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AI Training Dataset Market worth $9.58 billion by 2029 – Exclusive Report by MarketsandMarkets™

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DELRAY BEACH, Fla., Oct. 24, 2024 /PRNewswire/ — The AI Training Dataset Market is slated to expand from USD 2.82 billion in 2024 to USD 9.58 billion by the year 2029 at a robust CAGR of 27.7% over the forecast period, according to a new report by MarketsandMarkets™.

Browse in-depth TOC on “AI Training Dataset Market”

487 – Tables
66 – Figures
446 – Pages

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Scope of the Report

Report Metrics

Details

Market size available for years

2019–2029

Base year considered

2023

Forecast period

2024–2029

Forecast units

USD (Billion)

Segments covered

Offering, Dataset Creation, Dataset Selling, Type, Data Modality, Annotation Type, End User, and Region

Geographies covered

North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

Companies covered

Google (US), IBM (US), AWS (US), Microsoft (US), NVIDIA (US), Snorkel (US), Gretel (US), Shaip (US), Clickworker (US), Appen (Australia), Nexdata (US), Bitext (US), AIMLEAP (US), Deep Vision Data (US), Cogito Tech (US), Sama (US), Scale AI (US), Lionbridge Technologies (US), Alegion (US), TELUS International (Canada), iMerit (US), Labelbox (US), V7Labs (UK), Defined.ai (US), SuperAnnotate (US), LXT (Canada), Toloka AI (Netherlands), Innodata (US), Kili (France), HumanSignal (US), Superb AI (US), Hugging Face (US), CloudFactory (UK), FileMarket (Hong Kong), TagX (UAE), Roboflow (US), Supervise.ly (Estonia), Encord (UK), TransPerfect (US), Keylabs (Israel), and data.world (US).

The market for AI training datasets has gained substantial traction, with the major catalyst being the need for fair and unbiased datasets. Enterprises are gradually realizing the implications of bias within the dataset. Such bias was highlighted in the case of the Apple Card, where women were given lower credit limits than men due to biased training data embedded in the credit disbursal algorithms. Large language models have also been criticized for making negative stereotypes, such as when OpenAI’s GPT-3 unintentionally linked objectionable words to certain ethnic groups. These cases stress the need for curating well-balanced training datasets that adequately capture real life scenarios; and are inclusive as well. Other factors helping the market growth include the rise of synthetic data to address privacy concerns and scarcity issues, allowing industries like healthcare and autonomous vehicles to simulate rare scenarios. Other pivotal market trends include the progressively increasing use of multimodal datasets, to power virtual assistants and smart gadgets that require the simultaneous processing of text, images and audio.

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By offering, dataset creation segment will account for largest market share in 2024 owing to high demand for accurately labelled datasets.

The market for data labeling & annotation software is expected to hold major market share in 2024, spurred along by the rising need for accurate and precisely labelled data. One of the main factors for growth is the rising demand for context-specific annotations that go beyond basic labeling. Companies like Tempus Labs are using intricately labeled genomic and clinical data to develop precision medicine AI tools, requiring highly detailed and specialized annotations from medical experts. Furthermore, with the introduction of AI-powered annotation automation tools such as SuperAnnotate, the AI annotation is combined with human annotators, creating a human-in-the-loop (HITL) system that enhances workflow efficiency. This has become a popular trend as organizations want to reduce the amount of manual work while maintaining good standards. For example, Aptiv is leveraging such HITL datasets for training advanced driver-assistance systems (ADAS). Another major factor is the progressive increase in the adoption of multimodal data, which require highly accurate and robustly annotated dataset across various modalities.

