Over 40% of the Operational Value of IoT is Extracting and Monetizing Unstructured Data
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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. It 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 2023 through 2028.
The report also 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. For example, over 40% of the operational value of IoT is extracting and monetizing unstructured data
Select Report Findings:
- Real-time monitoring in healthcare will reach $13.4B by 2028
- Global data collection solutions market to reach $7.9B by 2028
- Improved operations in the retail sector will reach $3.7B by 2028
- Global IoT data support software market to reach $27.2B by 2028
- Global IoT data storage solutions market to reach $15.2B by 2028
- Leading industry verticals are healthcare, manufacturing and retail
- The Asia Pac region to lead the IoT data analytics market through 2028
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 the 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. 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.
With the purchase of this report at the Multi-user License or greater level, you will have access to one hour with an expert analyst who will help you link key findings in the report to the business issues you're addressing. This will need to be used within three months of purchase.
This report also includes a complimentary Excel file with data from the report for purchasers at the Site License or greater level.
Table of Contents
1 Executive Summary
2 IoT Data Management and Analytics Market Overview
2.1 IoT Data Management and Analytics Market Ecosystem
2.2 Overall IoT Data Management and Analytics Market Opportunity
2.3 Regional IoT Data Management and Analytics Market Outlook
3 Introduction to IoT Data Management and Analytics
3.1 IoT Data in the Emerging Data Economy
3.1.1 IoT Data Strategy
3.1.2 IoT and the Analytics of Things
3.1.3 Specific Strategic Considerations
3.1.3.1 Focus on Data Tiers
3.1.3.2 Maintain a Value-based Approach
3.1.3.3 Foster an Open Development Environment
3.2 Unique IoT Data Management Requirements
3.2.1 IoT Structured and Unstructured Data
3.2.2 Key IoT Data Characteristics
3.2.2.1 IoT Data in Real-Time
3.2.2.2 Massive Volumes of IoT Data
3.2.2.3 IoT Data Generates Useful Insights
3.3 IoT Data Management Operations
3.3.1 Basic Data Implementation and Operational Challenges
3.3.1.1 IoT Data Scalability
3.3.1.2 IoT Data Integration
3.3.2 Data Management and Processing Raw Data
3.3.3 Centralized Storage and Decentralized Processing
3.3.4 Accessing and Exchanging IoT Data via APIs
3.3.5 Data Security and Personal Information Privacy
3.4 Monetizing IoT Data and Analytics
3.4.1 IoT Data vs. IoT Data Analytics
3.4.1.1 IoT Data
3.4.1.2 IoT Data Analytics
3.4.2 Key IoT Data Management Monetization Issues
3.4.2.1 IoT Data Ownership
3.4.2.2 IoT Data Care of Custody
3.4.3 Direct vs. Indirect Monetization
3.4.4 Internal vs. External Enterprise IoT Data Monetization
3.4.4.1 Enterprise Data and Analytics: Internal Monetization
3.4.4.2 Enterprise Data and Analytics: External Monetization
3.4.5 Public Data Monetization
3.4.6 Hybrid IoT Monetization
3.4.7 IoT Data Management and Analytics Monetization
3.4.7.1 IoT Data as a Service
3.4.7.2 IoT Data Analytics as a Service
3.4.7.3 Decisions as a Service
3.5 IoT Data Operational Requirements
3.5.1 IoT OSS and BSS
3.5.1.1 IoT Operational Support Systems
3.5.1.2 IoT Billing Support Systems
3.5.2 IoT Mediation and Orchestration
3.5.2.1 IoT Mediation and Orchestration Functionality
3.5.2.1.1 IoT Mediation and Orchestration: Virtualization
3.5.2.1.2 IoT Mediation and Orchestration: Identity Management
3.5.2.1.3 Emerging Technologies for IoT Mediation and Orchestration
3.5.2.2 IoT Mediation and Orchestration in Support of Industry Verticals
3.5.2.3 Communication Service Provider Role in IoT Mediation and Orchestration Ecosystem
3.5.2.4 IoT Mediation and Orchestration Roadmap
3.6 Market Outlook for IoT Data Analytics
3.6.1 IoT Data Management is a Ubiquitous Opportunity across Enterprise
3.6.2 IoT Data becomes a Big Revenue Opportunity by 2028
3.6.3 Organizations increasing Adopt Predictive Analytics with IoT Data
3.6.4 Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
3.6.5 Intelligent Strategy and Smart Investment in IoT Data Analytics
3.6.6 IoT Data to Produce Substantial Operational Savings and Generate New Business
3.6.7 Tools Designed Specifically for IoT Data Management and Analytics
3.6.8 IoT Data Management and Analytics Roadmap 2016 to 2025
3.6.8.1 IoT Data Landscape from 2020 to 2023
3.6.8.2 IoT Data Landscape from 2024 to 2026
3.6.8.3 IoT Data Landscape from 2027 and Beyond
4 IoT Data Management and Analytics Market Dynamics
4.1 IoT Data Management Drivers
4.2 IoT Data Management Challenges
5 IoT Data Platform Providers
5.1 Amdocs
5.2 AppDirect, Inc.
5.3 City Data Exchange
5.4 Horadata
5.5 Interdigital
5.6 Optiva (formerly RedKnee)
5.7 Terbine
5.8 Tilepay
6 Technologies Enabling IoT Data
6.1 Present Technologies are Not Suitable for IoT Data
6.1.1 Enhanced Tools needed for Machine Generated Data in IoT
6.1.2 Advantages and Limitations of Hadoop in IoT Data
6.2 Technologies Specially Developed for IoT Data
6.2.1 Emerging Unified Logging Layer Approach
6.2.2 Data Formatting for IoT Devices
6.2.3 Leading IoT Protocols
6.2.3.1 OASIS MQTT Ver. 3.1.1 Emerging as Fundamental Enabler for IoT Applications
6.2.3.2 XMPP Increases its Suitability for IoT
6.2.3.3 AMQP Provides Rich Capabilities for Distributed Systems
6.2.3.4 DDS enables IoT Network Interoperability
6.2.4 Analytics Platforms and Cloud based Data Storage for IoT Data
6.2.4.1 Cloud based Analytics Platforms for IoT
6.2.4.2 Cloud-based Data Storage Service and Management Toolsets
6.2.4.3 BDP Solutions for IoT Data Analysis
6.2.4.4 Framework and Platforms for Computing and Analyzing Edge Data
6.2.4.5 Predictivity Solutions and Platforms
6.2.4.6 Cloud based Analytics Systems for IoT
6.2.4.7 IoT Data and Analytics Database Systems
6.2.4.8 IoT Data Analytics Platforms and Services
7 Global IoT Data Market Analysis and Forecasts 2023 - 2028
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 2023 - 2028
7.2.1 IoT Data by Region 2023 - 2028
7.2.2 IoT Data Analytics Service Opportunities
7.2.3 IoT Data Products 2023 - 2028
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 2023 - 2028
7.2.3.2.2 Deployment of Data Storage 2023 - 2028
7.2.3.2.3 Deployment of Data Analytics 2023 - 2028
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 2023 - 2028
7.2.5 Streaming IoT Data Analytics Revenue 2023 - 2028
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 2023 - 2028
7.2.6.1 Healthcare Sector IoT Data 2023 - 2028
7.2.6.2 Retail Sector in IoT Data 2023 - 2028
7.2.6.3 Manufacturing and Industrial Automation and IoT Data 2023 - 2028
7.2.6.4 HVAC Industry in IoT Data 2023 - 2028
7.2.6.5 Oil & Cargo Industry in IoT 2023 - 2028
7.2.6.6 Transport & Cargo Industry in IoT Data 2023 - 2028
7.2.6.7 Utility Industry in IoT Data 2023 - 2028
7.2.6.8 Consumer Electronics Industry in IoT Data 2023 - 2028
7.2.7 IoT Data as a Service 2023 - 2028
7.3 IoT Data Infrastructure ROI Assessment
7.3.1 Factors Determining ROI for IoT
7.3.2 ROI for IoT Investments by Industrial Sector
7.3.2.1 ROI Assessment for IoT Data in the Retail Sector
7.3.2.2 ROI Assessment for IoT Data in the Healthcare Sector
8 Vendor Analysis
8.1 Key Vendor Trends in IoT Data
8.2 Large Companies to Lead through M&A and Partnerships
8.2.1 Early Beneficiaries: Established Companies in Analytics and Cloud Services
8.2.2 Flexible and Scalable Revenue Model will be Most Successful
8.3 Select Company Analysis
8.3.1 Recent Development of Major Players
8.3.2 Accenture
8.3.3 AGT International
8.3.4 Bosch Software Innovations
8.3.5 Capgemini
8.3.6 Cisco Systems, Inc.
8.3.7 GE Digital
8.3.8 Google
8.3.9 Intel Corporation
8.3.10 Lynx Software Technologies, Inc.
8.3.11 Maana, Inc.
8.3.12 Microsoft Corporation
8.3.13 MongoDB Inc.
8.3.14 ParStream (Cisco)
8.3.15 PTC
8.3.16 RIOT
8.3.17 SAP SE
8.3.18 SQLstream, Inc. (Guavus)
8.3.19 Tellient
8.3.20 Teradata Corporation
8.3.21 Wind River
