데이터화 시장 : 세계 산업 규모, 점유율, 동향, 기회, 예측 - 유형별, 용도별, 수직 시장별, 지역별 및 경쟁(2021-2031년)

The Global Datafication Market is projected to expand from USD 378.77 Billion in 2025 to USD 785.24 Billion by 2031, registering a CAGR of 12.92%. Datafication involves the technological transformation of various social and operational activities into quantified digital formats, thereby facilitating immediate monitoring and predictive analysis. The market's momentum is primarily sustained by the extensive implementation of connected devices and the necessity for analytics-driven decision-making to enhance organizational efficiency. These foundational drivers represent permanent structural shifts rather than fleeting industry fads, encouraging a profound dependence on digital insights for generating value.

A major impediment to broader market growth is the rising apprehension regarding data privacy and the stringent requirements of regulatory compliance. Organizations encounter significant challenges in upholding security protocols across diverse legal jurisdictions while handling increasing volumes of information. As reported by the International Telecommunication Union, monthly mobile broadband data consumption per subscription in high-income economies hit 16.2 gigabytes in 2024. This statistic underscores the massive magnitude of information exchange that demands rigorous protection and adds complexity to meeting international privacy standards.

Market Driver

The incorporation of Artificial Intelligence and Machine Learning Technologies serves as a crucial catalyst for the Global Datafication Market by converting raw data into actionable intelligence. As companies digitize their workflows, there is a growing reliance on AI to automate intricate processes and derive predictive patterns from massive datasets, effectively making data central to value creation. This reliance drives businesses to quantify more physical assets and interactions, sustaining a continuous cycle of data production and analysis. Recent statistics confirm this trend; according to IBM's January 2024 'Global AI Adoption Index', 42% of enterprise-level organizations have actively implemented AI, highlighting its pivotal role in interpreting the digital landscape.

Concurrently, the widespread transition to Cloud and Edge Computing Infrastructures offers the essential scalability required to sustain this rapid growth in digital information. Modern businesses are shifting away from traditional on-premise systems towards versatile cloud environments that enable real-time data acquisition and distributed processing across global networks. As per the '2024 State of the Cloud Report' by Flexera in March 2024, 89% of organizations have adopted a multi-cloud strategy, signaling a structural move towards decentralized data management. This expansion of infrastructure is vital for managing increasing data loads; Ericsson reported in 2024 that mobile network data traffic rose by 25 percent year-on-year between the end of March 2023 and March 2024, reflecting the immense volume cloud systems must handle.

Market Challenge

The growth of the global datafication market is considerably hindered by mounting concerns over data privacy and the intricacies of regulatory compliance. As entities transform physical operations into digital data, they encounter rigorous legal frameworks intended to safeguard sensitive information across distinct jurisdictions. This regulatory burden compels companies to dedicate significant resources to legal conformity and security infrastructure, diverting attention from market expansion and product innovation. The challenge of navigating conflicting international laws fosters a cautious atmosphere wherein decision-makers often postpone the adoption of datafication technologies to evade potential legal liabilities and reputational harm.

Furthermore, the inability to ensure the total security of collected data serves as a significant discouragement for prospective adopters. This vulnerability demands stringent and frequently costly protective protocols that diminish operational flexibility. According to the Identity Theft Resource Center, the total number of data compromises in the United States surged by 78 percent in 2023 compared to the prior year, reaching a record peak of 3,205 incidents. This dramatic increase in security breaches highlights the profound struggle companies face in securing data streams, which directly impedes the scalability and advancement of the datafication sector.

Market Trends

The transition toward Real-Time Stream Processing and Analytics is fundamentally reshaping the market by allowing organizations to leverage data the instant it is created. In contrast to legacy batch processing which causes delays, this trend prioritizes the continuous intake and immediate analysis of data streams to facilitate instant decision-making and hyper-personalized customer interactions. Adopting low-latency architectures is quickly evolving from an optional enhancement to a critical operational necessity. According to Confluent's '2024 Data Streaming Report' from June 2024, 86% of surveyed IT leaders identify data streaming as a high strategic priority for their technology investments, emphasizing the urgency of this capability.

