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“Google (US), Appen (Australia), IBM (US), Oracle (US), TELUS International (Canada), Adobe (US), AWS (US), Alegion (US), Cogito Tech (US), Anolytics (US), AI Data Innovation (US), Clickworker (Germany), CloudFactory (UK), CapeStart (US), DataPure (US), LXT (Canada), Precise BPO Solution (India), Sigma (US), Segment.ai (US), and Label Your Data (US).”

The global data annotation and labeling market is projected to register a CAGR of 33.2% during the forecast period, reaching USD 3.6 billion by 2027 from an estimated USD 0.8 billion in 2022. Major drivers for the market include the growing need to enhance machine learning models and need to train AI algorithms to enhance the performance. As Al algorithms are trained rather than programmed, it drives the need for huge amounts of accurately labeled, high-quality datasets to ensure an optimum efficiency. As a result, there is a significant need for data annotation and labelling tools to annotate data streams that can be reliably fed into AI and ML models. The high cost incurred in manual data annotation is one of the underlying restraints of the market for data annotation and labeling. It might take a lot of time and money to manually annotate large datasets for projects that frequently use them in order to ensure  the high data quality.

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By vertical, healthcare and life sciences segment to register highest CAGR during forecast period

The data annotation and labeling market has been segmented based on vertical into BFSI, IT and ITES, Healthcare and Life Sciences, Telecom, Reatil and Consumer Goods, Automotive, Government, Defense and Public Agencies and other verticals. Businesses are using data annotation techniques to reliably and efficiently identify huge volumes of Al training data with minimum human assistance. Healthcare organizations are now able to do faster research in the field of automated patient diagnosis due to the adoption of healthcare training data for the development of sophisticated Al applications. This has driven the demand for high-quality annotated medical datasets to develop high-performance healthcare solutions. In May 2021, Cogito Tech had announced the expansion of its medical annotation capabilities in pathology, ophthalmology & cardiology. During the forecast period the healthcare and life sciences segment is anticipated to grow at a highest CAGR.

By applications, corporate communication is projected to register largest market size during the forecast period

The data annotation and labeling market has been segmented based on applications into corporate communication, training and development, and marketing and client engagement. Corporate communications solutions facilitate communication with employees irrespective of their geographic locations. Executives can build a more personal relationship with the workforce with the use of data annotation and labeling tools. Due to the growing need for businesses to facilitate communications with both internal and external workers, the market for corporate communications via data annotation and labeling is developing. During the forecast period this segment is anticipated to register the largest market size.

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Unique Features in the Data Annotation and Labeling Market

Annotation workflows that are customisable and catered to certain use cases and data types are provided by providers. These workflows can accommodate a wide range of requirements, including sentiment analysis, picture classification, object recognition, and natural language processing (NLP).

Through validation and verification procedures, data annotation platforms use quality assurance techniques including adjudication, consensus labelling, and crowd verification to guarantee the accuracy, consistency, and dependability of annotated data.

Platforms use cloud infrastructure and distributed workforce models to scale resources dynamically based on project requirements and schedules. This allows them to handle enormous quantities of data annotation activities with scalability and elasticity.

An extensive labelling of various data sources is made possible by providers’ support for annotation of multi-modal data types, such as text, audio, video, and sensor data. This is beneficial for applications in computer vision, speech recognition, and sensor fusion.

By concentrating on important data subsets, some platforms use active learning approaches to choose data samples for annotation in an intelligent manner, enhancing model performance iteratively and minimising annotation efforts.

Major Highlights of the Data Annotation and Labeling Market

In order to meet the rising demand for labelled data and annotation services, companies are expanding their presence in emerging markets and geographical areas. This is encouraging innovation, competition, and teamwork within the global data annotation ecosystem.

In order to speed up model training and deployment, providers facilitate the smooth incorporation of annotated data into ML workflows. They do this by supporting well-known ML frameworks and development environments like TensorFlow, PyTorch, and scikit-learn.

To guarantee annotation accuracy, consistency, and dependability, annotation platforms incorporate quality assurance techniques like consensus labelling, human-in-the-loop validation, and machine learning-based verification.

