市場調査レポート

商品コード

1588510

データ準備ツールの市場規模、シェア、成長分析、プラットフォーム別、展開別、機能別、業界別、地域別 - 産業予測、2024年～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: 2024年11月05日
発行: SkyQuest
ページ情報: 英文 260 Pages
納期: 3～5営業日

価格

PDF & Excel (Single User License)

USD 5,300 763,518円

レポートPDF・Excelを1 名様のみがご利用頂けるライセンスです。PDF・Excell内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します

PDF & Excel (Multiple User License)

USD 6,200 893,172円

レポートPDF・Excel2-5名様までがご利用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

PDF & Excel (Enterprise License)

USD 7,100 1,022,826円

レポートPDF・Excelを同一企業に所属の全世界の方にご使用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

価格表記: USDを日本円(税抜)に換算

本日の銀行送金レート: 1USD=144.06円

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概要
目次

概要

サンプル依頼リストに入れる

データ準備ツールの世界市場規模は、2022年に49億米ドルと評価され、2023年の56億9,000万米ドルから2031年には189億3,000万米ドルに成長し、予測期間中（2024-2031年）のCAGRは16.2％で成長する見通しです。

2023年10月現在、データ準備ツールの業界情勢は、ITやBFSIを中心に、さまざまな業界において効率的なデータ管理の必要性が高まっていることを背景に、著しい進化を遂げています。これらのツールは、複数のソースからデータを集約するプロセスを合理化し、重要な瞬間に分析にアクセスできるようにして、より多くの情報に基づいた意思決定プロセスを形成するように設計されています。しかし、こうしたツールの有効性は、不完全なデータセットや手間のかかる手順といった既存の課題によって妨げられることが多いです。高度なアナリティクスとビジネスインテリジェンス（BI）の急速な普及は、組織がデータ分析プロセスを管理できるようにするセルフサービスデータ準備ツールに対する需要の高まりに拍車をかけています。このような需要の急増は、セルフサービス・プラットフォームとともにハイブリッド・クラウド・ソリューションを採用するデータ主導型のIT企業において特に顕著であり、実用的な洞察への即時アクセスに対するニーズの高まりに対応しています。さらに、クラウドベースのデータ準備ツールを推進する動きは、企業が業務効率の向上に努めるという、より広範な動向を反映しています。この動向を踏まえて、多くの企業はデータ準備能力を向上させるための研究開発への投資を大幅に増やしており、アナリティクスソリューションに対する需要の高まりと歩調を合わせています。全体として、企業はセルフサービスによるデータ準備を優先しているため、市場は大きく成長する見通しであり、データ中心の環境がますます進む中で、企業の敏捷性と対応力が強化されることが期待されます。

市場概要
北米
- 米国
- カナダ
欧州
- ドイツ
- スペイン
- フランス
- 英国
- イタリア
- その他欧州地域
アジア太平洋地域
- 中国
- インド
- 日本
- 韓国
- その他アジア太平洋地域
ラテンアメリカ
- ブラジル
- その他ラテンアメリカ地域
中東・アフリカ（MEA）
- GCC諸国
- 南アフリカ
- その他中東・アフリカ地域

競合情勢

上位5社の比較
主要企業の市場ポジショニング（2023年）
主な市場企業が採用した戦略
市場における最近の活動
主要企業の市場シェア（2023年）

主要企業プロファイル

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）

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

データ準備ツールの市場規模、シェア、成長分析、プラットフォーム別、展開別、機能別、業界別、地域別 - 産業予測、2024年～2031年

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

目次

イントロダクション

調査手法

エグゼクティブサマリー

市場力学と見通し

主な市場の考察

データ準備ツール市場：プラットフォーム別

データ準備ツール市場：展開別

データ準備ツール市場：機能別

データ準備ツール市場：業界別

データ準備ツール市場：地域別