Press release
Global Data Preparation Tools Market Analysis 2025-2030: Growth Drivers, Challenges, And Opportunities
Data Preparation Tools
How Big Is the Data Preparation Tools Market Size Expected to Be by 2034?
The market size for data preparation tools has seen a significant increase in the past few years. It is projected to rise from $7.79 billion in 2024 to $9.59 billion in 2025, boasting a compound annual growth rate (CAGR) of 23.2%. The rising intricacy of data formats and sources, which necessitates more advanced tools, the emergence of data preparation as a service (DPaaS), the application of data virtualization technology in preparation processes, the creation of specific industry data preparation solutions, and the usage of federated learning methods for distributed data preparation jobs have all contributed to this exponential growth in the historic period.
The market size for data preparation tools is predicted to undergo substantial expansion in the forTH*Coming years, projected to increase to $21.84 billion by 2029 with a compound annual growth rate (CAGR) of 22.8%. This growth during the forecast period is attributable to factors such as the incorporation of edge AI in on-device data preparation tasks, widespread utilisation of AI and machine learning in data preparation roles, surging demand for self-service data prep tools, escalating requirement for data governance and quality in processing duties, and a need for real-time data preparation capabilities. Key trends within this anticipated period encompass advancements in technology, wider adoption of big data and IoT fuelling the need for scalable data preparation solutions, the introduction of collaborative features for group-oriented data prep projects, the uptake of federated learning approaches for the management of distributed data preparation tasks, and integration of data preparation with data governance and stewardship platforms.
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What Are the Emerging Segments Within the Data Preparation Tools Market?
The data preparation tools market covered in this report is segmented -
1) By Platform: Self-Service, Data Integration
2) By Deployment Mode: On-Premises, Cloud
3) By Function: Data Collection, Data Cataloging, Data Quality, Data Governance, Data Ingestion, Data Curation
4) By Vertical: Information Technology (IT) And Telecom, Retail And E-Commerce, Banking, Financial Services, And Insurance (BFSI), Government, HealTH*Care, Energy And Utilities, Transportation, Manufacturing, Other Verticals
Subsegments:
1) By Self-Service: Data Wrangling, Data Cleansing, Data Transformation, Data Visualization, Data Profiling, Automated Data Preparation
2) By Data Integration: Data Aggregation, ETL (Extract, Transform, Load) Integration, Data Pipeline Management, Real-time Data Integration, Cloud Data Integration, Data Migration And Synchronization
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What Long-Term Drivers Are Shaping Data Preparation Tools Market Trends?
The significant rise in data volume is predicted to fuel the expansion of the data preparation tools market. Data, which comprises raw facts, figures, and statistics, is often collected for examination or reference and usually digitized. Increased digitalization, technological progress, and the spread of connected devices are mainly causing this surge in data volume. The increasing data volume calls for data preparation tools to adequately clean, transform, and arrange data for analysis owing to the intricacies and volume of managing large data sets. For example, the Linux Foundation, a non-profit association in the US, revealed in a report in December 2022 that an average end-user organization with storage capacity of up to 20 petabytes saw annual data growth of 566 TB in 2021 and 1,746 TB in 2022. Likewise, the yearly data growth for organizations with storage capacity up to 25 petabytes hit a significant 2,208 TB in 2022, triple that of 2021 (700 TB). As a result, the swift rise in data volume is expected to spur the expansion of the data preparation tools market.
Who Are the Top Competitors in Key Data Preparation Tools Market Segments?
Major companies operating in the data preparation tools market are Amazon Web Services Inc., Microsoft Corporation, International Business Machines Corporation, Oracle Corporation, SAP SE, Salesforce.com Inc., SAS Institute Inc., Hitachi Vantara Corporation, Teradata Corporation, Informatica Inc., Tibco Software Inc., Zoho DataPrep, Quest Software Inc., Alteryx Inc., Rapid Insight Inc., QlikTech International AB, Altair Engineering Inc., Micro Strategy Incorporated, DataRobot Inc., Dataiku Inc., Datawatch Corporation, Unifi Software Inc., Datameer Inc., InfluxData Inc
What Data Preparation Tools Market Trends Are Gaining Traction Across Different Segments?
In the data tool preparation market, key players like SnapLogic are focusing on the creation of innovative technologies, such as SnapGPT, to enhance the efficiency of data pipeline creation. SnapGPT, a generative AI tool, is capable of generating new and unique content in a range of formats spanning from audio and video to simulations and text. Launched by the US software company, SnapLogic, in August 2023, SnapGPT simplifies the process of data pipeline development, providing a speedy, user-friendly solution for integration tasks. It can produce accurate queries and swiftly transform data from one format to another. Additionally, SnapGPT is equipping users with features like image recognition, text recognition, speech to text, fast integration prototyping, and pipeline generation. Together, these features make SnapGPT an effective tool for data integration, combining AI-powered technology with easy-to-use features to simplify the creation of data pipelines and workflows.
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Which Regions Are Becoming Hubs for Data Preparation Tools Market Innovation?
North America was the largest region in the data preparation tools market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the data preparation tools market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
Frequently Asked Questions:
1. What Is the Market Size and Growth Rate of the Data Preparation Tools Market?
2. What is the CAGR expected in the Data Preparation Tools Market?
3. What Are the Key Innovations Transforming the Data Preparation Tools Industry?
4. Which Region Is Leading the Data Preparation Tools Market?
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