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IoT Middleware Global Market Report 2024

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    Report

  • 200 Pages
  • February 2024
  • Region: Global
  • The Business Research Company
  • ID: 5785790
The global iot middleware market has grown exponentially in recent years. It will grow from $14.54 billion in 2023 to $17.62 billion in 2024 at a compound annual growth rate (CAGR) of 21.2%. The growth observed in the historical period can be attributed to the increase in connected devices, industry-specific needs, initiatives toward standardization, demands for integration, and the widespread adoption of cloud computing technologies.

The global iot middleware market is expected to see rapid growth in the next few years. It will grow to $33.96 billion in 2028 at a compound annual growth rate (CAGR) of 17.8%. Anticipated growth in the upcoming period is driven by evolving customer expectations, the pursuit of cost-efficient solutions, ongoing standardization initiatives, increased integration with cloud services, and the development of industry-specific solutions. Key trends expected in this period encompass the rise of remote work and connectivity, a focus on cost efficiency, the adoption of hybrid deployment models, a heightened demand for real-time analytics, and an emphasis on interoperability and adherence to standards.

The surge in high-speed network connectivity is poised to drive the growth of the IoT middleware market. High-speed internet, facilitated by servers transferring data through rapid cable, satellite, and wireless connections, surpasses analog dial-up services in speed. The demand for this connectivity rises with the need for complex functions supported by device connectivity. As reported by the European Commission in 2021, EU households with high-speed internet coverage grew to 70.2% from 59.8% in 2020. This growth trajectory underscores how high-speed connectivity fuels the IoT middleware market.

The increasing adoption of IoT devices is projected to fuel the expansion of the IoT middleware market. IoT devices - embedded with sensors, software, and network connectivity - exchange data over the internet. In this ecosystem, IoT middleware acts as a pivotal link, connecting and managing diverse IoT devices. It simplifies device management, data collection, and communication, streamlining the IoT ecosystem. Dataprot reported over ten billion active IoT devices in 2021, expected to surge to 25.4 billion by 2030, highlighting the driving force of IoT device adoption in the IoT middleware market's growth.

Technological advancements emerge as a prominent trend propelling the IoT middleware market. Major companies in this sector are diligently innovating to fortify their positions. For instance, Kerlink launched the Wirnet iZeptoCell, a LoRaWAN indoor gateway designed for factories, smart cities, and warehouses. This gateway addresses challenges concerning IoT network coverage, managing increasing device endpoints, and handling small data packages. Its comprehensive design integrates hardware, software, and value-added services critical for massive IoT applications, emphasizing the focus on enhanced end-user experiences.

Major players in the IoT middleware market are pioneering innovative technologies like cellular IoT to gain a competitive edge. Cellular IoT leverages cellular networks to enable communication within the IoT. Alliot Technologies introduced the Symbius IoT middleware platform, aimed at decoding recorded data into a common format, addressing cellular IoT's challenges. Symbius simplifies integration by serving as an intermediary between NB-IoT and LTE-M sensors and user dashboards, streamlining cellular IoT adoption and fostering user-friendly experiences for IoT partners.

In July 2021, International Business Machines Corporation (IBM), a prominent American multinational technology corporation, successfully acquired BoxBoat Technologies for an undisclosed sum. Through this acquisition, IBM broadened its container strategy and bolstered its services portfolio. BoxBoat Technologies, based in the US, is a software company specializing in this field and was the target of IBM's acquisition.

Major companies operating in the iot middleware market report are Microsoft Corporation, International Business Machines Corporation, SAP SE, Cisco Systems Inc., Google LLC, Hitachi Ltd., Oracle Corporation, General Electric Company, Schneider Electric SE, ClearBlade Inc., PTC Inc., Robert Bosch GmbH, Siemens AG, ABB Ltd., AVEVA Group PLC, Alitzon Inc., Eurotech S.p.A., Fujitsu Ltd., Hewlett Packard Enterprise Development LP, Huawei Technologies Co. Ltd., Intel Corporation, Litmus Automation Inc., Mocana Corporation, Nebbiolo Technologies Inc., Nokia Corporation, Particle Industries Inc., Progress Software Corporation, ThingWorx Inc., Wind River Systems Inc., KaaIoT Technologies LLC

