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市場調查報告書

商品編碼

1588510

資料準備工具市場規模、佔有率、成長分析、按平台、按部署、按功能、按行業、按地區 - 行業預測，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個工作天內

價格

簡介目錄

2022年資料準備工具的全球市場規模為49億美元，從2023年的56.9億美元成長到2031年的189.3億美元，在預測期間（2024-2031年）預計複合年成長率為16.2% 。

截至 2023 年 10 月，由於各行業（尤其是 IT 和 BFSI）對高效資料管理的需求日益成長，資料準備工具的行業格局已經發生了重大演變。這些工具旨在簡化從多個來源集中資料的過程，並在關鍵時刻提供分析，以形成更明智的決策流程。然而，這些工具的有效性往往受到現有挑戰的阻礙，例如不完整的資料集和繁瑣的程序。進階分析和商業智慧(BI) 的快速普及推動了對自助資料準備工具的需求不斷成長，這些工具允許組織管理其資料分析流程。這種需求的激增在資料主導的IT 公司中尤其明顯，這些公司正在採用混合雲端解決方案和自助服務平台來滿足對即時存取可操作見解日益成長的需求。此外，隨著公司尋求提高業務效率，對雲端基礎的資料準備工具的推動反映了更廣泛的趨勢。鑑於這一趨勢，許多公司正在大幅增加研發投資，以提高資料準備能力，以滿足對分析解決方案不斷成長的需求。總體而言，隨著企業優先考慮自助資料準備，市場有望實現顯著成長，從而使企業在日益以資料為中心的環境中變得更加敏捷和應對力。

市場概況
北美洲
- 美國
- 加拿大
歐洲
- 德國
- 西班牙
- 法國
- 英國
- 義大利
- 其他歐洲國家地區
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 其他亞太地區
拉丁美洲
- 巴西
- 其他拉丁美洲地區
中東和非洲 (MEA)
- 海灣合作理事會國家
- 南非
- 其他中東/非洲地區

競爭格局

前5名企業對比
主要企業市場定位（2023年）
主要市場參與者所採取的策略
近期市集活動
主要企業市場佔有率（2023年）

主要企業簡介

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）

簡介目錄

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