Simultaneously, the adoption of FinOps Frameworks for Cloud Data Cost Optimization is appearing as a crucial trend for handling the financial intricacies of growing digital infrastructures. As enterprises transfer massive datasets to the cloud, the absence of transparency regarding variable costs has demanded a disciplined strategy to match spending with tangible business value. This framework enables cross-functional teams to work together on financial accountability, ensuring that processing costs do not undermine profitability. As per the FinOps Foundation's 'State of FinOps' report in February 2024, 63% of respondents reported managing AI expenditures through FinOps practices-a substantial rise from 31% the previous year-highlighting the rapid growth of this discipline.

Key Market Players

• International Business Machines Corporation
• Oracle Corporation
• Microsoft Corporation
• SAP SE
• Google Inc.
• Amazon Web Services
• SAS Institute Inc.
• Teradata Corporation
• Dell EMC
• Hewlett-Packard Enterprise

Report Scope

In this report, the Global Datafication Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Datafication Market, By Type

• Behavioral Datafication
• Social Datafication
• Geospatial Datafication
• Transactional Datafication
• Sensor Datafication

Datafication Market, By Application

• Blockchain
• AIOps
• Cognitive Computing
• Edge Computing
• FinOps
• Others

Datafication Market, By Vertical

• BFSI
• Healthcare
• IT and Telecom
• Retail
• Government and Defense
• Manufacturing
• Media
• Entertainment

Datafication Market, By Region

• North America
  • United States
  • Canada
  • Mexico
• Europe
  • France
  • United Kingdom
  • Italy
  • Germany
  • Spain
• Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East & Africa
  • South Africa
  • Saudi Arabia
  • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Datafication Market.

Available Customizations:

Global Datafication Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

• Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

• 1.1. Market Definition
• 1.2. Scope of the Market
  • 1.2.1. Markets Covered
  • 1.2.2. Years Considered for Study
  • 1.2.3. Key Market Segmentations

2. Research Methodology

• 2.1. Objective of the Study
• 2.2. Baseline Methodology
• 2.3. Key Industry Partners
• 2.4. Major Association and Secondary Sources
• 2.5. Forecasting Methodology
• 2.6. Data Triangulation & Validation
• 2.7. Assumptions and Limitations

3. Executive Summary

• 3.1. Overview of the Market
• 3.2. Overview of Key Market Segmentations
• 3.3. Overview of Key Market Players
• 3.4. Overview of Key Regions/Countries
• 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Datafication Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Type (Behavioral Datafication, Social Datafication, Geospatial Datafication, Transactional Datafication, Sensor Datafication)
  • 5.2.2. By Application (Blockchain, AIOps, Cognitive Computing, Edge Computing, FinOps, Others)
  • 5.2.3. By Vertical (BFSI, Healthcare, IT and Telecom, Retail, Government and Defense, Manufacturing, Media, Entertainment)
  • 5.2.4. By Region
  • 5.2.5. By Company (2025)
• 5.3. Market Map

6. North America Datafication Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Type
  • 6.2.2. By Application
  • 6.2.3. By Vertical
  • 6.2.4. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States Datafication Market Outlook
    • 6.3.1.1. Market Size & Forecast
      • 6.3.1.1.1. By Value
    • 6.3.1.2. Market Share & Forecast
      • 6.3.1.2.1. By Type
      • 6.3.1.2.2. By Application
      • 6.3.1.2.3. By Vertical
  • 6.3.2. Canada Datafication Market Outlook
    • 6.3.2.1. Market Size & Forecast
      • 6.3.2.1.1. By Value
    • 6.3.2.2. Market Share & Forecast
      • 6.3.2.2.1. By Type
      • 6.3.2.2.2. By Application
      • 6.3.2.2.3. By Vertical
  • 6.3.3. Mexico Datafication Market Outlook
    • 6.3.3.1. Market Size & Forecast
      • 6.3.3.1.1. By Value
    • 6.3.3.2. Market Share & Forecast
      • 6.3.3.2.1. By Type
      • 6.3.3.2.2. By Application
      • 6.3.3.2.3. By Vertical