Rising consumption of high-quality datasets to develop domain-specific AI models will push software & technology providers as the fastest growing end user segment during the forecast period

The software and technology providers segment is experiencing the fastest growth in the AI Training Dataset Market, driven by increasing demand for scalable and high-quality dataset creation solutions. These providers, especially cloud hyperscalers like AWS and Google Cloud, are leveraging massive datasets to enhance AI offerings like voice recognition, computer vision, and natural language processing. Microsoft Azure, for instance, has launched several services like Azure Machine Learning that take advantage of large amounts of data to train advanced AI models. Foundation models providers, such as Cohere and Anthropic, are also investing a lot of resources into the procurement of datasets in order to train and custom design LLMs. Furthermore, IT services companies are developing end-to-end data pipelines for their customers, allowing them to scale AI applications with ethically sourced and unbiased training datasets. The segment’s robust expansion is also aided by the growing use of industry specific datasets for niche applications like AI in cyber security and supply chain analytics.

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North America is set to hold the largest market share in 2024, fueled by a strong regulatory environment and increasing investments in responsible AI deployment

North America has emerged as the largest regional market for AI training dataset, owing to hefty R&D investments being poured into AI. As reported in the 2022 US budget, the federal AI spending of the US government was greater than USD 3.3 billion dollars, which created a demand for quality training datasets. The region’s strong focus on advancing large-scale AI models like GPT-4 by OpenAI and DeepMind’s AlphaFold also showcases the requirement for multimodal and high-quality training datasets to develop such models. Also, the existence of cloud hyperscalers like AWS, Microsoft Azure, and Google Cloud has sped up the provision of scalable AI solutions, including data annotation and management, as part of their cloud services. In Canada, companies like Element AI (acquired by ServiceNow) are creating sophisticated AI models for sectors like finance and logistics, driving the need for reliable datasets to ensure precision and effectiveness.

This trend is also assisted by the North American regulatory landscape, which favors responsible artificial intelligence practices, increasing the market demand for data sets that are both transparent and free from bias. A similar trend is reflected in California’s Automated Decision Systems Accountability Act (AB-13) which seeks to ensure that AI systems are fair and accountable.

Top Key Companies in AI Training Dataset Market:

The major players in the AI Training Dataset Market include Scale AI (US), Appen (Australia), Lionbridge Technologies (US), AWS (US), and Sama (US), along with SMEs and startups such as Snorkel AI (US), V7 Labs (UK), Alegion (US), Toloka AI (US), and iMerit (US).

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About MarketsandMarkets™

MarketsandMarkets™ has been recognized as one of America’s best management consulting firms by Forbes, as per their recent report.

MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. We have the widest lens on emerging technologies, making us proficient in co-creating supernormal growth for clients.

Earlier this year, we made a formal transformation into one of America’s best management consulting firms as per a survey conducted by Forbes.

The B2B economy is witnessing the emergence of $25 trillion of new revenue streams that are substituting existing revenue streams in this decade alone. We work with clients on growth programs, helping them monetize this $25 trillion opportunity through our service lines – TAM Expansion, Go-to-Market (GTM) Strategy to Execution, Market Share Gain, Account Enablement, and Thought Leadership Marketing.

Built on the ‘GIVE Growth’ principle, we work with several Forbes Global 2000 B2B companies – helping them stay relevant in a disruptive ecosystem. Our insights and strategies are molded by our industry experts, cutting-edge AI-powered Market Intelligence Cloud, and years of research. The KnowledgeStore™ (our Market Intelligence Cloud) integrates our research, facilitates an analysis of interconnections through a set of applications, helping clients look at the entire ecosystem and understand the revenue shifts happening in their industry.

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Technology

Vortex Companies Acquires Sancon Technologies

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Expanding Its Leadership in Water and Wastewater Infrastructure Solutions

HOUSTON, Jan. 10, 2025 /PRNewswire/ — Vortex Companies, LLC (Vortex), the nation’s fastest-growing provider of trenchless infrastructure solutions, is proud to announce its acquisition of Sancon Technologies, Inc. (Sancon). Headquartered in Huntington Beach, California, Sancon has been a trusted leader in structure and trenchless rehabilitation across California and Nevada, since 2012.

