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Internet of Things (IoT) Analytics - Global Strategic Business Report

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    Report

  • 681 Pages
  • February 2025
  • Region: Global
  • Global Industry Analysts, Inc
  • ID: 4805661
The global market for Internet of Things (IoT) Analytics was valued at US$26.6 Billion in 2023 and is projected to reach US$106.3 Billion by 2030, growing at a CAGR of 21.9% from 2023 to 2030. This comprehensive report provides an in-depth analysis of market trends, drivers, and forecasts, helping you make informed business decisions.

Global IoT Analytics Market - Key Trends & Drivers Summarized

What Is IoT Analytics and Why Is It Crucial for Businesses Today?

IoT Analytics is the practice of analyzing data generated by interconnected devices within the Internet of Things (IoT) ecosystem. As more devices become linked through IoT - ranging from wearables and smart home devices to industrial machinery and environmental sensors - the volume of data generated is enormous. IoT analytics serves to process, analyze, and derive actionable insights from this data, making it valuable for businesses across sectors like manufacturing, healthcare, retail, and logistics. By transforming raw data into insightful metrics, IoT analytics enables companies to optimize operations, predict equipment failures, enhance customer experiences, and uncover new revenue streams. In this era of digital transformation, IoT analytics is essential for companies looking to stay competitive by making data-driven decisions and achieving real-time operational intelligence.

The strategic importance of IoT analytics lies in its ability to provide visibility across various operational dimensions, from production lines and supply chains to customer interactions. IoT analytics not only facilitates immediate actions in response to data but also powers predictive and prescriptive analytics, allowing companies to anticipate future events and optimize decision-making. For example, IoT analytics helps in predicting when machinery is likely to fail, allowing companies to perform maintenance before an issue arises, reducing downtime and maintenance costs. With the integration of AI and machine learning, IoT analytics can also offer deeper insights, identifying patterns and anomalies that would be challenging to detect manually. These capabilities make IoT analytics a core component of digital strategy for enterprises aiming to harness the potential of IoT data to drive growth and efficiency.

How Is Technological Advancement Shaping IoT Analytics?

Technological advancements in AI, machine learning, and cloud computing have significantly enhanced the potential and scalability of IoT analytics. Cloud-based platforms and edge computing solutions allow businesses to handle vast amounts of data more efficiently by processing it closer to its source, reducing latency and enhancing response times. Edge computing, in particular, has gained traction as it enables real-time analytics at the device level, making it highly effective for industries like autonomous driving and healthcare, where immediate data processing is critical. Coupled with 5G connectivity, IoT analytics has become even more powerful, enabling faster data transfer, higher device density, and improved reliability - key factors in industries where real-time decision-making is paramount.

The convergence of AI with IoT analytics is another transformative trend, facilitating predictive maintenance, anomaly detection, and the automation of data insights. AI-driven IoT analytics enables companies to extract more precise insights by identifying subtle trends and patterns in IoT data. Furthermore, advanced analytics platforms equipped with natural language processing (NLP) capabilities are simplifying complex data interpretation, making analytics accessible even to non-technical users within organizations. Meanwhile, advancements in cybersecurity have also become crucial as more data is processed at various nodes across the network. Enhanced encryption, secure multi-cloud environments, and blockchain technology are being leveraged to protect IoT analytics from data breaches and cyber threats. These advancements in technology are thus enabling more effective, scalable, and secure IoT analytics applications, unlocking new possibilities across sectors.

How Is Changing Consumer and Business Behavior Influencing IoT Analytics?

Both consumer and business behavior are evolving in ways that amplify the demand for IoT analytics. Businesses increasingly prioritize data-driven insights as they seek to optimize operations, reduce costs, and enhance customer engagement. The rise of remote and hybrid work has also driven the adoption of IoT-enabled solutions for workforce management, facility monitoring, and cybersecurity. In manufacturing, IoT analytics facilitates real-time monitoring of equipment and production processes, driving efficiency and minimizing disruptions. The healthcare sector is also adopting IoT analytics to monitor patient data, manage assets, and ensure regulatory compliance. With consumers more digitally connected than ever, IoT analytics is equally crucial for understanding consumer preferences, enabling hyper-personalized marketing, and enhancing customer service across retail and hospitality.

