types
  • Managed service and middleware companies
  • Data processing and management companies

Organizations in Report:

  • Amdocs
  • AppDirect, Inc.
  • Horadata
  • Interdigital
  • Optiva (formerly RedKnee)
  • Terbine
  • Tilepay
  • Accenture
  • AGT International
  • Bosch Software Innovations
  • Capgemini
  • Cisco Systems, Inc.
  • General Electric
  • Google Inc.
  • Intel Corporation
  • Lynx Software Technologies, Inc.
  • Maana, Inc.
  • Microsoft Corporation
  • MongoDB Inc.
  • PTC
  • RIOT
  • SAP SE
  • SQLstream, Inc. (Guavus)
  • Teradata Corporation
  • Wind River
Table of Contents

Table of Contents

1 Executive Summary

2 IoT Data Management and Analytics Market Overview

  • 2.1 IoT Data Management and Analytics Market Ecosystem
  • 2.2 Overall IoT Data Management and Analytics Market Opportunity
  • 2.3 Regional IoT Data Management and Analytics Market Outlook

3 Introduction to IoT Data Management and Analytics

  • 3.1 IoT Data in the Emerging Data Economy
    • 3.1.1 IoT Data Strategy
    • 3.1.2 IoT and the Analytics of Things
    • 3.1.3 Specific Strategic Considerations
      • 3.1.3.1 Focus on Data Tiers
      • 3.1.3.2 Maintain a Value-based Approach
      • 3.1.3.3 Foster an Open Development Environment
  • 3.2 Unique IoT Data Management Requirements
    • 3.2.1 IoT Structured and Unstructured Data
    • 3.2.2 Key IoT Data Characteristics
      • 3.2.2.1 IoT Data is Real Time
      • 3.2.2.2 Massive Volumes of IoT Data
      • 3.2.2.3 IoT Data Generates Useful Insights
  • 3.3 IoT Data Management Operations
    • 3.3.1 Basic Data Implementation and Operational Challenges
      • 3.3.1.1 IoT Data Scalability
      • 3.3.1.2 IoT Data Integration
    • 3.3.2 Data Management and Processing Raw Data
    • 3.3.3 Centralized Storage and Decentralized Processing
    • 3.3.4 Accessing and Exchanging IoT Data via APIs
    • 3.3.5 Data Security and Personal Information Privacy
  • 3.4 Monetizing IoT Data and Analytics
    • 3.4.1 IoT Data vs. IoT Data Analytics
      • 3.4.1.1 IoT Data
      • 3.4.1.2 IoT Data Analytics
    • 3.4.2 Key IoT Data Management Monetization Issues
      • 3.4.2.1 IoT Data Ownership
      • 3.4.2.2 IoT Data Care of Custody
    • 3.4.3 Direct vs. Indirect Monetization
    • 3.4.4 Internal vs. External Enterprise IoT Data Monetization
      • 3.4.4.1 Enterprise Data and Analytics: Internal Monetization
      • 3.4.4.2 Enterprise Data and Analytics: External Monetization
    • 3.4.5 Public Data Monetization
    • 3.4.6 Hybrid IoT Monetization
    • 3.4.7 IoT Data Management and Analytics Monetization
      • 3.4.7.1 IoT Data as a Service
      • 3.4.7.2 IoT Data Analytics as a Service
      • 3.4.7.3 Decisions as a Service
  • 3.5 IoT Data Operational Requirements
    • 3.5.1 IoT OSS and BSS
      • 3.5.1.1 IoT Operational Support Systems
      • 3.5.1.2 IoT Billing Support Systems
    • 3.5.2 IoT Mediation and Orchestration
      • 3.5.2.1 IoT Mediation and Orchestration Functionality
        • 3.5.2.1.1 IoT Mediation and Orchestration: Virtualization
        • 3.5.2.1.2 IoT Mediation and Orchestration: Identity Management
        • 3.5.2.1.3 Emerging Technologies for IoT Mediation and Orchestration
      • 3.5.2.2 IoT Mediation and Orchestration in Support of Industry Verticals
      • 3.5.2.3 Communication Service Provider Role in IoT Mediation and Orchestration Ecosystem
      • 3.5.2.4 IoT Mediation and Orchestration Roadmap
  • 3.6 Market Outlook for IoT Data Analytics
    • 3.6.1 IoT Data Management is a Ubiquitous Opportunity across Enterprise
    • 3.6.2 IoT Data becomes a Big Revenue Opportunity by 2028
    • 3.6.3 Organizations increasing Adopt Predictive Analytics with IoT Data
    • 3.6.4 Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
    • 3.6.5 Intelligent Strategy and Smart Investment in IoT Data Analytics
    • 3.6.6 IoT Data to Produce Substantial Operational Savings and Generate New Business
    • 3.6.7 Tools Designed Specifically for IoT Data Management and Analytics
    • 3.6.8 IoT Data Management and Analytics Roadmap 2016 to 2025
      • 3.6.8.1 IoT Data Landscape from 2020 to 2023
      • 3.6.8.2 IoT Data Landscape from 2024 to 2026
      • 3.6.8.3 IoT Data Landscape from 2027 and Beyond

