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市場調查報告書
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1934246

數據驅動型市場－全球產業規模、佔有率、趨勢、機會及預測（按類型、應用、垂直產業、地區及競爭格局分類，2021-2031年）

Datafication Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, Segmented By Type, By Application, By Vertical, By Region & Competition, 2021-2031F
出版日期: | 出版商: TechSci Research | 英文 185 Pages | 商品交期: 2-3個工作天內

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簡介目錄

全球數位化市場預計將從 2025 年的 3,787.7 億美元成長到 2031 年的 7,852.4 億美元，複合年成長率為 12.92%。

數據化是指將各種社會和商業活動轉化為量化數位形式的技術過程，從而實現即時監控和預測分析。市場成長的主要驅動力是互聯設備的廣泛應用以及為提高組織效率而對分析主導決策的需求。這些根本性因素代表著一種永久性的結構性轉變，而非曇花一現的產業潮流，推動人們更加依賴數位洞察來創造價值。

市場概覽
預測期 2027-2031
市場規模：2025年 3787.7億美元
市場規模：2031年 7852.4億美元
複合年成長率：2026-2031年 12.92%
成長最快的細分市場 區塊鏈
最大的市場 北美洲

市場擴張的主要障礙在於人們對資料隱私日益成長的擔憂以及嚴格的監管合規要求。各組織在處理不斷成長的資訊量的同時，還要在不同的司法管轄區維護安全通訊協定，這面臨著巨大的挑戰。電訊（ITU）報告稱，到2024年，高所得經濟體中每個用戶的月均行動寬頻數據消耗量將達到16.2 GB。這項數據凸顯了資訊交流規模之大，需要嚴格的保護，同時也增加了滿足國際隱私標準的複雜性。

市場促進因素

人工智慧 (AI) 和機器學習技術的應用，將原始數據轉化為可執行的洞察，是全球數據轉型市場的關鍵驅動力。隨著企業工作流程的數位化，它們越來越依賴人工智慧來自動化複雜流程，並從龐大的資料集中提取預測模式，使資料成為價值創造的核心。這種日益成長的依賴性促使企業量化更多有形資產和交互，從而維持數據生成和分析的持續循環。近期統計數據也印證了這個趨勢。根據 IBM 2024 年 1 月發布的《全球人工智慧應用指數》，42% 的企業級組織正在積極採用人工智慧，凸顯了人工智慧在解讀數位化格局方面發揮的關鍵作用。

同時，向雲端運算和邊緣運算基礎設施的廣泛遷移，為支撐數位資訊的快速成長提供了必要的擴充性。現代企業正從傳統的本地系統遷移到靈活的雲端環境，從而實現跨全球網路的即時資料擷取和分散式處理。根據 Flexera 於 2024 年 3 月發布的《2024 年雲端狀態報告》，89% 的組織已採用多重雲端策略，這標誌著資料管理結構正向分散式轉型。這種基礎設施的擴展對於管理不斷成長的資料負載至關重要。愛立信 2024 年的報告顯示，2023 年 3 月底至 2024 年 3 月期間，行動網路資料流量將年增 25%，這反映出雲端系統必須處理大量資料。

市場挑戰

全球資料驅動型市場的成長受到日益嚴重的資料隱私擔憂和監管合規複雜性的限制。隨著企業將實體營運轉型數位資料，它們面臨著在不同司法管轄區保護敏感資訊的嚴格法律體制。這種監管負擔迫使企業投入大量資源用於法律合規和安全基礎設施，分散了它們專注於市場拓展和產品創新的精力。遵守相互衝突的國際法律所帶來的挑戰使企業更加謹慎，決策者往往會推遲採用數據驅動型技術，以避免潛在的法律責任和聲譽損害。

此外，無法保證所收集資料的絕對安全，對考慮採用相關技術的企業構成重大障礙。解決這些漏洞需要嚴格且成本高昂的保護通訊協定，從而降低了企業的柔軟性。根據身分盜竊資源中心 (ITRC) 預測，2023 年美國資料外洩事件總數預計將年增 78%，達到創紀錄的 3,205 起。安全漏洞的急劇增加凸顯了企業在保護資料流方面面臨的嚴峻挑戰，直接阻礙了資料隱私領域的擴充性和發展。

市場趨勢

向即時串流處理和分析的轉變正在從根本上重塑市場格局，使企業能夠在數據生成的瞬間就加以利用。與引入延遲的傳統批次處理不同，此趨勢優先考慮資料流的持續攝取和即時分析，從而推動即時決策和高度個人化的客戶互動。低延遲架構的採用正迅速從可選的增強功能演變為關鍵的業務需求。根據 Confluent 於 2024 年 6 月發布的《2024 年資料流報告》，86% 的受訪 IT 領導者將資料流列為技術投資的策略重點，凸顯了這項能力的迫切性。

同時，採用 FinOps 框架最佳化雲端資料成本已成為應對不斷擴展的數位基礎設施所帶來的財務複雜性的關鍵趨勢。隨著企業將海量資料集遷移到雲端，變動成本缺乏透明度，因此需要製定一套將支出與實際業務價值掛鉤的嚴謹策略。該框架使跨職能團隊能夠協作進行財務課責，並確保處理成本不會損害盈利。根據 FinOps 基金會於 2024 年 2 月發布的《FinOps 現況報告》，63% 的受訪者表示他們透過 FinOps 實踐來管理人工智慧支出，這一比例較上一年的 31% 顯著成長，凸顯了該領域的快速發展。

目錄

第1章概述

第2章調查方法

第3章執行摘要

第4章：客戶評價

第5章 全球數據市場展望

  • 市場規模及預測
    • 按金額
  • 市佔率及預測
    • 按類型（行為數據、社交數據、地理空間數據、交易數據、感測器數據）
    • 依應用領域（區塊鏈、AIOps、認知運算、邊緣運算、FinOps、其他）
    • 按產業分類（銀行、金融、保險、醫療保健、IT、通訊、零售、政府、國防、製造業、媒體、娛樂）
    • 按地區
    • 按公司（2025 年）
  • 市場地圖

第6章：北美數據市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 北美洲：國家分析
    • 美國
    • 加拿大
    • 墨西哥

第7章：歐洲數據市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 歐洲：國家分析
    • 德國
    • 法國
    • 英國
    • 義大利
    • 西班牙

第8章：亞太數據市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 亞太地區：國家分析
    • 中國
    • 印度
    • 日本
    • 韓國
    • 澳洲

第9章：中東和非洲數據市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 中東和非洲：國家分析
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第10章：南美洲數據市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 南美洲：國家分析
    • 巴西
    • 哥倫比亞
    • 阿根廷

第11章 市場動態

  • 促進要素
  • 任務

第12章 市場趨勢與發展

  • 併購
  • 產品發布
  • 最新進展

第13章 全球資料市場：SWOT分析

第14章 波特五力分析

  • 產業競爭
  • 新進入者的可能性
  • 供應商電力
  • 顧客權力
  • 替代品的威脅

第15章 競爭格局

  • 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

第16章 策略建議

第17章：關於研究公司及免責聲明

簡介目錄
Product Code: 15305

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.

Market Overview
Forecast Period2027-2031
Market Size 2025USD 378.77 Billion
Market Size 2031USD 785.24 Billion
CAGR 2026-203112.92%
Fastest Growing SegmentBlockchain
Largest MarketNorth America

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