“Sancon has earned an outstanding reputation in our industry, driven by its strong management team and proven expertise,” said Mike Vellano, CEO of Vortex Companies. “As a long-time licensee of CIPP Corp and a user of Vortex UV technology, sewer robotics, epoxies, and geopolymer lining products, Sancon’s established presence on the West Coast makes them an ideal addition to the Vortex portfolio.”

Led by Chuck Parsons, Gary Drew, and Ryan Helmuth, Sancon’s management team brings decades of trenchless technology experience. “Joining the Vortex family allows us to access resources that were previously unavailable, broadening our service offerings,” said Chuck Parsons. “We’ve cultivated a strong relationship with Vortex over the years and look forward to expanding our comprehensive portfolio of solutions.”

This acquisition bolsters Vortex’s capabilities by adding decades of experience, specialized equipment, and long-standing customer relationships, further strengthening its presence on the West Coast. “The market demand for trenchless rehabilitation solutions continues to grow, particularly in the western states and the California market,” said Ryan Graham, COO of Vortex. “Sancon’s expertise aligns with our mission to deliver environmentally friendly and cost-effective infrastructure solutions to our customers.”

Financial terms of the transaction were not disclosed.

About Vortex Companies
Celebrating its 10th anniversary, Vortex Companies is a global leader in trenchless water and sewer infrastructure solutions. The company provides advanced technologies and turnkey services for municipal, industrial, and commercial systems. Operating from 27 locations worldwide, Vortex specializes in manhole and pipe rehabilitation, polymeric coatings, CIPP liners, sewer robotics, and high-speed drain cleaning tools. For more information, visit www.vortexcompanies.com.

About Sancon Technologies
Sancon Technologies provides trenchless rehabilitation of sewer and water structures through advanced coatings and custom-developed pipelining systems. With over 40 years of experience, Sancon has rehabilitated millions of square feet of sewer structures and several million linear feet of pipelines for over 100 public agencies. For more information, visit www.sancon.com

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Sensors for Smartphones Market to Grow by USD 809 Million from 2025-2029, Driven by Mobile AR Adoption and AI-Redefined Market Landscape – Technavio

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NEW YORK, Jan. 10, 2025 /PRNewswire/ — Report with market evolution powered by AI – The global sensors for smartphones market size is estimated to grow by USD 809 million from 2025-2029, according to Technavio. The market is estimated to grow at a CAGR of 2.7% during the forecast period. Increasing implementation of mobile ar applications by enterprises is driving market growth, with a trend towards emergence of sensor fusion technology. However, design complexity poses a challenge. Key market players include Alps Alpine Co. Ltd., ams OSRAM AG, Broadcom Inc., CEVA Inc., Fingerprint Cards AB, Fujitsu Ltd., Murata Manufacturing Co. Ltd., OmniVision Technologies Inc., Panasonic Holdings Corp., Qualcomm Inc., Robert Bosch GmbH, ROHM Co. Ltd., Samsung Electronics Co. Ltd., Sensirion AG, Shenzhen Goodix Technology Co. Ltd, Sony Group Corp., STMicroelectronics International NV, Synaptics Inc., and TDK Corp..

AI-Powered Market Evolution Insights. Our comprehensive market report ready with the latest trends, growth opportunities, and strategic analysis- View Free Sample Report PDF

Forecast period

2025-2029

Base Year

2024

Historic Data

2019 – 2023

Segment Covered

Price (Premium range, Medium range, and Low range) and Geography (APAC, North America, Europe, South America, and Middle East and Africa)

Region Covered

APAC, North America, Europe, South America, and Middle East and Africa

Key companies profiled

Alps Alpine Co. Ltd., ams OSRAM AG, Broadcom Inc., CEVA Inc., Fingerprint Cards AB, Fujitsu Ltd., Murata Manufacturing Co. Ltd., OmniVision Technologies Inc., Panasonic Holdings Corp., Qualcomm Inc., Robert Bosch GmbH, ROHM Co. Ltd., Samsung Electronics Co. Ltd., Sensirion AG, Shenzhen Goodix Technology Co. Ltd, Sony Group Corp., STMicroelectronics International NV, Synaptics Inc., and TDK Corp.