4 IoT Data Management and Analytics Market Dynamics

  • 4.1 IoT Data Management Drivers
  • 4.2 IoT Data Management Challenges

5 IoT Data Platform Providers

  • 5.1 Amdocs
  • 5.2 AppDirect, Inc.
  • 5.3 City Data Exchange
  • 5.4 Horadata
  • 5.5 Interdigital
  • 5.6 Optiva (formerly RedKnee)
  • 5.7 Terbine
  • 5.8 Tilepay

6 Technologies Enabling IoT Data

  • 6.1 Present Technologies are Not Suitable for IoT Data
    • 6.1.1 Enhanced Tools needed for Machine Generated Data in IoT
    • 6.1.2 Advantages and Limitations of Hadoop in IoT Data
  • 6.2 Technologies Specially Developed for IoT Data
    • 6.2.1 Emerging Unified Logging Layer Approach
    • 6.2.2 Data Formatting for IoT Devices
    • 6.2.3 Leading IoT Protocols
      • 6.2.3.1 OASIS MQTT Ver. 3.1.1 Emerging as Fundamental Enabler for IoT Applications
      • 6.2.3.2 XMPP Increases its Suitability for IoT
      • 6.2.3.3 AMQP Provides Rich Capabilities for Distributed Systems
      • 6.2.3.4 DDS enables IoT Network Interoperability
    • 6.2.4 Analytics Platforms and Cloud based Data Storage for IoT Data
      • 6.2.4.1 Cloud based Analytics Platforms for IoT
      • 6.2.4.2 Cloud-based Data Storage Service and Management Toolsets
      • 6.2.4.3 BDP Solutions for IoT Data Analysis
      • 6.2.4.4 Framework and Platforms for Computing and Analyzing Edge Data
      • 6.2.4.5 Predictivity Solutions and Platforms
      • 6.2.4.6 Cloud based Analytics Systems for IoT
      • 6.2.4.7 IoT Data and Analytics Database Systems
      • 6.2.4.8 IoT Data Analytics Platforms and Services