9 IoT Data Management and Analytics Market Benefits, Capabilities, and Case Studies
9.1 IoT Data Analytics Solutions Benefits
9.2 Key Capabilities for Data Management in IoT
9.3 IoT Data Analytics Case Studies
9.3.1 AWS IoT Case Study
9.3.2 Predictive Analytics for Supply Chain Management
9.3.3 American Instrumentation implements Azure-based IoT Solution
9.3.4 IoT-Commercial Real Estate Management
10 Conclusions and Recommendations
11 Appendix
11.1 Global Streaming IoT Data Analytics 2023 - 2028
11.2 Regional Streaming IoT Data Analytics 2023 - 2028
11.2.1 Regional Streaming IoT Data Highlights
11.2.2 Asia Pacific Market 2023 - 2028
11.2.3 Europe Market 2023 - 2028
11.2.4 North America Market 2023 - 2028
11.2.5 Latin America Market 2023 - 2028
11.2.6 Middle East and Africa Market 2023 - 2028
11.3 Streaming IoT Data Analytics by Country 2023 - 2028
11.3.1 Streaming IoT Data in Asia Pacific Countries 2023 - 2028
11.3.1.1 Leading Asia Pac Countries
11.3.1.2 Japan Market 2023 - 2028
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 2023 - 2028
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 2023 - 2028
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 2023 - 2028
11.3.4.1 Leading Latin American Countries
11.3.4.2 Brazil Market Revenue
11.3.4.3 Mexico Market Revenue
11.3.5 Streaming IoT Data in the Middle East and Africa Countries 2023 - 2028
11.3.5.1 Leading Middle East and African Countries
11.3.5.2 South Africa Market Revenue
11.3.5.3 UAE Market Revenue
List of 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 2023 - 2028
Figure 38: Regional IoT Data Management 2023 - 2028
Figure 39: IoT Data by Platform and Software 2023 - 2028
Figure 40: Full Stack Platforms for IoT Data 2023 - 2028
Figure 41: Single Product Platforms for IoT Data 2023 - 2028
Figure 42: IoT Data Collection Solutions 2023 - 2028
Figure 43: Regional IoT Data Collection Solutions 2023 - 2028
Figure 44: IoT Data Storage Solutions 2023 - 2028
Figure 45: Regional IoT Data Storage Solutions 2023 - 2028
Figure 46: IoT Data Analytics Solutions 2023 - 2028
Figure 47: Regional IoT Data Analytics Solutions 2023 - 2028
Figure 48: IoT Data Support Software 2023 - 2028
Figure 49: IoT Data by Deployment Model 2023 - 2028
Figure 50: Global Streaming IoT Data Analytics 2023 - 2028
Figure 51: IoT Data by Industry Vertical 2023 - 2028
Figure 52: IoT Data by Healthcare Industry 2023 - 2028
Figure 53: Regional IoT Data by Healthcare Industry 2023 - 2028
Figure 54: IoT Data by Retail Industry 2023 - 2028
Figure 55: Regional IoT Data by Retail Industry 2023 - 2028
Figure 56: IoT Data by Manufacturing Industry 2023 - 2028
Figure 57: Regional IoT Data by Manufacturing Industry 2023 - 2028
Figure 58: Investment in IoT Data by HVAC Industry 2023 - 2028
Figure 59: Regional Investment in IoT Data by HVAC Industry 2023 - 2028
Figure 60: IoT Data by Oil and Gas Industry 2023 - 2028
Figure 61: Regional IoT Data by Oil and Gas Industry 2023 - 2028
Figure 62: IoT Data by Transport and Cargo Industry 2023 - 2028
Figure 63: Regional IoT Data by Transport and Cargo Industry 2023 - 2028
Figure 64: IoT Data by Utility Industry 2023 - 2028
Figure 65: IoT Data by Utility Industry 2023 - 2028
Figure 66: IoT Data by Consumer Electronics Industry 2023 - 2028
Figure 67: Regional IoT Data by Consumer Electronics Industry 2023 - 2028
Figure 68: IoT Data-as-a-Service Market 2023 - 2028
Figure 69: IoT Data-as-a-Service Revenue by Region 2023 - 2028
Figure 70: IoT Data-as-a-Service Revenue by Industry Sector 2023 - 2028
Figure 71: Global ROI Assessment of IoT Data Investment 2023 - 2028
Figure 72: ROI Assessment of IoT Data by Retail Sector 2023 - 2028
Figure 73: IoT Data in Retail Sector by ROI Factor 2023 - 2028
Figure 74: ROI Assessment of IoT Data by Healthcare Sector 2023 - 2028
Figure 75: IoT Data in Healthcare Sector by ROI Factor 2023 - 2028
Figure 76: IoT Data Analytics Benefits
Figure 77: IoT Data Analytics Capabilities
Figure 78: IoT Technology and Solutions Stack
List of Tables
Table 1: IoT Data Market 2023 - 2028
Table 2: Regional IoT Data Management 2023 - 2028
Table 3: IoT Data by Platform and Software 2023 - 2028