North America was the largest region in the IoT middleware market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the iot middleware market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. The countries covered in the iot middleware market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The primary platform categories of IoT middleware include device management, application management, and connectivity management. Device management involves overseeing the setup, operation, and maintenance of computers or networks, employing administrative tools vital for smooth functionality. IoT middleware within device management facilitates device connection and management. It's utilized by both small and medium-sized enterprises and large corporations across sectors like manufacturing, government and defense, automotive and transportation, energy and utilities, healthcare, retail, BFSI (banking, financial services, and insurance), among others.

This report provides IoT middleware market statistics, including IoT middleware industry global market size, regional shares, competitors with an IoT middleware market share, detailed IoT middleware market segments, market trends and opportunities, and any further data you may need to thrive in the IoT middleware industry. This IoT middleware market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The IoT middleware market includes revenues earned by entities by providing message-oriented middleware and database middleware. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.


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Table of Contents

1. Executive Summary2. IoT Middleware Market Characteristics3. IoT Middleware Market Trends and Strategies
4. IoT Middleware Market - Macro Economic Scenario
4.1. Impact of High Inflation on the Market
4.2. Ukraine-Russia War Impact on the Market
4.3. COVID-19 Impact on the Market
5. Global IoT Middleware Market Size and Growth
5.1. Global IoT Middleware Market Drivers and Restraints
5.1.1. Drivers of the Market
5.1.2. Restraints of the Market
5.2. Global IoT Middleware Historic Market Size and Growth, 2018-2023, Value ($ Billion)
5.3. Global IoT Middleware Forecast Market Size and Growth, 2023-2028, 2033F, Value ($ Billion)
6. IoT Middleware Market Segmentation
6.1. Global IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Device Management
  • Application Management
  • Connectivity Management
6.2. Global IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Small and Medium-Sized Enterprises
  • Large Enterprises
6.3. Global IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Manufacturing
  • Government and Defense
  • Automotive and Transportation
  • Energy and Utilities
  • Healthcare
  • Retail
  • BFSI (Banking, Financial Services, and Insurance)
  • Other Verticals
7. IoT Middleware Market Regional and Country Analysis
7.1. Global IoT Middleware Market, Split by Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global IoT Middleware Market, Split by Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8. Asia-Pacific IoT Middleware Market
8.1. Asia-Pacific IoT Middleware Market Overview
Region Information, Impact of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
9. China IoT Middleware Market
9.1. China IoT Middleware Market Overview
9.2. China IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
10. India IoT Middleware Market
10.1. India IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11. Japan IoT Middleware Market
11.1. Japan IoT Middleware Market Overview
11.2. Japan IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12. Australia IoT Middleware Market
12.1. Australia IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13. Indonesia IoT Middleware Market
13.1. Indonesia IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14. South Korea IoT Middleware Market
14.1. South Korea IoT Middleware Market Overview
14.2. South Korea IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15. Western Europe IoT Middleware Market
15.1. Western Europe IoT Middleware Market Overview
15.2. Western Europe IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16. UK IoT Middleware Market
16.1. UK IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17. Germany IoT Middleware Market
17.1. Germany IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18. France IoT Middleware Market
18.1. France IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19. Italy IoT Middleware Market
19.1. Italy IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20. Spain IoT Middleware Market
20.1. Spain IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21. Eastern Europe IoT Middleware Market
21.1. Eastern Europe IoT Middleware Market Overview
21.2. Eastern Europe IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22. Russia IoT Middleware Market
22.1. Russia IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23. North America IoT Middleware Market
23.1. North America IoT Middleware Market Overview
23.2. North America IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24. USA IoT Middleware Market
24.1. USA IoT Middleware Market Overview
24.2. USA IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25. Canada IoT Middleware Market
25.1. Canada IoT Middleware Market Overview
25.2. Canada IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26. South America IoT Middleware Market
26.1. South America IoT Middleware Market Overview
26.2. South America IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27. Brazil IoT Middleware Market
27.1. Brazil IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28. Middle East IoT Middleware Market
28.1. Middle East IoT Middleware Market Overview
28.2. Middle East IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29. Africa IoT Middleware Market
29.1. Africa IoT Middleware Market Overview
29.2. Africa IoT Middleware Market, Segmentation by Platform Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa IoT Middleware Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa IoT Middleware Market, Segmentation by Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
30. IoT Middleware Market Competitive Landscape and Company Profiles
30.1. IoT Middleware Market Competitive Landscape
30.2. IoT Middleware Market Company Profiles
30.2.1. Microsoft Corporation
30.2.1.1. Overview
30.2.1.2. Products and Services
30.2.1.3. Strategy
30.2.1.4. Financial Performance
30.2.2. International Business Machines Corporation
30.2.2.1. Overview
30.2.2.2. Products and Services
30.2.2.3. Strategy
30.2.2.4. Financial Performance
30.2.3. SAP SE
30.2.3.1. Overview
30.2.3.2. Products and Services
30.2.3.3. Strategy
30.2.3.4. Financial Performance
30.2.4. Cisco Systems Inc.
30.2.4.1. Overview
30.2.4.2. Products and Services
30.2.4.3. Strategy
30.2.4.4. Financial Performance
30.2.5. Google LLC
30.2.5.1. Overview
30.2.5.2. Products and Services
30.2.5.3. Strategy
30.2.5.4. Financial Performance
31. Global IoT Middleware Market Competitive Benchmarking32. Global IoT Middleware Market Competitive Dashboard33. Key Mergers and Acquisitions in the IoT Middleware Market
34. IoT Middleware Market Future Outlook and Potential Analysis
34.1 IoT Middleware Market in 2028 - Countries Offering Most New Opportunities
34.2 IoT Middleware Market in 2028 - Segments Offering Most New Opportunities
34.3 IoT Middleware Market in 2028 - Growth Strategies
34.3.1 Market Trend-based Strategies
34.3.2 Competitor Strategies
35. Appendix
35.1. Abbreviations
35.2. Currencies
35.3. Historic and Forecast Inflation Rates
35.4. Research Inquiries
35.5. The Analyst
35.6. Copyright and Disclaimer