7 Global IoT Data Market Analysis and Forecasts 2021 - 2026

  • 7.1 Overall IoT Data Market Considerations and Outlook
    • 7.1.1 Analytics for IoT Application Considerations
    • 7.1.2 IoT Data Processing and Analysis Pilots to Predominate through 2028
  • 7.2 Market Outlook and Forecasts for IoT Data 2021 - 2026
    • 7.2.1 IoT Data by Region 2021 - 2026
    • 7.2.2 IoT Data Analytics Service Opportunities
    • 7.2.3 IoT Data Products 2021 - 2026
      • 7.2.3.1 High Demand for Platforms Providing Full Stack IoT Data Functionality through 2028
      • 7.2.3.2 Single Product Platforms for IoT Data poised for Rapid Growth
        • 7.2.3.2.1 Deployment of Data Collection Solutions 2021 - 2026
        • 7.2.3.2.2 Deployment of Data Storage 2021 - 2026
        • 7.2.3.2.3 Deployment of Data Analytics 2021 - 2026
      • 7.2.3.3 IoT Data Management Support Software a Major Growth Opportunity Area
    • 7.2.4 Cloud vs. On-Premise IoT Data Platform Deployment 2021 - 2026
    • 7.2.5 Streaming IoT Data Analytics Revenue 2021 - 2026
      • 7.2.5.1 Global Streaming Data Analytics Revenue for IoT
      • 7.2.5.1 Global Streaming IoT Data Analytics Revenue by App, Software, and Services
      • 7.2.5.1 Global Streaming IoT Data Analytics Revenue in Industry Verticals
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Retail
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Retail Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Retail Revenue by App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Telecom and IT
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Telecom and IT Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Telecom & IT App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Energy and Utility
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Energy and Utility Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Energy and Utilities Revenue by App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Government
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Government Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Government Revenue by App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Healthcare and Life Science
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Healthcare Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Healthcare Revenue by App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Manufacturing
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Manufacturing Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Manufacturing Revenue by App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Transportation & Logistics
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Transportation & Logistics Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Transportation & Logistics Revenue by App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Banking and Finance
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Banking and Finance Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Banking & Finance App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Smart Cities
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Smart City Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Smart City App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Automotive
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Automobile Industry Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Automotive Industry App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Education
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Education Industry Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Education Industry App, Software, and Service
        • 7.2.5.1.1 Streaming IoT Data Analytics Revenue in Outsourcing Services
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Outsourcing Segment
          • 7.2.5.1.1.1 Streaming IoT Data Analytics Revenue by Outsourcing Industry App, Software, and Service
      • 7.2.5.1 Streaming IoT Data Analytics Revenue by Leading Vendor Platform
    • 7.2.6 Global IoT Data by Industry Sector 2021 - 2026
      • 7.2.6.1 Healthcare Sector IoT Data 2021 - 2026
      • 7.2.6.2 Retail Sector in IoT Data 2021 - 2026
      • 7.2.6.3 Manufacturing and Industrial Automation and IoT Data 2021 - 2026
      • 7.2.6.4 HVAC Industry in IoT Data 2021 - 2026
      • 7.2.6.5 Oil & Cargo Industry in IoT 2021 - 2026
      • 7.2.6.6 Transport & Cargo Industry in IoT Data 2021 - 2026
      • 7.2.6.7 Utility Industry in IoT Data 2021 - 2026
      • 7.2.6.8 Consumer Electronics Industry in IoT Data 2021 - 2026
    • 7.2.7 IoT Data as a Service 2021 - 2026
  • 7.3 IoT Data Infrastructure ROI Assessment
    • 7.3.1 Factors Determining ROI for IoT
    • 7.3.2 ROI for IoT Investments by Industrial Sector
      • 7.3.2.1 ROI Assessment for IoT Data in the Retail Sector
      • 7.3.2.2 ROI Assessment for IoT Data in the Healthcare Sector

8 Vendor Analysis

  • 8.1 Key Vendor Trends in IoT Data
  • 8.2 Large Companies to Lead through M&A and Partnerships
    • 8.2.1 Early Beneficiaries: Established Companies in Analytics and Cloud Services
    • 8.2.2 Flexible and Scalable Revenue Model will be Most Successful
  • 8.3 Select Company Analysis
    • 8.3.1 Recent Development of Major Players
    • 8.3.2 Accenture
    • 8.3.3 AGT International
    • 8.3.4 Bosch Software Innovations
    • 8.3.5 Capgemini
    • 8.3.6 Cisco Systems, Inc.
    • 8.3.7 GE Digital
    • 8.3.8 Google
    • 8.3.9 Intel Corporation
    • 8.3.10 Lynx Software Technologies, Inc.
    • 8.3.11 Maana, Inc.
    • 8.3.12 Microsoft Corporation
    • 8.3.13 MongoDB Inc.
    • 8.3.14 ParStream (now fully part of Cisco)
    • 8.3.15 PTC
    • 8.3.16 RIOT
    • 8.3.17 SAP SE
    • 8.3.18 SQLstream, Inc. (Guavus)
    • 8.3.19 Tellient
    • 8.3.20 Teradata Corporation
    • 8.3.21 Wind River

