Datafication refers to the process of converting diverse aspects of human activities, business operations, and the environment into data for analysis and decision-making, involving transforming analog information into digital data. This digital transformation facilitates enhanced insights, predictive analytics, and informed decision-making.
The main types of chemicals in datafication are behavioral datafication, social datafication, geospatial datafication, transactional datafication, and sensor datafication. Behavioral datafication involves the collection and analysis of data related to human behaviors, actions, and interactions, often derived from digital platforms and devices. It includes a variety of components, such as solutions and services and has deployment modes of cloud and on-premises. The applications under it are defined as blockchain, artificial intelligence for IT operations (AIOps), cognitive computing, edge computing, FinOps, and others as well employed in various industries are banking, financial services and insurance (BFSI), healthcare, IT and telecom, retail, government and defense, manufacturing, media and entertainment and others.
The main types of chemicals in datafication are behavioral datafication, social datafication, geospatial datafication, transactional datafication, and sensor datafication. Behavioral datafication involves the collection and analysis of data related to human behaviors, actions, and interactions, often derived from digital platforms and devices. It includes a variety of components, such as solutions and services and has deployment modes of cloud and on-premises. The applications under it are defined as blockchain, artificial intelligence for IT operations (AIOps), cognitive computing, edge computing, FinOps, and others as well employed in various industries are banking, financial services and insurance (BFSI), healthcare, IT and telecom, retail, government and defense, manufacturing, media and entertainment and others.
The datafication market size has grown rapidly in recent years. It will grow from $392.39 billion in 2024 to $443.24 billion in 2025 at a compound annual growth rate (CAGR) of 13.0%. The growth in the historic period can be attributed to proliferation of internet connectivity, exponential growth of data volumes, development of advanced analytics tools, emergence of cloud computing, increasing digitization of businesses.
The datafication market size is expected to see rapid growth in the next few years. It will grow to $718.75 billion in 2029 at a compound annual growth rate (CAGR) of 12.8%. The growth in the forecast period can be attributed to emphasis on data privacy and security, acceleration of 5G networks, evolution of quantum computing, rise of data regulation and compliance measures, expansion of internet of things (IoT) devices. Major trends in the forecast period include augmented analytics, personalized customer experiences, smart cities and urban planning, enhanced cybersecurity solutions, sustainable and ethical data practices.
An increasing volume of data generation is expected to propel the growth of the datafication market going forward. Data generation refers to creating or producing new data through various means, such as collecting data from sources, conducting surveys, performing experiments, or generating data through algorithms and simulations. It arises due to the influence of digital technologies and the growing interconnectedness of the global economy. Datafication is used in data generation because it transforms various aspects of businesses, customers, and users into quantifiable, usable, and actionable data, thereby facilitating the collection, analysis, and utilization of vast amounts of information. For instance, in March 2021, according to reports published by The World Bank Group, a US-based international organizations, global internet traffic surged from over 3 zettabytes in 2020 to a projected 4.8 zettabytes in 2022, representing a 50% increase and equivalent to 150,000 gigabytes per second, which underscores the escalating volume of data creation. Therefore, the increasing volume of data generation is driving the growth of the datafication market.
Major companies operating in the datafication market are concentrating on the development of advanced solutions, such as new IBM business analytics enterprise software to break down data silos, to gain a competitive edge in the market. This software refers to software that helps organizations consolidate data from disparate sources and eliminate data silos, enabling them to make data-driven decisions quickly and navigate unpredictable disruptions. For instance, in November 2023, the International Business Machines Corporation (IBM), a US-based multinational technology company, launched IBM business analytics enterprise, a new software to break down data silos and streamline planning and analytics. This platform offers features including data silo breakdown and business intelligence capabilities, alongside technological advancements such as AI-powered planning and multidimensional analysis. Its significance in the datafication market lies in enabling enterprises to become more data-driven by providing comprehensive access to analytics tools and breaking down data and analytics silos, fostering streamlined planning and data-driven decision-making.
In February 2022, Alteryx Inc., a US-based computer software company, acquired Trifacta for $400 million. This acquisition underscores Alteryx's commitment to fortify cloud capabilities, leveraging Trifacta's cloud-based visual data platform for enhanced data connectivity, transformation, quality assurance, and automated data pipelines, highlighting the pivotal role of data technology companies in advancing the datafication market. Trifacta is a US-based software company that develops data-wrangling solutions, including datafication solutions.