Executive Summary

This report provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on iot middleware market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war’s impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

Description

Where is the largest and fastest growing market for iot middleware? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? This report answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market’s historic and forecast market growth by geography.

Report Scope

Markets Covered:

1) By Platform Type: Device Management; Application Management; Connectivity Management
2) By Organization Size: Small and Medium-Sized Enterprises; Large Enterprises
3) By Vertical: Manufacturing; Government and Defense; Automotive and Transportation; Energy and Utilities; Healthcare; Retail; BFSI (Banking, Financial Services, and Insurance); Other Verticals


Key Companies Mentioned: Microsoft Corporation; International Business Machines Corporation; SAP SE; Cisco Systems Inc.; Google LLC

Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain

Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa

Time Series: Five years historic and ten years forecast

Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita

Data Segmentation: Country and regional historic and forecast data, market share of competitors, market segments

Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes

Delivery Format: PDF, Word and Excel Data Dashboard

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • Microsoft Corporation
  • International Business Machines Corporation
  • SAP SE
  • Cisco Systems Inc.
  • Google LLC
  • Hitachi Ltd.
  • Oracle Corporation
  • General Electric Company
  • Schneider Electric SE
  • ClearBlade Inc.
  • PTC Inc.
  • Robert Bosch GmbH
  • Siemens AG
  • ABB Ltd.
  • AVEVA Group PLC
  • Alitzon Inc.
  • Eurotech S.p.A.
  • Fujitsu Ltd.
  • Hewlett Packard Enterprise Development LP
  • Huawei Technologies Co. Ltd.
  • Intel Corporation
  • Litmus Automation Inc.
  • Mocana Corporation
  • Nebbiolo Technologies Inc.
  • Nokia Corporation
  • Particle Industries Inc.
  • Progress Software Corporation
  • ThingWorx Inc.
  • Wind River Systems Inc.
  • KaaIoT Technologies LLC

Methodology

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