7. Europe Datafication Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Type
  • 7.2.2. By Application
  • 7.2.3. By Vertical
  • 7.2.4. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. Germany Datafication Market Outlook
    • 7.3.1.1. Market Size & Forecast
      • 7.3.1.1.1. By Value
    • 7.3.1.2. Market Share & Forecast
      • 7.3.1.2.1. By Type
      • 7.3.1.2.2. By Application
      • 7.3.1.2.3. By Vertical
  • 7.3.2. France Datafication Market Outlook
    • 7.3.2.1. Market Size & Forecast
      • 7.3.2.1.1. By Value
    • 7.3.2.2. Market Share & Forecast
      • 7.3.2.2.1. By Type
      • 7.3.2.2.2. By Application
      • 7.3.2.2.3. By Vertical
  • 7.3.3. United Kingdom Datafication Market Outlook
    • 7.3.3.1. Market Size & Forecast
      • 7.3.3.1.1. By Value
    • 7.3.3.2. Market Share & Forecast
      • 7.3.3.2.1. By Type
      • 7.3.3.2.2. By Application
      • 7.3.3.2.3. By Vertical
  • 7.3.4. Italy Datafication Market Outlook
    • 7.3.4.1. Market Size & Forecast
      • 7.3.4.1.1. By Value
    • 7.3.4.2. Market Share & Forecast
      • 7.3.4.2.1. By Type
      • 7.3.4.2.2. By Application
      • 7.3.4.2.3. By Vertical
  • 7.3.5. Spain Datafication Market Outlook
    • 7.3.5.1. Market Size & Forecast
      • 7.3.5.1.1. By Value
    • 7.3.5.2. Market Share & Forecast
      • 7.3.5.2.1. By Type
      • 7.3.5.2.2. By Application
      • 7.3.5.2.3. By Vertical

8. Asia Pacific Datafication Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Type
  • 8.2.2. By Application
  • 8.2.3. By Vertical
  • 8.2.4. By Country
• 8.3. Asia Pacific: Country Analysis
  • 8.3.1. China Datafication Market Outlook
    • 8.3.1.1. Market Size & Forecast
      • 8.3.1.1.1. By Value
    • 8.3.1.2. Market Share & Forecast
      • 8.3.1.2.1. By Type
      • 8.3.1.2.2. By Application
      • 8.3.1.2.3. By Vertical
  • 8.3.2. India Datafication Market Outlook
    • 8.3.2.1. Market Size & Forecast
      • 8.3.2.1.1. By Value
    • 8.3.2.2. Market Share & Forecast
      • 8.3.2.2.1. By Type
      • 8.3.2.2.2. By Application
      • 8.3.2.2.3. By Vertical
  • 8.3.3. Japan Datafication Market Outlook
    • 8.3.3.1. Market Size & Forecast
      • 8.3.3.1.1. By Value
    • 8.3.3.2. Market Share & Forecast
      • 8.3.3.2.1. By Type
      • 8.3.3.2.2. By Application
      • 8.3.3.2.3. By Vertical
  • 8.3.4. South Korea Datafication Market Outlook
    • 8.3.4.1. Market Size & Forecast
      • 8.3.4.1.1. By Value
    • 8.3.4.2. Market Share & Forecast
      • 8.3.4.2.1. By Type
      • 8.3.4.2.2. By Application
      • 8.3.4.2.3. By Vertical
  • 8.3.5. Australia Datafication Market Outlook
    • 8.3.5.1. Market Size & Forecast
      • 8.3.5.1.1. By Value
    • 8.3.5.2. Market Share & Forecast
      • 8.3.5.2.1. By Type
      • 8.3.5.2.2. By Application
      • 8.3.5.2.3. By Vertical