9 IoT Data Management and Analytics Market Benefits, Capabilities, and Case Studies

  • 9.1 IoT Data Analytics Solutions Benefits
  • 9.2 Key Capabilities for Data Management in IoT
  • 9.3 IoT Data Analytics Case Studies
    • 9.3.1 AWS IoT Case Study
    • 9.3.2 Predictive Analytics for Supply Chain Management
    • 9.3.3 American Instrumentation implements Azure-based IoT Solution
    • 9.3.4 IoT-Commercial Real Estate Management

10 Conclusions and Recommendations

11 Appendix

  • 11.1 Global Streaming IoT Data Analytics 2021 - 2026
  • 11.2 Regional Streaming IoT Data Analytics 2021 - 2026
    • 11.2.1 Regional Streaming IoT Data Highlights
    • 11.2.2 Asia Pacific Market 2021 - 2026
    • 11.2.3 Europe Market 2021 - 2026
    • 11.2.4 North America Market 2021 - 2026
    • 11.2.5 Latin America Market 2021 - 2026
    • 11.2.6 Middle East and Africa Market 2021 - 2026
  • 11.3 Streaming IoT Data Analytics by Country 2021 - 2026
    • 11.3.1 Streaming IoT Data in Asia Pacific Countries 2021 - 2026
      • 11.3.1.1 Leading Asia Pac Countries
      • 11.3.1.2 Japan Market 2021 - 2026
      • 11.3.1.3 China Market Revenue
      • 11.3.1.4 India Market Revenue
      • 11.3.1.5 Australia Market Revenue
    • 11.3.2 Streaming IoT Data in Europe Countries 2021 - 2026
      • 11.3.2.1 Leading European Countries
      • 11.3.2.2 Germany Market Revenue
      • 11.3.2.3 UK Market Revenue
      • 11.3.2.4 France Market Revenue
    • 11.3.3 Streaming IoT Data in North America Countries 2021 - 2026
      • 11.3.3.1 Leading North American Countries
      • 11.3.3.2 US Market Revenue
      • 11.3.3.3 Canada Market Revenue
    • 11.3.4 Streaming IoT Data in Latin America Countries 2021 - 2026
      • 11.3.4.1 Leading Latin American Countries
      • 11.3.4.2 Brazil Market Revenue
      • 11.3.4.3 Mexico Market Revenue
    • 11.3.5 Streaming IoT Data in Middle East and Africa Countries 2021 - 2026
      • 11.3.5.1 Leading Middle East and Africa Countries
      • 11.3.5.2 South Africa Market Revenue
      • 11.3.5.3 UAE Market Revenue