As customers demand more customized experiences, companies leverage IoT analytics to gain insights into user behavior, preferences, and trends. For instance, smart devices in homes collect data on consumer habits, allowing companies to refine product recommendations, improve service offerings, and even forecast demand more accurately. In retail, IoT analytics supports dynamic pricing and personalized promotions, based on real-time factors like location, weather, and individual purchasing history. The demand for sustainability also drives the use of IoT analytics, with companies using data to track resource usage, reduce energy consumption, and optimize waste management. The insights drawn from IoT analytics help businesses anticipate consumer needs, streamline supply chains, and ensure product quality, cementing IoT analytics as a critical tool in today’s data-centric landscape.

What Factors Are Driving Growth in the IoT Analytics Market?

The growth in the IoT analytics market is driven by several factors, including the rising adoption of IoT devices, advancements in AI and machine learning, the need for operational efficiency, and the demand for personalized customer experiences. As IoT devices become increasingly ubiquitous across sectors, the amount of data generated has surged, creating a pressing need for advanced analytics solutions to make sense of this data. AI and machine learning integrations have further enhanced the value of IoT analytics by enabling automated insights, predictive capabilities, and sophisticated data models that improve decision-making and resource allocation. Edge computing and 5G connectivity are also essential drivers, as they allow for real-time data processing and analysis at the network’s edge, reducing latency and supporting applications that require immediate responses, such as autonomous vehicles and telemedicine.

The growing focus on operational efficiency and cost reduction across industries is another key factor, with IoT analytics enabling organizations to optimize asset utilization, reduce maintenance costs, and streamline processes. Regulatory requirements and data privacy laws have also influenced market growth, prompting companies to adopt IoT analytics for enhanced monitoring, compliance, and reporting. In addition, the increased importance of customer personalization is driving demand for IoT analytics, as businesses seek to leverage real-time data insights to deliver more targeted and relevant experiences. Lastly, sustainability initiatives are propelling companies to use IoT analytics for environmental monitoring, energy management, and waste reduction. Altogether, these factors underscore the transformative potential of IoT analytics, making it a rapidly expanding field with applications across diverse industries.

Scope of the Study

The report analyzes the Internet of Things (IoT) Analytics market, presented in terms of market value (US$ Thousand). The analysis covers the key segments and geographic regions outlined below.

Segments:

Type (IoT Analytics Solutions, IoT Analytics Services); Deployment (On-Premise Deployment, Cloud Deployment); End-Use (Manufacturing End-Use, Energy & Utilities End-Use, Retail & eCommerce End-Use, Healthcare & Life Sciences End-Use, Transportation & Logistics End-Use, Other End-Uses).

Geographic Regions/Countries:

World; USA; Canada; Japan; China; Europe; France; Germany; Italy; UK; Spain; Russia; Rest of Europe; Asia-Pacific; Latin America; Middle East; Africa.

Key Insights:

  • Market Growth: Understand the significant growth trajectory of the IoT Analytics Solutions segment, which is expected to reach US$70.8 Billion by 2030 with a CAGR of a 20.9%. The IoT Analytics Services segment is also set to grow at 24.1% CAGR over the analysis period.
  • Regional Analysis: Gain insights into the U.S. market, valued at $8.2 Billion in 2023, and China, forecasted to grow at an impressive 28.5% CAGR to reach $16.7 Billion by 2030. Discover growth trends in other key regions, including Japan, Canada, Germany, and the Asia-Pacific.

Report Features:

  • Comprehensive Market Data: Independent analysis of annual sales and market forecasts in US$ Million from 2023 to 2030.
  • In-Depth Regional Analysis: Detailed insights into key markets, including the U.S., China, Japan, Canada, Europe, Asia-Pacific, Latin America, Middle East, and Africa.
  • Company Profiles: Coverage of major players such as Accenture Plc, Amazon Web Services, Inc., Capgemini SE, Cisco Systems, Inc., Dell Technologies, Inc. and more.
  • Complimentary Updates: Receive free report updates for one year to keep you informed of the latest market developments.

Why You Should Buy This Report:

  • Detailed Market Analysis: Access a thorough analysis of the Global Internet of Things (IoT) Analytics Market, covering all major geographic regions and market segments.
  • Competitive Insights: Get an overview of the competitive landscape, including the market presence of major players across different geographies.
  • Future Trends and Drivers: Understand the key trends and drivers shaping the future of the Global Internet of Things (IoT) Analytics Market.
  • Actionable Insights: Benefit from actionable insights that can help you identify new revenue opportunities and make strategic business decisions.

