物联网资料管理市场－全球产业规模、份额、趋势、机会和预测（按组件、按部署、按应用、按地区、按竞争）2020-2030F

2024 年全球物联网资料管理市场价值为 841.3 亿美元，预计到 2030 年将达到 1,648.8 亿美元，预测期内的复合年增长率为 11.87%。该市场涵盖用于管理互联网连接设备产生的资料的平台、工具和服务。这些设备（包括智慧电錶、工业感测器、健康监测器和连网汽车）会产生大量即时结构化和非结构化资料。物联网资料管理解决方案可协助组织有效地收集、清理、储存和保护这些资料，同时使其可供分析。此功能增强了营运可见性，支援明智的决策，并支援提供个人化服务。此外，与云端运算和边缘运算基础设施的整合允许可扩展、分散的资料处理，进一步增强回应能力和敏捷性。

关键市场驱动因素

互联设备和边缘基础设施的爆炸性增长

主要市场挑战

跨碎片化生态系的资料互通性

主要市场趋势

物联网资料管理与人工智慧和机器学习的融合

目录

第 1 章：解决方案概述

• 市场定义
• 市场范围
  • 覆盖市场
  • 考虑学习的年限
  • 主要市场区隔

第二章：研究方法

第三章：执行摘要

第四章：顾客之声

第五章：全球物联网资料管理市场展望

• 市场规模和预测
  • 按价值
• 市场占有率和预测
  • 按组件（解决方案、服务）
  • 按部署（本地、云端）
  • 按应用（智慧能源和公用事业、智慧製造、智慧医疗、智慧零售、智慧旅行和交通、建筑和家庭自动化、互联物流、其他）
  • 按地区（北美、欧洲、南美、中东和非洲、亚太地区）
• 按公司分类（2024）
• 市场地图

第六章：北美物联网资料管理市场展望

• 市场规模和预测
• 市场占有率和预测
• 北美：国家分析
  • 美国
  • 加拿大
  • 墨西哥

第七章：欧洲物联网资料管理市场展望

• 市场规模和预测
• 市场占有率和预测
• 欧洲：国家分析
  • 德国
  • 法国
  • 英国
  • 义大利
  • 西班牙

第八章：亚太地区物联网资料管理市场展望

• 市场规模和预测
• 市场占有率和预测
• 亚太地区：国家分析
  • 中国
  • 印度
  • 日本
  • 韩国
  • 澳洲

第九章：中东和非洲物联网资料管理市场展望

• 市场规模和预测
• 市场占有率和预测
• 中东和非洲：国家分析
  • 沙乌地阿拉伯
  • 阿联酋
  • 南非

第十章：南美洲物联网资料管理市场展望

• 市场规模和预测
• 市场占有率和预测
• 南美洲：国家分析
  • 巴西
  • 哥伦比亚
  • 阿根廷

第 11 章：市场动态

• 驱动程式
• 挑战

第 12 章：市场趋势与发展

• 合併与收购（如有）
• 产品发布（如有）
• 最新动态

第十三章：公司简介

• IBM Corporation
• Microsoft Corporation
• Oracle Corporation
• Amazon.com, Inc.
• SAP SE
• Cisco Systems, Inc.
• Google LLC
• Hewlett Packard Enterprise Company

第 14 章：策略建议

第15章调查会社について・免责事项

The Global IoT Data Management Market was valued at USD 84.13 billion in 2024 and is projected to reach USD 164.88 billion by 2030, expanding at a CAGR of 11.87% during the forecast period. This market encompasses the platforms, tools, and services used to manage data generated by Internet-connected devices. These devices-including smart meters, industrial sensors, health monitors, and connected vehicles-generate vast volumes of real-time structured and unstructured data. IoT data management solutions help organizations efficiently collect, cleanse, store, and secure this data while making it accessible for analysis. This capability enhances operational visibility, supports informed decision-making, and enables the delivery of personalized services. Additionally, integration with cloud and edge computing infrastructures allows for scalable, decentralized data processing, further strengthening responsiveness and agility.