Table 4: Full Stack Platforms for IoT Data
Table 5: Single Product Platforms for IoT Data 2023 - 2028
Table 6: IoT Data Collection Solutions 2023 - 2028
Table 7: Regional IoT Data Collection Solutions 2023 - 2028
Table 8: IoT Data Storage Solutions 2023 - 2028
Table 9: Regional IoT Data Storage Solutions 2023 - 2028
Table 10: IoT Data Analytics Solutions 2023 - 2028
Table 11: Regional IoT Data Analytics Solutions 2023 - 2028
Table 12: IoT Data Support Software 2023 - 2028
Table 13: IoT Data by Deployment Model 2023 - 2028
Table 14: Global Streaming IoT Data Analytics Revenue by App, Software, and Service 2023 - 2028
Table 15: Global Streaming IoT Data Analytics Revenue in Industry Vertical 2023 - 2028
Table 16: Retail Streaming IoT Data Analytics Revenue by Retail Segment 2023 - 2028
Table 17: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services 2023 - 2028
Table 18: Telecom & IT Streaming IoT Data Analytics Rev by Segment 2023 - 2028
Table 19: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services 2023 - 2028
Table 20: Energy & Utilities Streaming IoT Data Analytics Rev by Segment 2023 - 2028
Table 21: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services 2023 - 2028
Table 22: Government Streaming IoT Data Analytics Revenue by Segment 2023 - 2028
Table 23: Government Streaming IoT Data Analytics Revenue by App, Software, and Services 2023 - 2028
Table 24: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment 2023 - 2028
Table 25: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services 2023 - 2028
Table 26: Manufacturing Streaming IoT Data Analytics Revenue by Segment 2023 - 2028
Table 27: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services 2023 - 2028
Table 28: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment 2023 - 2028
Table 29: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services 2023 - 2028
Table 30: Banking and Finance Streaming IoT Data Analytics Revenue by Segment 2023 - 2028
Table 31: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services 2023 - 2028
Table 32: Smart Cities Streaming IoT Data Analytics Revenue by Segment 2023 - 2028
Table 33: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services 2023 - 2028
Table 34: Automotive Streaming IoT Data Analytics Revenue by Segment 2023 - 2028
Table 35: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services 2023 - 2028
Table 36: Education Streaming IoT Data Analytics Revenue by Segment 2023 - 2028
Table 37: Education Streaming IoT Data Analytics Revenue by App, Software, and Services 2023 - 2028
Table 38: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment 2023 - 2028
Table 39: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services 2023 - 2028
Table 40: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2023 - 2028
Table 41: IoT Data by Industry Vertical 2023 - 2028
Table 42: IoT Data by Healthcare Industry 2023 - 2028
Table 43: Regional IoT Data by Healthcare Industry 2023 - 2028
Table 44: IoT Data by Retail Industry 2023 - 2028
Table 45: Regional IoT Data by Retail Industry 2023 - 2028
Table 46: IoT Data by Manufacturing Industry 2023 - 2028
Table 47: Regional IoT Data by Manufacturing Industry 2023 - 2028
Table 48: Investments in IoT Data by HVAC Industry 2023 - 2028
Table 49: Regional Investment in IoT Data by HVAC Industry 2023 - 2028
Table 50: IoT Data by Oil and Gas Industry 2023 - 2028
Table 51: Regional IoT Data by Oil and Gas Industry 2023 - 2028
Table 52: IoT Data by Transport and Cargo Industry 2023 - 2028
Table 53: Regional IoT Data by Transport and Cargo Industry 2023 - 2028
Table 54: IoT Data by Utility Industry 2023 - 2028
Table 55: IoT Data by Utility Industry 2018 - 2028
Table 56: IoT Data by Utility Industry 2023 - 2028
Table 57: Regional IoT Data by Consumer Electronics Industry 2023 - 2028
Table 58: IoT Data as a Service Market 2023 - 2028
Table 59: IoT Data as Service Revenue by Region 2023 - 2028
Table 60: IoT Data as a Service Revenue by Industry Vertical 2023 - 2028
Table 61: Global RoI Assessment of IoT Data Investment 2023 - 2028