Figures

  • Figure 1: IT and OT IoT Data Merge
  • Figure 2: IoT Data Strategy impacts Architecture
  • Figure 3: A Vision of IoT Data by 2021
  • Figure 4: IoT Data vs. Non-IoT Unstructured Data
  • Figure 5: IoT Data Processing Flow
  • Figure 6: Distributed IoT Data Architecture
  • Figure 7: IoT Data Not Stored Only
  • Figure 8: Real-time IoT Data Management and Analytics
  • Figure 9: APIs enable IoT Data Access and Exchange
  • Figure 10: Security in IoT Data Architecture
  • Figure 11: IoT Data Care of Custody
  • Figure 12: Direct vs. Indirect IoT Data Monetization
  • Figure 13: Internal vs. External IoT Data Monetization
  • Figure 14: Merging IoT Data Sources - Hybrid Data
  • Figure 15: IoT Data Exchange Marketplace
  • Figure 16: IoT Mediation Architecture
  • Figure 17: IoT Identity Database Functionality
  • Figure 18: IoT Permissions Database
  • Figure 19: IoT Permissions Hierarchy
  • Figure 20: IoT Device Discovery and Alerting
  • Figure 21: IoT Device Discovery Dashboard
  • Figure 22: Smartphone Alert of Blocked IoT Connection Attempt
  • Figure 23: Smart Watch Alert of Blocked IoT Connection Attempt
  • Figure 24: IoT Mediation and Virtual Control of Real Objects
  • Figure 25: IoT Mediation in Industry Verticals
  • Figure 26: Phase One: Limited IoT Data Sharing without Formalized Mediation
  • Figure 27: Phase Two: IoT Data Sharing between Limited Industries
  • Figure 28: Phase Three: Broadly shared IoT Data across Industries and between Competitors
  • Figure 29: Inclusion of Predictive Models in Streaming IoT Data Analytics
  • Figure 30: Streaming IoT Data Sources Compared
  • Figure 31: Comparison of IoT Data Analytics Investment Focus
  • Figure 32: IoT Data Analytics Technology and Tool Choice in Enterprise
  • Figure 33: IoT Data Operational Savings and New Revenue Opportunities
  • Figure 34: IoT Data Management and Analytics Roadmap 2016 to 2025
  • Figure 35: IoT Data Management and Analytics Market Drivers and Challenges
  • Figure 36: IoT Data Platform Functions
  • Figure 37: IoT Data Market 2021 - 2026
  • Figure 38: Regional IoT Data Management 2021 - 2026
  • Figure 39: IoT Data by Platform and Software 2021 - 2026
  • Figure 40: Full Stack Platforms for IoT Data 2021 - 2026
  • Figure 41: Single Product Platforms for IoT Data 2021 - 2026
  • Figure 42: IoT Data Collection Solutions 2021 - 2026
  • Figure 43: Regional IoT Data Collection Solutions 2021 - 2026
  • Figure 44: IoT Data Storage Solutions 2021 - 2026
  • Figure 45: Regional IoT Data Storage Solutions 2021 - 2026
  • Figure 46: IoT Data Analytics Solutions 2021 - 2026
  • Figure 47: Regional IoT Data Analytics Solutions 2021 - 2026
  • Figure 48: IoT Data Support Software 2021 - 2026
  • Figure 49: IoT Data by Deployment Model 2021 - 2026
  • Figure 50: Global Streaming IoT Data Analytics 2021 - 2026
  • Figure 51: IoT Data by Industry Vertical 2021 - 2026
  • Figure 52: IoT Data by Healthcare Industry 2021 - 2026
  • Figure 53: Regional IoT Data by Healthcare Industry 2021 - 2026
  • Figure 54: IoT Data by Retail Industry 2021 - 2026
  • Figure 55: Regional IoT Data by Retail Industry 2021 - 2026
  • Figure 56: IoT Data by Manufacturing Industry 2021 - 2026
  • Figure 57: Regional IoT Data by Manufacturing Industry 2021 - 2026
  • Figure 58: Investment in IoT Data by HVAC Industry 2021 - 2026
  • Figure 59: Regional Investment in IoT Data by HVAC Industry 2021 - 2026
  • Figure 60: IoT Data by Oil and Gas Industry 2021 - 2026
  • Figure 61: Regional IoT Data by Oil and Gas Industry 2021 - 2026
  • Figure 62: IoT Data by Transport and Cargo Industry 2021 - 2026
  • Figure 63: Regional IoT Data by Transport and Cargo Industry 2021 - 2026
  • Figure 64: IoT Data by Utility Industry 2021 - 2026
  • Figure 65: IoT Data by Utility Industry 2021 - 2026
  • Figure 66: IoT Data by Consumer Electronics Industry 2021 - 2026
  • Figure 67: Regional IoT Data by Consumer Electronics Industry 2021 - 2026
  • Figure 68: IoT Data-as-a-Service Market 2021 - 2026
  • Figure 69: IoT Data-as-a-Service Revenue by Region 2021 - 2026
  • Figure 70: IoT Data-as-a-Service Revenue by Industry Sector 2021 - 2026
  • Figure 71: Global ROI Assessment of IoT Data Investment 2021 - 2026
  • Figure 72: ROI Assessment of IoT Data by Retail Sector 2021 - 2026
  • Figure 73: IoT Data in Retail Sector by ROI Factor 2021 - 2026
  • Figure 74: ROI Assessment of IoT Data by Healthcare Sector 2021 - 2026
  • Figure 75: IoT Data in Healthcare Sector by ROI Factor 2021 - 2026
  • Figure 76: IoT Data Analytics Benefits
  • Figure 77: IoT Data Analytics Capabilities
  • Figure 78: IoT Technology and Solutions Stack