Major companies operating in the datafication market are Amazon Web Services Inc., Alphabet Inc, Microsoft Corporation, Dell EMC, The International Business Machines Corporation, Oracle Corporation, SAP SE, ABB Group, Hewlett-Packard Enterprise (HPE), Emerson Electric Co., SAS Institute Inc., Teradata Corporation, Workiva Inc., DataRobot Inc., Xceptor, Matillion Limited, Dbt Labs Inc., mParticle, Veryfi Inc., Coalesce.io, Search Discovery Inc., Crosser Technologies, Decodable, Osmos, Precog, Flatfile Inc.
North America was the largest region in the datafication market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the datafication market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
The countries covered in the datafication market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.
The datafication market consists of revenues earned by entities by providing services such as data analytics, data management, predictive modeling, machine learning, data visualization, data warehousing, data mining, big data consulting, cloud services, data integration and business intelligence. The market value includes the value of related goods sold by the service provider or included within the service offering. The datafication market also includes sales of products such as IoT devices and sensors, connected vehicles, smart home devices, and smart manufacturing equipment. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.
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.
Datafication Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.
This report focuses on datafication 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.
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Where is the largest and fastest growing market for datafication ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The datafication market global report from the Business Research Company 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.
- The market characteristics section of the report defines and explains the market.
- The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
- The forecasts are made after considering the major factors currently impacting the market. These include:
The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.
- Market segmentations break down the market into sub markets.
- The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
- The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
- The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.
Scope
- Markets Covered:1) By Type: Behavioral Datafication; Social Datafication; Geospatial Datafication; Transactional Datafication; Sensor Datafication
- 2) By Component: Solutions; Services
- 3) By Deployment: Cloud; On-Premises
- 4) By Application: Blockchain; AIops; Cognitive Computing; Edge Computing; FinOps; Other Applications
- 5) By Vertical: Banking Financial Services And Insurance (BFSI); Healthcare; IT And Telecom; Retail; Government And Defense; Manufacturing; Media And Entertainment; Other Verticals
- Subsegments:
- 1) By Behavioral Datafication: User Interaction Tracking; Engagement Analytics; Preference And Habit Analysis
- 2) By Social Datafication: Social Media Data Analysis; Network And Relationship Mapping; Sentiment Analysis
- 3) By Geospatial Datafication: Location Tracking And Analytics; Geographic Information Systems (GIS); Mapping And Spatial Analysis
- 4) By Transactional Datafication: Sales And Purchase Data Analysis; Customer Transaction Tracking; Financial Transaction Analysis
- 5) By Sensor Datafication: IoT Sensor Data Collection; Environmental Monitoring; Smart Device Data Analytics
- Companies Mentioned: Amazon Web Services Inc.; Alphabet Inc; Microsoft Corporation; Dell EMC; The International Business Machines Corporation
- 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 segmentations: 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.
Table of Contents
1. Executive Summary
2. Datafication Market Characteristics
3. Datafication Market Trends And Strategies
4. Datafication Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market
5. Global Datafication Growth Analysis And Strategic Analysis Framework
- 5.1. Global Datafication PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
- 5.2. Analysis Of End Use Industries
- 5.3. Global Datafication Market Growth Rate Analysis
- 5.4. Global Datafication Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
- 5.5. Global Datafication Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
- 5.6. Global Datafication Total Addressable Market (TAM)
6. Datafication Market Segmentation
- 6.1. Global Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- Behavioral Datafication
- Social Datafication
- Geospatial Datafication
- Transactional Datafication
- Sensor Datafication
- 6.2. Global Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- Solutions
- Services
- 6.3. Global Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- Cloud
- On-Premises
- 6.4. Global Datafication Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- Blockchain
- AIops
- Cognitive Computing
- Edge Computing
- FinOps
- Other Applications
- 6.5. Global Datafication Market, Segmentation By Vertical, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- Banking Financial Services And Insurance (BFSI)
- Healthcare
- IT And Telecom
- Retail
- Government And Defense
- Manufacturing
- Media And Entertainment
- Other Verticals
- 6.6. Global Datafication Market, Sub-Segmentation Of Behavioral Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- User Interaction Tracking
- Engagement Analytics
- Preference And Habit Analysis
- 6.7. Global Datafication Market, Sub-Segmentation Of Social Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- Social Media Data Analysis
- Network And Relationship Mapping
- Sentiment Analysis
- 6.8. Global Datafication Market, Sub-Segmentation Of Geospatial Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- Location Tracking And Analytics
- Geographic Information Systems (GIS)
- Mapping And Spatial Analysis
- 6.9. Global Datafication Market, Sub-Segmentation Of Transactional Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- Sales And Purchase Data Analysis
- Customer Transaction Tracking
- Financial Transaction Analysis
- 6.10. Global Datafication Market, Sub-Segmentation Of Sensor Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- IoT Sensor Data Collection
- Environmental Monitoring
- Smart Device Data Analytics
7. Datafication Market Regional And Country Analysis
- 7.1. Global Datafication Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 7.2. Global Datafication Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8. Asia-Pacific Datafication Market
- 8.1. Asia-Pacific Datafication Market Overview
- Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
- 8.2. Asia-Pacific Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 8.3. Asia-Pacific Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 8.4. Asia-Pacific Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
9. China Datafication Market
- 9.1. China Datafication Market Overview
