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市场调查报告书

商品编码

1588510

资料准备工具市场规模、份额、成长分析、按平台、按部署、按功能、按行业、按地区 - 行业预测，2024-2031 年

Data Preparation Tools Market Size, Share, Growth Analysis, By Platform, By Deployment, By Functions, By Vertical, By Region - Industry Forecast 2024-2031

出版日期: 2024年11月05日 | 出版商:

SkyQuest | 英文 260 Pages | 商品交期: 3-5个工作天内

价格

简介目录

2022年资料准备工具的全球市场规模为49亿美元，从2023年的56.9亿美元成长到2031年的189.3亿美元，在预测期间（2024-2031年）预计复合年增长率为16.2% 。

截至 2023 年 10 月，由于各行业（尤其是 IT 和 BFSI）对高效资料管理的需求日益增长，资料准备工具的行业格局已经发生了重大演变。这些工具旨在简化从多个来源集中资料的过程，并在关键时刻提供分析，以形成更明智的决策流程。然而，这些工具的有效性往往受到现有挑战的阻碍，例如不完整的资料集和繁琐的程序。进阶分析和商业智慧(BI) 的快速普及推动了对自助资料准备工具的需求不断增长，这些工具允许组织管理其资料分析流程。这种需求的激增在资料主导的IT 公司中尤其明显，这些公司正在采用混合云端解决方案和自助服务平台来满足对即时存取可操作见解日益增长的需求。此外，随着公司寻求提高业务效率，对云端基础的资料准备工具的推动反映了更广泛的趋势。鑑于这一趋势，许多公司正在大幅增加研发投资，以提高资料准备能力，以满足对分析解决方案不断增长的需求。总体而言，随着企业优先考虑自助资料准备，市场有望实现显着成长，从而使企业在日益以资料为中心的环境中变得更加敏捷和应对力。

市场概况
北美洲
- 美国
- 加拿大
欧洲
- 德国
- 西班牙
- 法国
- 英国
- 义大利
- 其他欧洲国家地区
亚太地区
- 中国
- 印度
- 日本
- 韩国
- 其他亚太地区
拉丁美洲
- 巴西
- 其他拉丁美洲地区
中东和非洲 (MEA)
- 海湾合作委员会国家
- 南非
- 其他中东/非洲地区

竞争格局

前5名企业对比
主要企业市场定位（2023年）
主要市场参与者所采取的策略
近期市集活动
主要企业市场占有率（2023年）

主要企业简介

Informatica Corporation（US）
International Business Machines Corporation（IBM）（US）
Microsoft Corporation（US）
MicroStrategy Incorporated（US）
SAP SE（Germany）
SAS Institute Inc.（US）
Oracle Corporation（US）
DataRobot, Inc.（US）
Denodo Technologies（Spain）
Hitachi Vantara Corporation（US）
Altair Engineering Inc.（US）
Datameer, Inc.（US）
RedPoint Global Inc.（US）
Sisense Inc.（US）
Informatica Corporation（US）
Oracle Corporation（US）
DataRobot, Inc.（US）
Teradata Corporation（US）
IBM Corporation（US）
Collibra NV（Belgium）
Ataccama Corporation（Canada）
Tamr Inc.（US）

简介目录

Product Code: SQMIG45B2081

Global Data Preparation Tools Market size was valued at USD 4.9 billion in 2022 and is poised to grow from USD 5.69 billion in 2023 to USD 18.93 billion by 2031, growing at a CAGR of 16.2% during the forecast period (2024-2031).

As of October 2023, the landscape of data preparation tools illustrates a significant evolution driven by the increasing necessity for efficient data management across various industries, particularly in IT and BFSI. These tools are designed to streamline the process of aggregating data from multiple sources, making it accessible for analysis at critical moments, thus shaping more informed decision-making processes. However, the effectiveness of these tools can often be hindered by existing challenges such as incomplete datasets and labor-intensive procedures. The rapid adoption of advanced analytics and Business Intelligence (BI) is fueling a heightened demand for self-service data preparation tools, enabling organizations to take charge of their data analytics processes. This surge in demand is particularly notable in data-driven IT firms embracing hybrid cloud solutions alongside self-service platforms, responding to the growing need for immediate access to actionable insights. Furthermore, the push for cloud-based data preparation tools reflects a broader trend as businesses strive to enhance their operational efficiencies. In light of this trend, many organizations are significantly increasing their investments in research and development to improve data preparation capabilities, aligning with the escalating demand for analytics solutions. Overall, the market is poised for considerable growth as organizations prioritize self-service data preparation, which is expected to enhance their agility and responsiveness in an increasingly data-centric landscape.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Data Preparation Tools market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Data Preparation Tools Market Segmental Analysis