Key Questions Answered:

  • How is the Global Internet of Things (IoT) Analytics Market expected to evolve by 2030?
  • What are the main drivers and restraints affecting the market?
  • Which market segments will grow the most over the forecast period?
  • How will market shares for different regions and segments change by 2030?
  • Who are the leading players in the market, and what are their prospects?

Some of the 133 major companies featured in this Internet of Things (IoT) Analytics market report include:

  • Accenture Plc
  • Amazon Web Services, Inc.
  • Capgemini SE
  • Cisco Systems, Inc.
  • Dell Technologies, Inc.
  • GE Digital
  • Google LLC
  • Greenwave Systems, Inc.
  • Hewlett Packard Enterprise Development LP
  • Hitachi Vantara LLC
  • IBM Corporation
  • Microsoft Corporation
  • Nokia Networks (Finland)
  • Oracle Corporation
  • PTC, Inc.
  • Salesforce.com, Inc.
  • SAP SE
  • Siemens AG
  • Teradata Corporation
  • Vitria Technology, Inc.

Table of Contents

I. METHODOLOGYII. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
The Age of Analytics Provides the Cornerstone for the Disruptive Growth & Proliferation of IoT Analytics
Factors Driving Growth in the IoT Analytics Market
Technological Advancements Shaping IoT Analytics
Global Economic Update
EXHIBIT 1: World Economic Growth Projections (Real Gross Domestic Product (GDP), Annual % Change) for the Years 2022 Through 2025
EXHIBIT 2: Global Headline Inflation Rates (In %) for the Years 2019 through 2025
EXHIBIT 3: Global Average Annual Brent Crude Oil Price (In US$ Per Barrel) for Years 2019 through 2025
Competition
EXHIBIT 4: Internet of Things (IoT) Analytics - Global Key Competitors Percentage Market Share in 2024 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
Understanding IoT Analytics
Recent Market Activity
Influencer/Product/Technology Insights
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Increasing Complexity and Volume of IoT Data Throws Spotlight on Advanced Analytics Capabilities for Real-Time Decision Making
Extracting Insights from Data Holds the Key to Higher Profitability & ROI on IoT Investments & This is Where Analytics Steps-In
Asset Management & Maintenance to Bring in Huge Revenue Opportunities for Predictive & Prescriptive IoT Analytics
Expansion of 5G Networks Globally Strengthens the Business Case for High-Speed, Low-Latency IoT Analytics Applications in Industrial and Consumer Markets
EXHIBIT 5: Global 5G IoT Connections in Million: 2023 & 2030
Integration of Artificial Intelligence and Machine Learning in IoT Analytics Solutions Accelerates Demand for Predictive and Prescriptive Insights Across Sectors
Rapid Growth of Edge Computing Expands Addressable Market for Real-Time IoT Analytics by Reducing Data Transfer Latency and Enhancing Response Speed
Proliferation of Smart City Initiatives and Infrastructure Development Fuels Demand for Scalable IoT Analytics Capabilities to Optimize Urban Resource Management
EXHIBIT 6: Global Smart Cities Market in US$ Billion: 2020-2030
Digital Transformation Across Diverse Industries Sustains Growth in IoT Analytics Investments as Businesses Seek to Harness Data-Driven Insights
Advancements in Cloud Computing Technology Enable Scalable and Flexible IoT Analytics Solutions, Fueling Market Growth Amid Increasing Data Volumes
Expanding IoT Adoption in Retail and eCommerce Fuels Demand for IoT Analytics
EXHIBIT 7: IoT in the Global Retail Industry: Percentage Breakdown of Global Revenues by Application for 2025
Rising Demand for Innovation and Efficiency Drives Adoption of IoT and Analytics in Manufacturing
EXHIBIT 8: Global Investments in Industrial IoT (IIoT) Platforms (In US$ Million) for the Years 2018, 2020, 2022 and 2025
Connected Car Revolution: Driving IoT & Analytics in the Automotive Industry
EXHIBIT 9: Data Generated by Connected Cars Per Hour, Per Year and Per Sensor Type
Growing Adoption of IoT in Fleet Management Drives Focus on IoT Analytics for Enhanced Efficiency
Predictive Analytics for IoT Remains Widely Popular in Machine & Equipment Maintenance
Prescriptive Analytics: Shaping the Future of Business Decision-Making with Proactive Insights
Sensor Data Analytics Remains Critical in Monitoring IoT Devices
EXHIBIT 10: Robust Shipments of IoT Sensors Evidenced by the Large IoT Sensor Market Highlights the Need for On-the-Fly Analysis of Rapidly Moving Big Data Across Sensor Networks: Global IoT Sensor Market (In US$ Million) for the Years 2018, 2022 and 2025
Migration to Value Based Care & the Ensuing Adoption of IoT to Open Up New Growth Avenues for IoT Analytics in the Healthcare Industry
Role of IoT Analytics in Transforming the Energy and Utilities Sector
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World Internet of Things (IoT) Analytics Market Analysis of Annual Revenues in US$ Million for Years 2018 through 2030