Table 62: ROI Assessment of IoT Data Investment by Industry Sector 2023 - 2028
Table 63: ROI Assessment of IoT Data by Retail Sector 2023 - 2028
Table 64: IoT Data in Retail Sector by ROI Factor 2023 - 2028
Table 65: ROI Assessment of IoT Data by Healthcare Sector 2023 - 2028
Table 66: IoT Data in Healthcare Sector by ROI Factor 2023 - 2028
Table 67: Streaming IoT Data Analytics Revenue by Region 2023 - 2028
Table 68: APAC Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 69: APAC Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 70: APAC Streaming IoT Data Analytics by Leading Vendor Platforms 2023 - 2028
Table 71: Europe Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 72: Europe Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 73: Europe Streaming IoT Data Analytics by Leading Vendor Platforms 2023 - 2028
Table 74: North America Streaming IoT Data Analytics Revenue by Solution and Services 2023 - 2028
Table 75: North America Streaming IoT Data Analytics Revenue by Industry Vertical 2023 - 2028
Table 76: North America Streaming IoT Data Analytics by Leading Vendor Platforms 2023 - 2028
Table 77: Latin America Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 78: Latin America Streaming IoT Data Analytics Revenue by Industry Vertical 2023 - 2028
Table 79: Latin America Streaming IoT Data Analytics by Leading Vendor Platforms 2023 - 2028
Table 80: ME&A Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 81: ME&A Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 82: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2023 - 2028
Table 83: Streaming IoT Data Analytics by APAC Countries 2023 - 2028
Table 84: Japan Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 85: Japan Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 86: China Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 87: China Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 88: India Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 89: India Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 90: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2023 - 2028
Table 91: Australia Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 92: Streaming IoT Data Analytics by Europe Countries 2023 - 2028
Table 93: Germany Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 94: Germany Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 95: UK Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 96: UK Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 97: France Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 98: France Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 99: Streaming IoT Data Analytics by North America Countries 2023 - 2028
Table 100: US Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 101: US Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 102: Canada Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 103: Canada Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 104: Streaming IoT Data Analytics by Latin America Countries 2023 - 2028
Table 105: Brazil Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 106: Brazil Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 107: Mexico Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 108: Mexico Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 109: Streaming IoT Data Analytics by ME&A Countries 2023 - 2028
Table 110: South Africa Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 111: South Africa Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Table 112: UAE Streaming IoT Data Analytics by Solution and Services 2023 - 2028
Table 113: UAE Streaming IoT Data Analytics by Industry Vertical 2023 - 2028
Companies Mentioned
- Accenture
- AGT International
- Amdocs
- AppDirect, Inc.
- Bosch Software Innovations
- Capgemini
- Cisco Systems, Inc.
- General Electric
- Google Inc.
- Horadata
- Intel Corporation
- Interdigital
- Lynx Software Technologies, Inc.
- Maana, Inc.
- Microsoft Corporation
- MongoDB Inc.
- Optiva (formerly RedKnee)
- PTC
- RIOT
- SAP SE
- Teradata Corporation
- Terbine
- Tilepay
- Wind River
Methodology
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