Key Market Trends Fueling Growth

The smartphone sensors market is experiencing significant growth, driven by trends in videos, standard smartphones, and mobile operating systems. New features such as augmented reality (AR) applications, artificial intelligence (AI) technology, and image stabilization are becoming essential for users. Sensors like accelerometers, gyroscopes, proximity, compass, barometer, and optical are commonly used in smartphones and wearable devices. Quality of experience is a key focus for smartphone manufacturers, with improvements in call quality, display, and battery life. The use of sensors in health monitoring applications, including heart rate monitors and blood pressure sensors, is also increasing. Industrial design and software development are crucial for integrating these sensors into smartphones and other electronic devices. Cyber security is a concern, with the potential for fake sensors and data collection posing risks. Overall, the market for smartphone sensors is expected to continue growing, driven by user purposes, networks, and new materials. 

Sensor fusion is a technology that combines data from multiple sensors in smartphones to deliver more accurate results. This includes data from gyroscopes, compasses, and accelerometers, which are used to calculate elevation, linear translation, gravity, direction, and rotation. Efficient interoperability between sensors is crucial, and sensor-fusion technology plays a vital role in achieving this. Vendors like Bosch Sensortec GmbH offer complete 9-axis fusion solutions, such as FusionLib, to enable sensors to work. These algorithm solutions enhance the overall performance and accuracy of smartphone sensors. 

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Market Challenges

The smartphone sensors market is experiencing significant growth as sensors become increasingly integrated into various electronic devices. One challenge is ensuring compatibility with standard smartphones and mobile operating systems. Wearable devices and new features like AR applications require high-quality sensors for optimal user experience. Processors and communication technologies play a crucial role in data collection and transmission. However, concerns around fake sensors and cyber attacks pose threats to the market. For instance, fake fingerprint sensors or iris recognition can compromise user security. To address this, manufacturers focus on improving sensor quality and implementing advanced technologies like artificial intelligence and time-of-flight sensing. Smartphone sales continue to rise, driving demand for various sensors, including image sensors for cameras, pressure sensors for health monitoring applications, and proximity sensors for usability. Additionally, sensors in wearable devices like smartwatches, such as heart rate monitors and accelerometers, are gaining popularity. The use of sensors extends beyond smartphones to digital media players, remote monitoring systems, and even industrial design. New materials like steel and natural materials are being explored to enhance sensor performance and durability. As sensors become more sophisticated, they enable new applications, such as 5G smartphones, mobile gaming consoles, and surveillance systems. Overall, the smartphone sensors market presents significant opportunities for innovation and growth.The sensors for smartphones market faces a significant challenge due to the restricted board size in mobile devices. With the increasing integration of sensors like fingerprint and facial recognition, the need for more board space becomes a concern. Manufacturers aim to minimize the size of sensors’ ICs while maintaining their functionality and affordability. Continuous advancements in technology, such as shrinking circuit and chip sizes, offer potential solutions to this issue. However, ensuring uncompromised performance remains crucial for sensor manufacturers in this competitive market.

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Segment Overview

This sensors for smartphones market report extensively covers market segmentation by

Price1.1 Premium range1.2 Medium range1.3 Low rangeGeography2.1 APAC2.2 North America2.3 Europe2.4 South America2.5 Middle East and Africa

1.1 Premium range- The premium smartphone market continues to evolve, with devices priced above USD400 featuring advanced technologies such as Human-Machine Interface (HMI) systems and AI. HMI technologies, including pattern recognition, gesture recognition, facial recognition, fingerprint recognition, and iris recognition, require sophisticated sensors and processors for functionality. In 2023, smartphones from leading brands like Apple and Samsung incorporate sensors such as air gestures, face ID, fingerprint, and iris sensors. The trend towards bezel-less screens is driving the adoption of in-display fingerprint sensors, while the integration of AI chips is facilitating the functioning of HMI technologies and increasing the number of sensors used in premium smartphones. These factors are expected to fuel growth in the premium smartphone sensors market during the forecast period.