- 9.2. China Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
- 9.3. China Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
- 9.4. China Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
10. India Datafication Market
- 10.1. India Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 10.2. India Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 10.3. India Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11. Japan Datafication Market
- 11.1. Japan Datafication Market Overview
- 11.2. Japan Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 11.3. Japan Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 11.4. Japan Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12. Australia Datafication Market
- 12.1. Australia Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 12.2. Australia Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 12.3. Australia Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13. Indonesia Datafication Market
- 13.1. Indonesia Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 13.2. Indonesia Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 13.3. Indonesia Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14. South Korea Datafication Market
- 14.1. South Korea Datafication Market Overview
- 14.2. South Korea Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 14.3. South Korea Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 14.4. South Korea Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15. Western Europe Datafication Market
- 15.1. Western Europe Datafication Market Overview
- 15.2. Western Europe Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 15.3. Western Europe Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 15.4. Western Europe Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16. UK Datafication Market
- 16.1. UK Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 16.2. UK Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 16.3. UK Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17. Germany Datafication Market
- 17.1. Germany Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 17.2. Germany Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 17.3. Germany Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18. France Datafication Market
- 18.1. France Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 18.2. France Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 18.3. France Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19. Italy Datafication Market
- 19.1. Italy Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 19.2. Italy Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 19.3. Italy Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20. Spain Datafication Market
- 20.1. Spain Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 20.2. Spain Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 20.3. Spain Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21. Eastern Europe Datafication Market
- 21.1. Eastern Europe Datafication Market Overview
- 21.2. Eastern Europe Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 21.3. Eastern Europe Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 21.4. Eastern Europe Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22. Russia Datafication Market
- 22.1. Russia Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 22.2. Russia Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 22.3. Russia Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23. North America Datafication Market
- 23.1. North America Datafication Market Overview
- 23.2. North America Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 23.3. North America Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 23.4. North America Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24. USA Datafication Market
- 24.1. USA Datafication Market Overview
- 24.2. USA Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 24.3. USA Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 24.4. USA Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25. Canada Datafication Market
- 25.1. Canada Datafication Market Overview
- 25.2. Canada Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 25.3. Canada Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 25.4. Canada Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26. South America Datafication Market
- 26.1. South America Datafication Market Overview
- 26.2. South America Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 26.3. South America Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 26.4. South America Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27. Brazil Datafication Market
- 27.1. Brazil Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 27.2. Brazil Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 27.3. Brazil Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28. Middle East Datafication Market
- 28.1. Middle East Datafication Market Overview
- 28.2. Middle East Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 28.3. Middle East Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 28.4. Middle East Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29. Africa Datafication Market
- 29.1. Africa Datafication Market Overview
- 29.2. Africa Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 29.3. Africa Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
- 29.4. Africa Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
30. Datafication Market Competitive Landscape And Company Profiles
- 30.1. Datafication Market Competitive Landscape
- 30.2. Datafication Market Company Profiles
- 30.2.1. Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis
- 30.2.2. Alphabet Inc Overview, Products and Services, Strategy and Financial Analysis
- 30.2.3. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
- 30.2.4. Dell EMC Overview, Products and Services, Strategy and Financial Analysis
- 30.2.5. The International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
31. Datafication Market Other Major And Innovative Companies
- 31.1. Oracle Corporation
- 31.2. SAP SE
- 31.3. ABB Group
- 31.4. Hewlett-Packard Enterprise (HPE)
- 31.5. Emerson Electric Co.
- 31.6. SAS Institute Inc.
- 31.7. Teradata Corporation
- 31.8. Workiva Inc.
- 31.9. DataRobot Inc.
- 31.10. Xceptor
- 31.11. Matillion Limited
- 31.12. Dbt Labs Inc.
- 31.13. mParticle
- 31.14. Veryfi Inc.
- 31.15. Coalesce.io
32. Global Datafication Market Competitive Benchmarking And Dashboard
33. Key Mergers And Acquisitions In The Datafication Market
34. Recent Developments In The Datafication Market
35. Datafication Market High Potential Countries, Segments and Strategies
- 35.1 Datafication Market In 2029 - Countries Offering Most New Opportunities
- 35.2 Datafication Market In 2029 - Segments Offering Most New Opportunities
- 35.3 Datafication Market In 2029 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies
36. Appendix
- 36.1. Abbreviations
- 36.2. Currencies
- 36.3. Historic And Forecast Inflation Rates
- 36.4. Research Inquiries
- 36.5. The Business Research Company
- 36.6. Copyright And Disclaimer