Key Market Drivers

Explosion of Connected Devices and Edge Infrastructure Expansion

The exponential rise in connected devices is a major factor fueling the growth of the Global IoT Data Management Market. Billions of smart sensors, wearables, industrial systems, and consumer electronics now generate continuous streams of high-frequency, context-aware data. Real-time data management has become critical for sectors such as energy, automotive, agriculture, and retail, where robust systems are needed to capture, clean, store, and integrate this information into everyday operations. Edge computing has gained prominence by enabling data to be processed closer to its origin, minimizing reliance on centralized cloud infrastructure. This reduces latency, improves data privacy, and supports immediate decision-making in critical scenarios. As edge computing capabilities evolve, enterprises increasingly seek IoT data management platforms that support decentralized architectures while retaining centralized control and analytics. By mid-2025, the global infrastructure supported over 19.5 billion active IoT devices, with approximately 7 billion built for edge computing environments. This shift indicates that nearly 36% of all IoT data is now processed locally-highlighting the growing preference for decentralized data management frameworks.

Key Market Challenges

Data Interoperability Across Fragmented Ecosystems

One of the core challenges impacting the Global IoT Data Management Market is the lack of interoperability across a fragmented landscape of technologies. The IoT environment includes a vast array of devices, platforms, protocols, and vendors-each with unique data formats and integration processes. From legacy equipment in industrial settings to modern 5G-enabled sensors, the absence of common standards significantly hinders seamless data flow and unified analytics. This fragmentation complicates efforts to consolidate data from diverse sources. For instance, in a manufacturing plant using various vendors across production and maintenance, the lack of uniform integration methods can make centralizing insights time-consuming and expensive. Without cohesive standards, enterprises struggle to derive actionable intelligence from IoT investments, leading to inefficiencies in operations and decision-making.

Key Market Trends

Convergence of IoT Data Management with Artificial Intelligence and Machine Learning

A prominent trend reshaping the Global IoT Data Management Market is the integration of artificial intelligence (AI) and machine learning (ML) into IoT platforms. Businesses are increasingly focused on transforming raw IoT data into intelligent, real-time insights that support autonomous decision-making. To meet this need, modern IoT data management systems are being embedded with ML algorithms, anomaly detection models, and predictive analytics engines. This allows companies to automate processes and anticipate issues before they occur. The effectiveness of AI depends on the quality and timeliness of data; hence, IoT platforms are being redesigned to facilitate automated data labeling, real-time edge inference, and continuous learning loops. This trend is particularly transformative in industries like smart manufacturing, logistics, and energy, where optimized scheduling, predictive maintenance, and fault detection rely heavily on the seamless fusion of IoT data and AI capabilities.

Key Market Players

• IBM Corporation
• Microsoft Corporation
• Oracle Corporation
• Amazon.com, Inc.
• SAP SE
• Cisco Systems, Inc.
• Google LLC
• Hewlett Packard Enterprise Company

Report Scope:

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

IoT Data Management Market, By Component:

• Solutions
• Services

IoT Data Management Market, By Deployment:

• On-premises
• Cloud

IoT Data Management Market, By Application:

• Smart Energy and Utilities
• Smart Manufacturing
• Smart Healthcare
• Smart Retail
• Smart Mobility and Transportation
• Building and Home Automation
• Connected Logistics
• Others

IoT Data Management Market, By Region:

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

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global IoT Data Management Market.

Available Customizations:

Global IoT Data Management Market report with the given market data, Tech Sci 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. Solution 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, and Trends

4. Voice of Customer

5. Global IoT Data Management Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Component (Solutions, Services)
  • 5.2.2. By Deployment (On-premises, Cloud)
  • 5.2.3. By Application (Smart Energy and Utilities, Smart Manufacturing, Smart Healthcare, Smart Retail, Smart Mobility and Transportation, Building and Home Automation, Connected Logistics, Others)
  • 5.2.4. By Region (North America, Europe, South America, Middle East & Africa, Asia Pacific)
• 5.3. By Company (2024)
• 5.4. Market Map

6. North America IoT Data Management Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Component
  • 6.2.2. By Deployment
  • 6.2.3. By Application
  • 6.2.4. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States IoT Data Management 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 Component
      • 6.3.1.2.2. By Deployment
      • 6.3.1.2.3. By Application
  • 6.3.2. Canada IoT Data Management 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 Component
      • 6.3.2.2.2. By Deployment
      • 6.3.2.2.3. By Application
  • 6.3.3. Mexico IoT Data Management 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 Component
      • 6.3.3.2.2. By Deployment
      • 6.3.3.2.3. By Application