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Research Analysis

The Sensors for Smartphones market is witnessing significant growth due to the increasing demand for advanced features in mobile devices. Smartphone camera technology is a major driver, with sensors enabling improved image and video quality. Mobile app development is also benefiting from sensor integration, allowing for more interactive and personalized experiences. Health monitoring is another area of focus, with sensors enabling well-being monitoring and accessibility features. Mobile device security is also a priority, with sensors playing a role in biometric authentication and remote analysis. Smartphone trends include mid-level and high-end devices, mobile gaming, VR applications, and sensor-driven innovation. Sensor range includes temperature, humidity, light, proximity, and gyroscopic sensors. Smartphone usage statistics indicate that users prioritize battery life, mobile network performance, and mobile device compatibility. Sensor technology is also driving design trends, with slim designs and sleek aesthetics. Mobile payment solutions and sensor data ethics are also important considerations in the sensor industry. Mobile device repair and recycling are also growing areas of focus. Smartphone manufacturer strategies include segmentation, software updates, and pricing. Overall, the sensor industry is a key player in the innovation and development of smartphone technology. However, concerns around fake face recognition and sensor data privacy remain challenges to be addressed.

Market Research Overview

The sensors for smartphones market is witnessing significant growth due to the increasing demand for new features and improved quality of experience in standard smartphones and wearable devices. Mobile operating systems are continually integrating advanced sensors such as optical sensors, accelerometer sensors, gyroscope sensors, proximity sensors, compass, barometer, and time-of-flight sensing technology to enhance user experiences. New smartphone types, including 5G smartphones, are incorporating more sensors for AR applications, image stabilization, and EIS. Sensors play a crucial role in various applications, including digital media players, remote monitoring, smartphone sales, and health monitoring applications. Cyber attackers are also targeting sensors to gain unauthorized access, leading to the development of advanced security features such as fingerprint sensors, iris recognition sensors, and pressure sensors. The use of new materials, such as steel and natural materials, is also driving innovation in sensor technology. Overall, the sensors market for smartphones and wearable devices is expected to continue growing, driven by the increasing demand for smart devices and the integration of artificial intelligence and other advanced technologies.

Table of Contents:

1 Executive Summary
2 Market Landscape
3 Market Sizing
4 Historic Market Size
5 Five Forces Analysis
6 Market Segmentation

PricePremium RangeMedium RangeLow RangeGeographyAPACNorth AmericaEuropeSouth AmericaMiddle East And Africa

7 Customer Landscape
8 Geographic Landscape
9 Drivers, Challenges, and Trends
10 Company Landscape
11 Company Analysis
12 Appendix

About Technavio

Technavio is a leading global technology research and advisory company. Their research and analysis focuses on emerging market trends and provides actionable insights to help businesses identify market opportunities and develop effective strategies to optimize their market positions.

With over 500 specialized analysts, Technavio’s report library consists of more than 17,000 reports and counting, covering 800 technologies, spanning across 50 countries. Their client base consists of enterprises of all sizes, including more than 100 Fortune 500 companies. This growing client base relies on Technavio’s comprehensive coverage, extensive research, and actionable market insights to identify opportunities in existing and potential markets and assess their competitive positions within changing market scenarios.

Contacts

Technavio Research
Jesse Maida
Media & Marketing Executive
US: +1 844 364 1100
UK: +44 203 893 3200
Email: media@technavio.com
Website: www.technavio.com/

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UGREEN Unveils Groundbreaking AI NAS with Built-In LLM at CES 2025

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LAS VEGAS, Jan. 10, 2025 /PRNewswire/ — UGREEN, a leading innovator in consumer electronics, made waves at CES 2025 with the unveiling of pioneering AI NAS solutions and other cutting-edge products. Under the launch event theme of “Activate the Possibility of AI NAS” on January 8th. UGREEN showcased the world’s first AI NAS with a built-in Large Language Model (LLM), as well as the ultra-powerful Nexode 500W GaN charger and an industry-leading Thunderbolt™ 5 docking station.