Tables

  • Table 1: IoT Data Market 2021 - 2026
  • Table 2: Regional IoT Data Management 2021 - 2026
  • Table 3: IoT Data by Platform and Software 2021 - 2026
  • Table 4: Full Stack Platforms for IoT Data
  • Table 5: Single Product Platforms for IoT Data 2021 - 2026
  • Table 6: IoT Data Collection Solutions 2021 - 2026
  • Table 7: Regional IoT Data Collection Solutions 2021 - 2026
  • Table 8: IoT Data Storage Solutions 2021 - 2026
  • Table 9: Regional IoT Data Storage Solutions 2021 - 2026
  • Table 10: IoT Data Analytics Solutions 2021 - 2026
  • Table 11: Regional IoT Data Analytics Solutions 2021 - 2026
  • Table 12: IoT Data Support Software 2021 - 2026
  • Table 13: IoT Data by Deployment Model 2021 - 2026
  • Table 14: Global Streaming IoT Data Analytics Revenue by App, Software, and Service 2021 - 2026
  • Table 15: Global Streaming IoT Data Analytics Revenue in Industry Vertical 2021 - 2026
  • Table 16: Retail Streaming IoT Data Analytics Revenue by Retail Segment 2021 - 2026
  • Table 17: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services 2021 - 2026
  • Table 18: Telecom & IT Streaming IoT Data Analytics Rev by Segment 2021 - 2026
  • Table 19: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services 2021 - 2026
  • Table 20: Energy & Utilities Streaming IoT Data Analytics Rev by Segment 2021 - 2026
  • Table 21: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services 2021 - 2026
  • Table 22: Government Streaming IoT Data Analytics Revenue by Segment 2021 - 2026
  • Table 23: Government Streaming IoT Data Analytics Revenue by App, Software, and Services 2021 - 2026
  • Table 24: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment 2021 - 2026
  • Table 25: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services 2021 - 2026
  • Table 26: Manufacturing Streaming IoT Data Analytics Revenue by Segment 2021 - 2026
  • Table 27: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services 2021 - 2026
  • Table 28: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment 2021 - 2026
  • Table 29: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services 2021 - 2026
  • Table 30: Banking and Finance Streaming IoT Data Analytics Revenue by Segment 2021 - 2026
  • Table 31: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services 2021 - 2026
  • Table 32: Smart Cities Streaming IoT Data Analytics Revenue by Segment 2021 - 2026
  • Table 33: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services 2021 - 2026
  • Table 34: Automotive Streaming IoT Data Analytics Revenue by Segment 2021 - 2026
  • Table 35: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services 2021 - 2026
  • Table 36: Education Streaming IoT Data Analytics Revenue by Segment 2021 - 2026
  • Table 37: Education Streaming IoT Data Analytics Revenue by App, Software, and Services 2021 - 2026
  • Table 38: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment 2021 - 2026
  • Table 39: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services 2021 - 2026
  • Table 40: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2021 - 2026
  • Table 41: IoT Data by Industry Vertical 2021 - 2026
  • Table 42: IoT Data by Healthcare Industry 2021 - 2026
  • Table 43: Regional IoT Data by Healthcare Industry 2021 - 2026
  • Table 44: IoT Data by Retail Industry 2021 - 2026
  • Table 45: Regional IoT Data by Retail Industry 2021 - 2026
  • Table 46: IoT Data by Manufacturing Industry 2021 - 2026
  • Table 47: Regional IoT Data by Manufacturing Industry 2021 - 2026
  • Table 48: Investments in IoT Data by HVAC Industry 2021 - 2026
  • Table 49: Regional Investment in IoT Data by HVAC Industry 2021 - 2026
  • Table 50: IoT Data by Oil and Gas Industry 2021 - 2026
  • Table 51: Regional IoT Data by Oil and Gas Industry 2021 - 2026
  • Table 52: IoT Data by Transport and Cargo Industry 2021 - 2026
  • Table 53: Regional IoT Data by Transport and Cargo Industry 2021 - 2026
  • Table 54: IoT Data by Utility Industry 2021 - 2026
  • Table 55: IoT Data by Utility Industry 2018 - 2028
  • Table 56: IoT Data by Utility Industry 2021 - 2026