Targeting verticals including autonomous cars, medical imaging, e-commerce, and agriculture, the market provides industry-specific annotation solutions that meet the particular labelling needs and compliance norms of each sector.

In order to safeguard sensitive information during annotation procedures, providers prioritise data privacy and security. They do this by putting in place safeguards such data anonymization, encryption, and compliance with data protection laws.

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Top Companies in the Data Annotation and Labeling Market

Some major players in the data annotation and labeling market include Google (US), Appen (Australia), IBM (US), Oracle (US), TELUS International (Canada), Adobe (US), AWS (US), Alegion (US), Cogito Tech (US), Anolytics (US), AI Data Innovation (US), Clickworker (Germany), CloudFactory (UK), CapeStart (US), DataPure (US), LXT (Canada), Precise BPO Solution (India), Sigma (US), Segment.ai (US), Defined.ai (US), Dataloop (Israel), Labelbox (US), V7 (UK), LightTag (Germany), SuperAnnotate (US), Scale (US), Datasur (US), Kili Technology (France), Understand.ai (Germany), Keylabs (Israel), and Label Your Data (US).  These players have adopted various organic and inorganic growth strategies, such as new product launches, partnerships and collaborations, and mergers and acquisitions, to expand their presence in the data annotation and labeling market.

Appen is one of the world’s leading companies in data for the AI Lifecycle. With more than 25 years of experience in data sourcing, data annotation, and human model evaluation, the company helps businesses introduce cutting-edge AI systems. In addition to the market’s most sophisticated AI-assisted data annotation platform, its expertise includes a worldwide pool of over one million professional contractors who know more than 235 languages in over 70,000 locations across 170 countries. To offer the highest level of quality and efficiency, Appen has developed specialized capabilities that are integrated into products and processes. It offers a wide range of products and services, enabling global leaders in technology, automotive, financial services, retail, healthcare, and governments to launch top-tier AI products confidently. Appen’s AI platform provides the highest-quality training data for ML projects by fusing the human intelligence of over a million individuals around the world with cutting-edge models. The platform can also annotate various types of raw data, including text, video, image, and audio, to produce the precise ground truth required for models.

TELUS International develops, builds, and distributes cutting-edge digital solutions to improve customer experience for disruptive and international businesses. The company’s services help its clients rapidly adopt next-generation digital technology and produce superior business results over their digital transformation journey. The integrated solutions and capabilities of TELUS International include AI Data Annotation, Ground Truth Annotate which enable teams to be more efficient, rapid, and precise in producing quality AI training datasets at scale. They also include digital strategy, innovation, consulting, and design, as well as digital transformation and IT lifecycle solutions. TELUS International partners with companies across high-growth sector verticals, such as tech and games, communications and media, eCommerce and fintech, healthcare, and travel and hospitality, to fuel corporate growth at all stages.

Oracle is a world leader in offering a wide range of products, services, and solutions that are intended to satisfy the needs of business IT environments, including platforms, applications, and infrastructure. It operates through three business segments: cloud and license, hardware, and services. Oracle’s customers include businesses of all sizes, governments, academic organizations, and resellers. The company offers its goods and services both directly and indirectly through a worldwide sales force and the Oracle Partner Network. The business focuses in developing, distributing, and marketing databases, application software, and hardware systems. It offers solutions such as Cloud Infrastructure Data Labeling, Cloud Infrastructure AI services and Machine Learning services to build, train, deploy, and manage custom learning models. It is present in over 175 countries and caters to more than 4,30,000 customers across the globe in various verticals such as banking, telecommunications, engineering and construction, financial services, healthcare, insurance, public sector, retail, and utilities verticals.