UGREEN inked a strategic partnership deal with Intel in 2023, paving the way for the launch of the UGREEN NASync DXP series of NAS products in 2024. This series proved to be a resounding success, and UGREEN is now well-established as a top competitor in the NAS space.

In 2025, UGREEN’s strategic partnership with Intel has now shifted its focus to the exciting new frontier of AI NAS. Following close collaboration, this has now led to the unveiling of the next generation of AI-powered smart storage. The stars of the show at CES were the groundbreaking UGREEN NASync iDX 6011 and 6011 Pro models, introduced by UGREEN North America NAS Manager, Hernan Lopez. A world-first, the iDX series is the inaugural AI NAS solution with a built-in Large Language Model (LLM), delivers exceptional performance, revolutionizing intelligent network-attached storage. The NASync iDX6011 is equipped with the new generation Intel® Core™ Ultra 5 Processor 125H, featuring 14 cores, 18 threads, and a turbo frequency of 4.5GHz. Its AI capabilities are exceptional, with three major AI engines: CPU, GPU, and NPU. This makes it highly efficient across a variety of AI application scenarios.

“Alongside the momentum of AIPC, NAS has the unique opportunity to bring AI to every home,” states Sam Gao, Vice President & General Manager of Intel Client Computing Group China. “Intel® Core™ Ultra 200 Series Processors fit the AI workloads very well which can significantly benefit new AI NAS solutions. Intel is collaborating closely with Ugreen to drive consumer friendly use cases and unleash the future of NAS.” 

UGREEN showcased the impressive AI capabilities of the iDX series, including an AI Photo Album that intelligently recognizes text and objects, supports semantic search, and allows custom learning to create user-defined categories. Notably, UGREEN’s integrated AI LLM, the world’s first local-based LLM for NAS, powers features such as natural and intuitive AI chat, file tag generation, and automated meeting minutes creation.

Other innovative offerings include the UGREEN Revodok 1231 Thunderbolt™ 5 docking station which offers 80 Gbps bidirectional bandwidth and an enhanced mode supporting up to 120 Gbps. The Nexode 500W GaN 6-port desktop charger is the world’s first 500W gallium nitride model, featuring 240W single-port charging up to 48V for high-performance laptops and e-bikes, with intelligent multi-port power allocation.

Following the unveiling, a media roundtable was held featuring Intel’s NAS and Thunderbolt Marketing Director Larry Blackburn, Western Digital’s HDD Marketing Director Brian Mallari, NAS expert Robert Andrews of NASCompares, and UGREEN NAS Product Manager Markus Xie. The group discussed the practical applications of AI-powered NAS, UGREEN’s collaboration with Intel, and concerns regarding security and privacy in the AI landscape.

More than 30 media and industry experts attended the event, praising it for offering valuable insights into AI advancements in the NAS sector and fostering innovation within the industry.

With its groundbreaking AI NAS solutions and other innovations, UGREEN is shaping the future of smart storage and redefining the role of AI in consumer electronics. By pushing the boundaries of what network-attached storage can achieve, UGREEN is driving progress and setting new standards across the industry.

©Intel Corporation. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Other names and brands may be claimed as the property of others.

About UGREEN

Since 2012, UGREEN has been dedicated to creating innovative electronic devices and accessories that are both technologically advanced and affordable for consumers. Its user-focused approach lies at the core of the brand, which has earned the trust of over 200 million users globally. Lately, the brand has expanded into innovative new fields, including AI-powered NAS solutions, further enhancing its commitment to meet evolving consumer needs.

For more information, please contact: pr@ugreen.com 

 

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