TABLE 2: World Recent Past, Current & Future Analysis for Internet of Things (IoT) Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 3: World Historic Review for Internet of Things (IoT) Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 4: World 12-Year Perspective for Internet of Things (IoT) Analytics by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2018, 2024 & 2030
TABLE 5: World Recent Past, Current & Future Analysis for IoT Analytics Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 6: World Historic Review for IoT Analytics Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 7: World 12-Year Perspective for IoT Analytics Solutions by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
TABLE 8: World Recent Past, Current & Future Analysis for IoT Analytics Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 9: World Historic Review for IoT Analytics Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 10: World 12-Year Perspective for IoT Analytics Services by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
TABLE 11: World Recent Past, Current & Future Analysis for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 12: World Historic Review for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 13: World 12-Year Perspective for On-Premise Deployment by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
TABLE 14: World Recent Past, Current & Future Analysis for Cloud Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 15: World Historic Review for Cloud Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 16: World 12-Year Perspective for Cloud Deployment by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
TABLE 17: World Recent Past, Current & Future Analysis for Manufacturing End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 18: World Historic Review for Manufacturing End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 19: World 12-Year Perspective for Manufacturing End-Use by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
TABLE 20: World Recent Past, Current & Future Analysis for Retail & eCommerce End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 21: World Historic Review for Retail & eCommerce End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 22: World 12-Year Perspective for Retail & eCommerce End-Use by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
TABLE 23: World Recent Past, Current & Future Analysis for Transportation & Logistics End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 24: World Historic Review for Transportation & Logistics End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 25: World 12-Year Perspective for Transportation & Logistics End-Use by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
TABLE 26: World Recent Past, Current & Future Analysis for Healthcare & Life Sciences End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 27: World Historic Review for Healthcare & Life Sciences End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 28: World 12-Year Perspective for Healthcare & Life Sciences End-Use by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
TABLE 29: World Recent Past, Current & Future Analysis for Energy & Utilities End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 30: World Historic Review for Energy & Utilities End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 31: World 12-Year Perspective for Energy & Utilities End-Use by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
TABLE 32: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 33: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2018 through 2022 and % CAGR
TABLE 34: World 12-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2018, 2024 & 2030
III. MARKET ANALYSIS
UNITED STATES
Internet of Things (IoT) Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
Market Analytics
CANADA
JAPAN
Internet of Things (IoT) Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
Market Analytics
CHINA
Internet of Things (IoT) Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
Market Analytics
EUROPE
Internet of Things (IoT) Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
Market Analytics
FRANCEGERMANYITALYUNITED KINGDOMSPAINRUSSIAREST OF EUROPE
ASIA-PACIFIC
Internet of Things (IoT) Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
Market Analytics
LATIN AMERICAMIDDLE EASTAFRICAIV. COMPETITION

Companies Mentioned (Partial List)

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

  • Accenture Plc
  • Amazon Web Services, Inc.
  • Capgemini SE
  • Cisco Systems, Inc.
  • Dell Technologies, Inc.
  • GE Digital
  • Google LLC
  • Greenwave Systems, Inc.
  • Hewlett Packard Enterprise Development LP
  • Hitachi Vantara LLC
  • IBM Corporation
  • Microsoft Corporation
  • Nokia Networks (Finland)
  • Oracle Corporation
  • PTC, Inc.
  • Salesforce.com, Inc.
  • SAP SE
  • Siemens AG
  • Teradata Corporation
  • Vitria Technology, Inc.

Table Information