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“Microsoft(US), CISCO (US), Broadcom (US), Palo Alto Networks (US), Kaspersky (Russia), Rapid7 (US), Proofpoint (US), Trend Micro (Japan), Fortinet (US), RSA Security (US), Cyberark (US), Crowdstrike (US), Darktrace (UK), Forcepoint (US), Digital Shadows (US), Zerofox (US), Brandshield (US), Phishlabs (US), Deepwatch (US), CyberInt (Israel), Cybelangel (France)”

The digital risk protection market size is projected to grow from USD 64.4 billion in 2023 and reach USD 157.8 billion by 2028 at a Compound Annual Growth Rate (CAGR) of 19.6% during the forecast period. The expansion of the digital risk protection market is driven by the ever-evolving nature of cyber threats, especially in digital risk attacks. With cybercriminals using sophisticated methods like spear phishing and social engineering, organizations across industries need to invest significantly in advanced cybersecurity measures. The rising frequency and severity of digital risk incidents and the need to protect sensitive data and intellectual property and comply with regulations highlight the importance of comprehensive digital risk protection solutions. The growing use of digital communication channels, remote work setups, and cloud-based services further boosts the demand for innovative technologies capable of effectively detecting, preventing, and mitigating digital risk attacks. In the dynamic cybersecurity landscape, the digital risk protection market plays a vital role in developing adaptive strategies and technologies to proactively tackle evolving threats and ensure the security of digital ecosystems.

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“By deployment mode, the cloud segment is expected to demonstrate the highest growth rate in the digital risk protection market during the forecast period.”

Cloud-based digital risk protection solutions offer scalability, flexibility, and centralized management, which aligns well with the evolving requirements of businesses to combat sophisticated digital risk threats. The surge in remote work scenarios and the growing dependence on cloud services amplify the demand for cloud-native digital risk protection technologies. As organizations prioritize agility and efficiency in their cybersecurity strategies, the cloud segment emerges as a focal point for dynamic growth within the digital risk protection market.

Based on organization size, the SMEs segment is projected to exhibit highest growth rate at the highest CAGR during the forecast period.

Th growth fueled by SMEs’ growing realization of the need to strengthen their digital security defenses against digital threats. As cyber threats evolve, SMEs understand the importance of customized and flexible solutions to meet their specific requirements. With increased awareness of the risks posed by digital attacks and the availability of scalable and cost-effective digital risk protection solutions, the SME segment is poised for rapid growth in the dynamic cybersecurity landscape.

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Unique Features in the Digital Risk Protection Market

DRP solutions give businesses visibility into a broad range of threats to their data, assets, and brand reputation. They do this by offering complete coverage of digital hazards across several online channels, such as social media, web, mobile apps, and the dark web.

Real-time digital channel monitoring is made possible by DRP platforms, which notify organisations of possible risks such phishing attempts, data breaches, brand impersonation, and intellectual property infringement. This allows for prompt mitigation and response.

In order to identify and evaluate digital hazards, DRP solutions make use of artificial intelligence (AI) and machine learning algorithms. This improves the precision and effectiveness of risk detection by facilitating proactive threat identification, anomaly detection, and pattern recognition.

To assist organisations in effectively prioritising and addressing digital risks, DRP platforms provide actionable insights and remedial guidance. These insights include recommendations for risk mitigation methods, incident response workflows, and regulatory compliance measures.

DRP solutions concentrate on reputation management and brand protection. They do this by keeping an eye on sentiment analysis, online mentions, and reviews and monitoring them for reputation-damaging content, unauthorised trademark usage, and fraudulent activity directed at the company’s brand.

Major Highlights of the Digital Risk Protection Market

Because of the growing amount of digital hazards that organisations face, including data breaches, phishing attacks, brand impersonation, and intellectual property theft, the market is expanding and there is a greater need for DRP solutions.

Companies are more exposed to digital risks and vulnerabilities as a result of expanding their online presence across a variety of digital channels, including social media, the web, mobile apps, and the dark web. To counteract these threats, these organisations must implement DRP solutions.

A greater number of DRP solutions for compliance monitoring and risk management are being adopted as a result of the increased attention on regulatory compliance requirements like GDPR, CCPA, HIPAA, and PCI DSS, which require organisations to protect sensitive data, ensure data privacy, and minimise digital hazards.

Due to their recognition of the effects of digital risks on revenue, customer trust, and brand equity, organisations place a high priority on protecting and managing their brand reputation. This has led to the development of DRP solutions for sentiment analysis, brand monitoring, and reputation management across online channels.

