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Transformative Trends Impacting the Data Preparation Tools Market Landscape: Transforming Data Pipeline Creation With Generative AI Innovation
Data Preparation Tools Market
How Large Will the Data Preparation Tools Market Size By 2025?
The market size for data preparation tools has witnessed a massive expansion in recent times. The market, which is expected to stand at $7.79 billion in 2024, is projected to reach a value of $9.59 billion in 2025, growing at a compound annual growth rate (CAGR) of 23.2%. The immense growth during the historical period can be credited to factors including the escalating complexity of data formats and sources necessitating more advanced tools, the rise of data preparation as a service (DPaaS) offerings, the employment of data virtualization technology in preparation procedures, the evolution of sector-specific data preparation solutions, and the implementation of federated learning strategies for distributed data preparation assignments.
How Big Is the Data Preparation Tools Market Size Expected to Grow by 2029?
In the forthcoming years, an exponential surge is forecasted in the market size of data preparation tools. The market value is predicted to reach $21.84 billion in 2029 with a compound annual growth rate (CAGR) of 22.8%. The acceleration during this period is largely due to factors like the use of edge AI in on-device data preparation, surging usage of AI and machine learning in data preparation tasks, increasing demand for self-service tools in data preparation, and heightened requirement for data quality and governance in preparation processes. Other aspects contributing to this growth include the need for real-time data preparation capabilities. Key trends for this forecast period encompass technological advancements, the spread of big data and IoT sparking an amplified need for scalable data preparation solutions, collaborative features for team-based data preparation projects, usage of federated learning approaches for dispersed data preparation tasks, along with the integration of data preparation with data governance and stewardship platforms.
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Which Key Market Drivers Powering Data Preparation Tools Market Expansion and Growth?
The immense expansion of data is predicted to accelerate the development of the data preparation tools market. Data, defined as raw numerical or descriptive information gathered for study or consultation often in electronic configuration, is rapidly multiplying due to increased digitization, technological enhancements, and the blossoming of interconnected gadgets. Theescalating data volume mandates the requirement of data preparation tools that can adeptly sanitize, modify, and structure data for investigation due to the intricate and extensive management of sizable data collections. For example, as of December 2022, a report by the Linux Foundation, an American non-profit consortium, indicated that an average consumer organization with storage abilities of up to 20 petabytes saw an annual data surge of 566 TB in 2021 and 1,746 TB in 2022. In the same way, yearly data augmentation for entities equipped with storage space of up to 25 petabytes hit an impressive 2,208 TB in 2022, a triple increase from 2021's 700 TB. Consequently, the swift expansion of data is expected to fuel the progression of the data preparation tools market.
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Which Fast-Growing Trends Are Poised to Disrupt the Data Preparation Tools Market?
Top businesses involved in the data preparation tools sector are concentrating their efforts on introducing ground-breaking solutions like SnapGPT to enhance data pipeline creation. The term generative AI tool is used to denote AI systems with the ability to produce fresh and unique content in a host of formats ranging from audio, code, visuals, text, to simulations and videos. Take for instance, SnapLogic, an American software enterprise, which rolled out SnapGPT, a generative AI tool in August 2023. It is specifically engineered to simplify the process of designing data pipelines, and presents a rapid, user-friendly method for executing integration duties. The tool is proficient at generating precise and effective queries and shifting data from one format to another, hence accelerating the integration tasks. Moreover, SnapGPT is equipped with cutting-edge features such as text and image recognition, speech to text conversion, pipeline creation, and quick integration prototyping. All these elements work in unison to form a formidable instrument for data integration, merging AI-driven proficiencies with easy-to-use features to expedite the development of data pipelines and workflows.
What Are the Emerging Segments in 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, Healthcare, 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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Who Are the Global Leaders in the Data Preparation Tools Market?
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
Which are the Top Profitable Regional Markets for the Data Preparation Tools Industry?
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.
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