Global Data Preparation Tools Market is segmented by Platform, Deployment, Functions, Vertical, and region. Based on Platform, the market is segmented into Self-service, and Data integration. Based on Deployment, the market is segmented into On-premise, and Cloud. Based on Functions, the market is segmented into Data Collection, Data Cataloging, Data Quality, Data Governance, Data Ingestion, and Data Curation. Based on Vertical, the market is segmented into IT & Telecom, Retail & E-commerce, BFSI, Government, Healthcare, Energy & Utilities, Transportation, Manufacturing, and Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the Global Data Preparation Tools Market

The exponential growth of unstructured data across various industries has emerged as a pivotal market driver for the Global Data Preparation Tools market. Businesses are increasingly seeking efficient solutions that facilitate accurate data formatting, enabling them to extract valuable insights from disparate data sources in a timely and consistent manner. These tools empower organizations to make informed decisions, align strategic initiatives, and navigate the complexities of data ownership and appropriateness. With a focus on enhancing analyst productivity and enabling exploratory analytics, particularly in sectors like IT and telecom, the demand for sophisticated data preparation solutions is surging. The integration of machine learning with these tools further accelerates market growth by enhancing data integration processes and automating workflows, thereby delivering high-quality services and reducing operational burdens.

Restraints in the Global Data Preparation Tools Market

The Global Data Preparation Tools market is hindered by several key restraints, primarily the prevalence of data silos, which complicate seamless data integration and accessibility. Additionally, a widespread lack of knowledge and expertise among potential users limits adoption rates, while operational difficulties further exacerbate the situation. The transition from traditional architectures to modern technologies presents significant challenges, particularly as organizations grapple with heightened data security and privacy concerns. Furthermore, the high initial implementation costs associated with data preparation tools are a deterrent for many businesses. The complexity of selecting suitable cloud infrastructure partners and analytical tools also adds another layer of difficulty, impeding market growth.

Market Trends of the Global Data Preparation Tools Market

The Global Data Preparation Tools market is witnessing a remarkable surge, propelled by the escalating need for telecom and IT companies to harness extensive data generation effectively. As organizations strive to unlock valuable insights from both structured and unstructured data, the demand for advanced data preparation tools has intensified. Companies are increasingly adopting these solutions to facilitate real-time analytics, enabling them to better understand customer behavior and refine service offerings. This trend indicates a growing recognition of the critical role data preparation plays in driving strategic decision-making and enhancing customer engagement, positioning the market for substantial growth in the coming years.

Introduction

Objectives of the Study
Definitions
Market Scope

Research Methodology

Information Procurement
Secondary & Primary Data Sources
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Market Overview Outlook
Supply Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers

Key Market Insights

Technology Analysis
Value Chain Analysis
Ecosystem of the Market
Case study Analysis
Regulatory Landscape
Innovation Matrix
Top Investment Analysis
Key Success Factor
PESTEL Analysis
Degree of Competition

Data Preparation Tools Market byPlatform

Market Overview
Self service
Data integration

Data Preparation Tools Market byDeployment

Market Overview
On-premise
Cloud

Data Preparation Tools Market byFunctions

Market Overview
Data Collection
Data Cataloging
Data Quality
Data Governance
Data Ingestion
Data Curation

Data Preparation Tools Market byVertical

Market Overview
IT & Telecom
Retail & E-commerce
BFSI
Government
Healthcare
Energy & Utilities
Transportation
Manufacturing
Others

Data Preparation Tools Market Size by Region

Market Overview
North America
- USA
- Canada
Europe
- Germany
- Spain
- France
- UK
- Italy
- Rest of Europe
Asia Pacific
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
Latin America
- Brazil
- Rest of Latin America
Middle East & Africa (MEA)
- GCC Countries
- South Africa
- Rest of MEA

Competitive Landscape

Top 5 Player Comparison
Market Positioning of Key Players, 2023
Strategies Adopted by Key Market Players
Recent Activities in the Market
Key Companies Market Share (%), 2023

Key Company Profiles

Informatica Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
International Business Machines Corporation (IBM) (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
MicroStrategy Incorporated (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAP SE (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Oracle Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
DataRobot, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Denodo Technologies (Spain)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hitachi Vantara Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Altair Engineering Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Datameer, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
RedPoint Global Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Sisense Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Informatica Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Oracle Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
DataRobot, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Teradata Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
IBM Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Collibra NV (Belgium)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Ataccama Corporation (Canada)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Tamr Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments