Uncovering the Key Drivers Shaping the Data Preparation Industry

Data Preparation Industry Data Book - Data Collection and Labelling, Data Labelling Solutions and Services & Data Integration Market Size, Share, Trends Analysis, And Segment Forecasts, 2023 - 2030

The global Data Preparation Industry was valued at USD 20.89 billion in 2021 and is anticipated to increase at a significant CAGR of 17.0% from 2022 to 2030.           

Grand View Research’s Data Preparation industry databook is a collection of market sizing information & forecasts, competitive benchmarking analyses, macro-environmental analyses, and regulatory & technological framework studies. Within the purview of the database, all such information is systematically analyzed and provided in the form of presentations and detailed outlook reports on individual areas of research.

Data Collection and Labelling Market Insights

The global data collection and labeling market size was valued at USD 1.67 billion in 2021 and it is expected to expand at a compound annual growth rate (CAGR) of 25.1% from 2022 to 2030. The market is expected to witness a surge in technology adoption owing to benefits such as extracting business insights from socially shared pictures and auto-organizing untagged photo collections. It also contributes to developing enhanced safety features in autonomous vehicles, such as condition monitoring, terrain detection, wear detection, and emergency vehicle detection.

Machine learning has been incorporated into various industries, including facial recognition on social networking websites, automated picture arrangement on visual websites, robotics, and drones. Social media monitoring is one of the most popular data collection applications, as visual listening and visual analytics are essential for digital marketing growth. Also, this technology is highly used in applications related to safety and security, such as data gathering for facial recognition used by law enforcement agencies. The need for a constant flow of data to evaluate is expanding as the importance of data-backed decisions for businesses increases. Analysts derive insights and information from data about their target clientele through data mining.

Artificial intelligence-enabled data labeling service is rapidly gaining traction in security monitoring technology in many countries. Person/object tracking, traffic monitoring, parking occupancy detection area monitoring, and vehicle analysis are some of the primary AI applications in surveillance settings. Many companies have invested much time developing AI-based data processing technologies to maintain social isolation in open spaces, especially during the global covid-19 epidemic.

Order your copy of the Free Sample of “Data Preparation Industry Data Book - Data Collection and Labelling, Data Labelling Solutions and Services & Data Integration Market Size, Share, Trends Analysis, And Segment Forecasts, 2023 - 2030” Data Book, published by Grand View Research

Data Labelling Solutions and Services Market Insights

The global data labeling solution and services market size was valued at USD 8.69 billion in 2021 and is projected to grow a CAGR of 21.0% from 2022 to 2030. By adding attribute tags, data labeling tools assist users in developing data value. Data labeling is a process for identifying raw data (text, videos images, etc.) and adding one or more significant and revealing labels to offer context. Machine learning has been incorporated in several industries, including facial recognition on social networking websites powered by data collection, automated picture organization of visual websites, and robots & drones. Prominent growth in the automotive business, particularly in self-driving vehicles, significantly fuels data labeling solutions and services. A self-driving vehicle has a multiplicity of sensors and networking devices that let the computer drive the vehicle.

The global data labeling solution and services market is expected to witness a surge in the adoption of the technology owing to assistance such as deriving business insights from socially shared photographs and auto-organizing untagged photo collections. Furthermore, data labeling technology is increasingly being used in autonomous vehicles, which is expected to contribute to significant growth in the automobile industry. With the help of this technology, self-driving cars can detect obstacles and notify the driver about the vicinity of walkways and guardrails. The technology is also capable of reading stoplights and road signs.

The emerging importance of data efficiency and the evolution of technology is allowing for new business innovations, economics, and infrastructure. These factors have contributed to the expansion of the data labeling market. The significant development of machine learning in automated data analytics is projected to increase demand for tools and solutions for autonomous data labeling in many data-driven applications. Furthermore, the emerging prominence of picture annotation is likely to advance retail, automotive, and healthcare operations, driving demand for data labeling technologies. Moreover, the high expenses involved with manually annotating complicated photos may limit the market's growth.

Go through the table of content of Data Preparation Industry Data Book to get a better understanding of the Coverage & Scope of the study

Data Preparation Industry Data Book Competitive Landscape

The market participants are implementing several organic and inorganic growth strategies, including new product launches, product modernizations, collaborations, corporate expansions, and acquisitions and mergers.

Key players operating in the Data Preparation Industry are:

• Alegion
• Amazon Mechanical Turk, Inc.
• Appen Limited
• Clickworker GmbH
• CloudFactory Limited

Check out more Industry Data Books, published by Grand View Research

About Grand View Research

Grand View Research, U.S.-based market research and consulting company, provides syndicated as well as customized research reports and consulting services. Registered in California and headquartered in San Francisco, the company comprises over 425 analysts and consultants, adding more than 1200 market research reports to its vast database each year. These reports offer in-depth analysis on 46 industries across 25 major countries worldwide. With the help of an interactive market intelligence platform, Grand View Research helps Fortune 500 companies and renowned academic institutes understand the global and regional business environment and gauge the opportunities that lie ahead. 

Contact:

Sherry James
Corporate Sales Specialist, USA
Grand View Research, Inc.
Phone: 1-415-349-0058
Toll Free: 1-888-202-9519
Email: sales@grandviewresearch.com
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Data Preparation Industry: Vertical Movement Analysis, 2023 - 2030

Data Preparation Industry Data Book - Data Collection and Labelling, Data Labelling Solutions and Services & Data Integration Market Size, Share, Trends Analysis, And Segment Forecasts, 2023 - 2030

The global Data Preparation Industry was estimated at USD 20.89 billion in 2021 and is anticipated to increase at a significant CAGR of 17.0% from 2022 to 2030.

Grand View Research’s data preparation industry data book is a collection of market sizing information & forecasts, competitive benchmarking analyses, macro-environmental analyses, and regulatory & technological framework studies. Within the purview of the database, all such information is systematically analyzed and provided in the form of presentations and detailed outlook reports on individual areas of research.

Access the Global Data Preparation Industry Data Book, 2023 to 2030, compiled with details like market sizing information & forecasts, trade data, pricing intelligence, competitive benchmarking, macro-environmental analyses, and regulatory & technological framework studies

Data Collection and Labeling Market Growth & Trends

The global data collection and labeling market size is expected to reach USD 17.10 billion by 2030, expanding at 25.1% CAGR from 2022 to 2030, according to a new report by Grand View Research, Inc. Data collection and labeling refers to the collection of datasets from various sources and labeling them based on their nature. This includes categorizing them by data type, and features. Data gathering and its annotation, combined with AI technology, have created valuable growth opportunities in several verticals, such as gaming, social networking, and e-commerce.

For instance, Twitter and Facebook, two major platforms of social networking, have benefited from image-processing technology in audience engagement. Companies use data labeling platforms to identify raw data for the machine learning model. Text, movies, audio, and other items are raw data. For instance, in May 2022, Heartex, Inc., an annotation tool and data labeling platform provider announced a USD 25 million Series A fundraising round. The funds will go toward its AI-driven open-source data labeling platform. The platform aims to assist in labeling workflows for various AI use cases, and it includes capabilities for reporting, data quality control, and analytics.

The advent of digital capturing devices, particularly cameras built into smartphones, has led to an exponential growth in the volume of digital content in the form of images and videos. Much visual and digital information is being captured and shared through several applications, websites, social networks, and other digital channels. Several businesses have leveraged this online content to deliver more innovative and better customer services using data annotation. For instance, Scale AI, Inc., a U.S.-based tech start-up provides valuable data labeling services to its autonomous driving customers, including Waymo LLC; Lyft, Inc.; Zoox; and Toyota Research Institute.