9. Middle East & Africa Datafication Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Type
  • 9.2.2. By Application
  • 9.2.3. By Vertical
  • 9.2.4. By Country
• 9.3. Middle East & Africa: Country Analysis
  • 9.3.1. Saudi Arabia Datafication Market Outlook
    • 9.3.1.1. Market Size & Forecast
      • 9.3.1.1.1. By Value
    • 9.3.1.2. Market Share & Forecast
      • 9.3.1.2.1. By Type
      • 9.3.1.2.2. By Application
      • 9.3.1.2.3. By Vertical
  • 9.3.2. UAE Datafication Market Outlook
    • 9.3.2.1. Market Size & Forecast
      • 9.3.2.1.1. By Value
    • 9.3.2.2. Market Share & Forecast
      • 9.3.2.2.1. By Type
      • 9.3.2.2.2. By Application
      • 9.3.2.2.3. By Vertical
  • 9.3.3. South Africa Datafication Market Outlook
    • 9.3.3.1. Market Size & Forecast
      • 9.3.3.1.1. By Value
    • 9.3.3.2. Market Share & Forecast
      • 9.3.3.2.1. By Type
      • 9.3.3.2.2. By Application
      • 9.3.3.2.3. By Vertical

10. South America Datafication Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Type
  • 10.2.2. By Application
  • 10.2.3. By Vertical
  • 10.2.4. By Country
• 10.3. South America: Country Analysis
  • 10.3.1. Brazil Datafication Market Outlook
    • 10.3.1.1. Market Size & Forecast
      • 10.3.1.1.1. By Value
    • 10.3.1.2. Market Share & Forecast
      • 10.3.1.2.1. By Type
      • 10.3.1.2.2. By Application
      • 10.3.1.2.3. By Vertical
  • 10.3.2. Colombia Datafication Market Outlook
    • 10.3.2.1. Market Size & Forecast
      • 10.3.2.1.1. By Value
    • 10.3.2.2. Market Share & Forecast
      • 10.3.2.2.1. By Type
      • 10.3.2.2.2. By Application
      • 10.3.2.2.3. By Vertical
  • 10.3.3. Argentina Datafication Market Outlook
    • 10.3.3.1. Market Size & Forecast
      • 10.3.3.1.1. By Value
    • 10.3.3.2. Market Share & Forecast
      • 10.3.3.2.1. By Type
      • 10.3.3.2.2. By Application
      • 10.3.3.2.3. By Vertical

11. Market Dynamics

• 11.1. Drivers
• 11.2. Challenges

12. Market Trends & Developments

• 12.1. Merger & Acquisition (If Any)
• 12.2. Product Launches (If Any)
• 12.3. Recent Developments

13. Global Datafication Market: SWOT Analysis

14. Porter's Five Forces Analysis

• 14.1. Competition in the Industry
• 14.2. Potential of New Entrants
• 14.3. Power of Suppliers
• 14.4. Power of Customers
• 14.5. Threat of Substitute Products

15. Competitive Landscape

• 15.1. International Business Machines Corporation
  • 15.1.1. Business Overview
  • 15.1.2. Products & Services
  • 15.1.3. Recent Developments
  • 15.1.4. Key Personnel
  • 15.1.5. SWOT Analysis
• 15.2. Oracle Corporation
• 15.3. Microsoft Corporation
• 15.4. SAP SE
• 15.5. Google Inc.
• 15.6. Amazon Web Services
• 15.7. SAS Institute Inc.
• 15.8. Teradata Corporation
• 15.9. Dell EMC
• 15.10. Hewlett-Packard Enterprise

16. Strategic Recommendations

17. About Us & Disclaimer