  • Table 57: Regional IoT Data by Consumer Electronics Industry 2021 - 2026
  • Table 58: IoT Data as a Service Market 2021 - 2026
  • Table 59: IoT Data as Service Revenue by Region 2021 - 2026
  • Table 60: IoT Data as a Service Revenue by Industry Vertical 2021 - 2026
  • Table 61: Global RoI Assessment of IoT Data Investment 2021 - 2026
  • Table 62: ROI Assessment of IoT Data Investment by Industry Sector 2021 - 2026
  • Table 63: ROI Assessment of IoT Data by Retail Sector 2021 - 2026
  • Table 64: IoT Data in Retail Sector by ROI Factor 2021 - 2026
  • Table 65: ROI Assessment of IoT Data by Healthcare Sector 2021 - 2026
  • Table 66: IoT Data in Healthcare Sector by ROI Factor 2021 - 2026
  • Table 67: Streaming IoT Data Analytics Revenue by Region 2021 - 2026
  • Table 68: APAC Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 69: APAC Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 70: APAC Streaming IoT Data Analytics by Leading Vendor Platforms 2021 - 2026
  • Table 71: Europe Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 72: Europe Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 73: Europe Streaming IoT Data Analytics by Leading Vendor Platforms 2021 - 2026
  • Table 74: North America Streaming IoT Data Analytics Revenue by Solution and Services 2021 - 2026
  • Table 75: North America Streaming IoT Data Analytics Revenue by Industry Vertical 2021 - 2026
  • Table 76: North America Streaming IoT Data Analytics by Leading Vendor Platforms 2021 - 2026
  • Table 77: Latin America Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 78: Latin America Streaming IoT Data Analytics Revenue by Industry Vertical 2021 - 2026
  • Table 79: Latin America Streaming IoT Data Analytics by Leading Vendor Platforms 2021 - 2026
  • Table 80: ME&A Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 81: ME&A Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 82: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2021 - 2026
  • Table 83: Streaming IoT Data Analytics by APAC Countries 2021 - 2026
  • Table 84: Japan Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 85: Japan Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 86: China Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 87: China Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 88: India Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 89: India Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 90: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2021 - 2026
  • Table 91: Australia Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 92: Streaming IoT Data Analytics by Europe Countries 2021 - 2026
  • Table 93: Germany Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 94: Germany Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 95: UK Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 96: UK Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 97: France Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 98: France Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 99: Streaming IoT Data Analytics by North America Countries 2021 - 2026
  • Table 100: US Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 101: US Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 102: Canada Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 103: Canada Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 104: Streaming IoT Data Analytics by Latin America Countries 2021 - 2026
  • Table 105: Brazil Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 106: Brazil Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 107: Mexico Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 108: Mexico Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 109: Streaming IoT Data Analytics by ME&A Countries 2021 - 2026
  • Table 110: South Africa Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 111: South Africa Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
  • Table 112: UAE Streaming IoT Data Analytics by Solution and Services 2021 - 2026
  • Table 113: UAE Streaming IoT Data Analytics by Industry Vertical 2021 - 2026
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