Order your copy of the Free Sample of “Data Preparation Industry Data Book - Data Collection and Labelling, Data Labelling Solutions and Services & Data Integration Market Size, Share, Trends Analysis, And Segment Forecasts, 2023 - 2030” Data Book, published by Grand View Research

Data Integration Market Growth & Trends

The global data integration market size is expected to reach USD 30.27 billion by 2030, according to a new report by Grand View Research, Inc. The industry is anticipated to grow at a lucrative CAGR of 11.9% from 2022 to 2030. Data integration solutions and tools are a collection of organizational and technical, and procedures created to combine data from many sources into understandable and valuable data sets. Data integration solutions are provided through tools like ETL (extract, transform, and load), data replication, and data virtualization. These tools enable the extraction of vast volumes of data from source systems and the loading of those data into a cloud source or an enterprise data warehouse.The end location must be adaptable enough to handle various data types at high volumes.

For instance, in February 2022, NAVEX Global, Inc., a compliance management software provider, launched the NAVEX Integration Cloud platform. The new data integration platform would automate risk management workflows and integrate a wide variety of business data in a single comprehensive view in the cloud.With a thorough understanding of automated risk management and streamlined procedures, NAVEX Integration Cloud fulfills the company's goal to offer the world's smartest integrated platform. As a result, enterprises are better able to foresee and mitigate risk. As we produce more data, data integration has become more crucial. Data integration aims to ensure that data is stored and preserved as planned. Moreover, the data set obtained from a data search is desired and anticipated.

Data integrity can be aided by maintaining a centralized view of all the data in a single location, such as a data warehouse. In fact, over time, data integration aids in enhancing the accuracy and reliability of data. The quality and integrity of the data can be improved when it is transferred to the central location by data transformation operations, which can also detect data quality problems. Further, data integration enables manufacturers to fully utilize the value of the data generated from their facilities by smoothly integrating information technology with operational technology. For instance, in May 2022, Google Cloud launched manufacturing connect and manufacturing data engine integration platforms for manufacturers. The integration platforms would enable manufacturers to process and standardize data in a single locationand provide their staff with simplified analytics and artificial intelligence (AI) solutions based on cloud infrastructure.

Go through the table of content of Data Preparation Industry Data Book to get a better understanding of the Coverage & Scope of the study

Competitive Landscape

Key players operating in the Data Preparation industry are:

• Deep Systems, LLC
• Denodo Technologies
• Dobility, Inc.
• Explosion AI GmbH
• Global Technology Solutions

Check out more Industry Data Books, published by Grand View Research

About Grand View Research

Grand View Research, U.S.-based market research and consulting company, provides syndicated as well as customized research reports and consulting services. Registered in California and headquartered in San Francisco, the company comprises over 425 analysts and consultants, adding more than 1200 market research reports to its vast database each year. These reports offer in-depth analysis on 46 industries across 25 major countries worldwide. With the help of an interactive market intelligence platform, Grand View Research helps Fortune 500 companies and renowned academic institutes understand the global and regional business environment and gauge the opportunities that lie ahead.

Contact:

Sherry James
Corporate Sales Specialist, USA
Grand View Research, Inc.
Phone: 1-415-349-0058
Toll Free: 1-888-202-9519
Email: sales@grandviewresearch.com
Web: https://www.grandviewresearch.com/sector-reports-list
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Data Preparation Industry Growth is propelled by Growing R&D Spending on the Development of Self-Driving Vehicles

Data Preparation Industry Data Book - Data Collection and Labelling, Data Labelling Solutions and Services & Data Integration Market Size, Share, Trends Analysis, And Segment Forecasts, 2023 - 2030

Grand View Research’s data preparation industry data book is a collection of market sizing information & forecasts, competitive benchmarking analyses, macro-environmental analyses, and regulatory & technological framework studies. Within the purview of the database, all such information is systematically analyzed and provided in the form of presentations and detailed outlook reports on individual areas of research.

Access the Global Data Preparation Industry Data Book, 2023 to 2030, compiled with details like trade data, pricing intelligence, and competitive benchmarking.

Data Collection and Labelling Market Report Highlights

The global data collection and the labelling market size was valued at USD 1.67 billion in 2021 and is expected to expand at a compound annual growth rate (CAGR) of 25.1% from 2022 to 2030.