The efficacy and efficiency of risk management initiatives are increased by DRP solutions, which use artificial intelligence (AI) and machine learning (ML) technology to deliver enhanced threat intelligence capabilities. These capabilities enable proactive detection, analysis, and mitigation of digital threats.

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Top Companies in the Digital Risk Protection Market

The major players in the digital risk protection market are Microsoft(US), CISCO (US), Broadcom (US), Palo Alto Networks (US), Kaspersky (Russia), Rapid7 (US), Proofpoint (US), Trend Micro (Japan), Fortinet (US), RSA Security (US), Cyberark (US), Crowdstrike (US), Darktrace (UK), Forcepoint (US), Digital Shadows (US), Zerofox (US), Brandshield (US), Phishlabs (US), Lookingglass cyber solutions (US), CyberInt (Israel), Cybelangel (France) Safeguard Cyber (US), Axur (US), F-secure (Finland), Cofense (US), Exabeam (US), Dtex Systems (France), Menlo Security (US). The market participants have employed diverse tactics, including creating cutting-edge products, collaborations, agreements, growth, and procurements, to fortify their standing in the digital risk protection industry. By offering application performance and security, the organic and inorganic methods have assisted the market players in their global expansion.

Microsoft

Microsoft utilizes artificial intelligence (AI) to create platforms and tools for businesses of all sizes, providing a wide range of cloud-based solutions, services, and software licenses. The company’s reporting segments include productivity and business processes, intelligent cloud, and more personal computing, reflecting its strategies in cloud and on-premises products. To combat phishing attacks, Microsoft employs multiple layers of defense. It filters out malicious emails in Office 365 and Teams using advanced filters and AI. Windows 11’s Enhanced Phishing Protection feature monitors suspicious password entries and conducts simulated attacks to improve user awareness.

Additionally, Microsoft Defender scans endpoints, identities, and cloud applications for phishing threats, while Entra ID offers multi-factor authentication. Educational resources help users report suspicious messages and refine detection algorithms. This comprehensive approach reduces successful attacks, increases user awareness, and provides tools for quick incident response. Defender for Office 365 effectively detects, and counters advanced threats such as phishing, malware, and zero-day exploits, facilitating rapid investigation and remediation for security teams.

Cisco

Cisco, a prominent player in the digital risk protection market, contributes significantly to its growth through innovative solutions and strategic partnerships. Amidst a dynamic market landscape, key drivers such as increasing cyber threats, stringent data privacy regulations, and a growing demand for skilled cybersecurity professionals propel market expansion. Cisco’s robust portfolio, including advanced threat detection and response capabilities, coupled with its extensive network of partners, positions it favorably in addressing evolving digital risks. The current growth scenario underscores Cisco’s pivotal role in providing comprehensive digital risk protection solutions tailored to meet the diverse needs of organizations, ensuring resilience against emerging threats in an increasingly digitalized world.

Broadcom

Broadcom Inc. is a global leader in infrastructure technology with a rich history spanning over six decades of innovation and collaboration. Building on the legacy of renowned companies like AT&T/Bell Labs, Lucent, and Hewlett-Packard/Agilent, Broadcom focuses on developing technologies that promote worldwide connectivity. By bringing together expertise from industry giants such as Broadcom, LSI, Broadcom Corporation, Brocade, CA Technologies, Symantec’s enterprise security division, and VMware, the company offers unmatched scale, breadth, and engineering excellence to drive the industry forward. Committed to interoperability and performance, Broadcom actively participates in various industry standards organizations, alliances, and trade associations. Through its involvement in shaping industry standards, Broadcom ensures continual improvement and seamless interoperability across different technological environments.

Media Contact
Company Name: MarketsandMarkets™ Research Private Ltd.
Contact Person: Mr. Aashish Mehra
Email: Send Email
Phone: 18886006441
Address:630 Dundee Road Suite 430
City: Northbrook
State: IL 60062
Country: United States
Website: https://www.marketsandmarkets.com/Market-Reports/digital-risk-protection-market-97138045.html

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