7. Europe IoT Data Management Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Component
  • 7.2.2. By Deployment
  • 7.2.3. By Application
  • 7.2.4. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. Germany IoT Data Management 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 Component
      • 7.3.1.2.2. By Deployment
      • 7.3.1.2.3. By Application
  • 7.3.2. France IoT Data Management 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 Component
      • 7.3.2.2.2. By Deployment
      • 7.3.2.2.3. By Application
  • 7.3.3. United Kingdom IoT Data Management 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 Component
      • 7.3.3.2.2. By Deployment
      • 7.3.3.2.3. By Application
  • 7.3.4. Italy IoT Data Management 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 Component
      • 7.3.4.2.2. By Deployment
      • 7.3.4.2.3. By Application
  • 7.3.5. Spain IoT Data Management 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 Component
      • 7.3.5.2.2. By Deployment
      • 7.3.5.2.3. By Application

8. Asia Pacific IoT Data Management Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Component
  • 8.2.2. By Deployment
  • 8.2.3. By Application
  • 8.2.4. By Country
• 8.3. Asia Pacific: Country Analysis
  • 8.3.1. China IoT Data Management 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 Component
      • 8.3.1.2.2. By Deployment
      • 8.3.1.2.3. By Application
  • 8.3.2. India IoT Data Management 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 Component
      • 8.3.2.2.2. By Deployment
      • 8.3.2.2.3. By Application
  • 8.3.3. Japan IoT Data Management 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 Component
      • 8.3.3.2.2. By Deployment
      • 8.3.3.2.3. By Application
  • 8.3.4. South Korea IoT Data Management 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 Component
      • 8.3.4.2.2. By Deployment
      • 8.3.4.2.3. By Application
  • 8.3.5. Australia IoT Data Management 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 Component
      • 8.3.5.2.2. By Deployment
      • 8.3.5.2.3. By Application

9. Middle East & Africa IoT Data Management Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Component
  • 9.2.2. By Deployment
  • 9.2.3. By Application
  • 9.2.4. By Country
• 9.3. Middle East & Africa: Country Analysis
  • 9.3.1. Saudi Arabia IoT Data Management 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 Component
      • 9.3.1.2.2. By Deployment
      • 9.3.1.2.3. By Application
  • 9.3.2. UAE IoT Data Management 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 Component
      • 9.3.2.2.2. By Deployment
      • 9.3.2.2.3. By Application
  • 9.3.3. South Africa IoT Data Management 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 Component
      • 9.3.3.2.2. By Deployment
      • 9.3.3.2.3. By Application

10. South America IoT Data Management Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Component
  • 10.2.2. By Deployment
  • 10.2.3. By Application
  • 10.2.4. By Country
• 10.3. South America: Country Analysis
  • 10.3.1. Brazil IoT Data Management 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 Component
      • 10.3.1.2.2. By Deployment
      • 10.3.1.2.3. By Application
  • 10.3.2. Colombia IoT Data Management 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 Component
      • 10.3.2.2.2. By Deployment
      • 10.3.2.2.3. By Application
  • 10.3.3. Argentina IoT Data Management 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 Component
      • 10.3.3.2.2. By Deployment
      • 10.3.3.2.3. By Application

11. Market Dynamics

• 11.1. Drivers
• 11.2. Challenges

12. Market Trends and Developments

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

13. Company Profiles

• 13.1. IBM Corporation
  • 13.1.1. Business Overview
  • 13.1.2. Key Revenue and Financials
  • 13.1.3. Recent Developments
  • 13.1.4. Key Personnel
  • 13.1.5. Key Product/Services Offered
• 13.2. Microsoft Corporation
• 13.3. Oracle Corporation
• 13.4. Amazon.com, Inc.
• 13.5. SAP SE
• 13.6. Cisco Systems, Inc.
• 13.7. Google LLC
• 13.8. Hewlett Packard Enterprise Company

14. Strategic Recommendations

15. About Us & Disclaimer