• Automated image organization offered by cloud-based applications and telecom companies is one of the most popular uses of data gathering that has improved the user experience and draws the attention of customers toward this technology
• Several benefits, such as better security and automation of identification, encourage the implementation of facial recognition at significant public spaces or events
• The advent of large-scale cloud-hosted AI and machine learning platforms offered by tech giants has led to the implementation of data annotation with multiple functions, such as facial recognition, object recognition, and landmark detection
• The growing integration of digital image processing and mobile computing platforms in various digital shopping and document verification applications is propelling the market growth

Data Labelling Solutions and Services Market Report Highlights

The global data labelling solution and services market size was valued at USD 8.69 billion in 2021 and is expected to expand at a compound annual growth rate (CAGR) of 21.0% from 2022 to 2030.

• In terms of type, the image & video annotation segment is expected to contribute significant revenue to the market over the forecast period. This growth is attributed to the increasing implementation of computer vision in several industries, including healthcare, automotive, and media & entertainment
• In terms of vertical, the automotive segment is expected to grow at the prominent CAGR over the forecast period owing to rising development of self-driving cars and trucks
• Data Labelling Solutions and Services are widely accepted in the automotive industry, mainly for self-driving vehicles. An autonomous vehicle is equipped with various sensors and networking devices to help the computer operate the vehicle.

Order your copy of Free Sample of “Data Preparation Industry Data Book - Data Collection and Labelling, Data Labelling Solutions and Services & Data Integration Market Size, Share, Trends Analysis, And Segment Forecasts, 2023 - 2030” Data Book, published by Grand View Research

Data Integration Market Report Highlights

The global data integration market size was valued at USD 10,534.0 million in 2021 and is expected to expand at a compound annual growth rate (CAGR) of 11.9% from 2022 to 2030.

• Some regions in North America have the most competitive and constantly changing and rising technological advancements in the data integration industry. The expanding number of data integration businesses globally is projected to support market expansion
• Large enterprises are scaling their infrastructure to meet remote worker needs and unique demands. Enterprises also maintain infrastructural support for their services and goods
• The cloud segment is anticipated to portray the highest growth rate in the forecast period. Organizations can store essential resources in the cloud and access various customizable data integration options
• North America dominated the global market in 2021. However, Asia Pacific is projected to grow at the highest CAGR from 2022 to 2030

Go through the table of content of Data Preparation Industry Data Book to get a better understanding of the Coverage & Scope of the study

Competitive Landscape

The market participants are implementing several organic and inorganic growth strategies, including new product launches, product modernizations, collaborations, corporate expansions, and acquisitions and mergers. For instance, in May 2022, Informatica Inc. announced a partnership with the Oracle enterprise connectivity and automation platform which offers modernized data, applications, APIs, and business processes. The collaboration aims to provide cloud data governance and integration solutions for data warehouses, enterprise analytics, and data science.

Key players operating in the Data Preparation industry are:

• Alegion
• Amazon Mechanical Turk, Inc.
• Appen Limited
• Clickworker GmbH
• CloudFactory Limited
• Cogito Tech LLC
• Crowdworks, Inc.
• Deep Systems, LLC
• Denodo Technologies
• Dobility, Inc.

Check out more Industry Data Books, published by Grand View Research

About Grand View Research

Grand View Research, U.S.-based market research and consulting company, provides syndicated as well as customized research reports and consulting services. Registered in California and headquartered in San Francisco, the company comprises over 425 analysts and consultants, adding more than 1200 market research reports to its vast database each year. These reports offer in-depth analysis on 46 industries across 25 major countries worldwide. With the help of an interactive market intelligence platform, Grand View Research helps Fortune 500 companies and renowned academic institutes understand the global and regional business environment and gauge the opportunities that lie ahead. 

Contact: 

Sherry James
Corporate Sales Specialist, USA
Grand View Research, Inc.
Phone: 1-415-349-0058
Toll Free: 1-888-202-9519
Email: sales@grandviewresearch.com
Web: https://www.grandviewresearch.com/sector-reports-list
Follow Us: LinkedIn | Twitter