Artificial Intelligence
Data Annotation Tools Market value to cross USD 5 Bn by 2026, growing at around 30%: Global Market Insights, Inc.
Selbyville, Delaware, Jan. 29, 2020 (GLOBE NEWSWIRE) —
According to latest report “Data Annotation Tools Market by Data Type (Image/Video [Bounding Box, Semantic Annotation, Polygon Annotation, Lines and Splines], Text, Audio), Annotation Approach (Manual Annotation, Automated Annotation), Application (Telecom, BFSI, Healthcare, Retail, Automotive, Agriculture), Regional Outlook, Competitive Market Share & Forecast 2026”, by Global Market Insights, Inc., the market valuation of data annotation tools will reach $5 billion by 2026.
The data annotation tools market growth is attributed to steadily growing uptake of data annotation tools by healthcare institutions for medical image labeling and classification of medical literature. The proliferation of wearable health devices and the surging volumes of digital medical information have made it increasingly difficult for data scientists to label data manually. These tools are helping healthcare organizations in addressing these issues by providing accurate & high-quality labeled medical data with minimum assistance from medical experts.
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The text annotation tools segment will witness a rapid growth rate of over 35% CAGR from 2020 to 2026 as textual data labeling becomes increasingly crucial for developing document classification algorithms and performing sentiment analysis. Textual data annotation is also gaining importance for social media text mining as federal agencies and national security authorities monitor the behavior of citizens for potential terrorist threats. Using deep learning neural networks integrated with text annotation solutions, security agencies can monitor potential threat topics and objectional material mentioned in social media handles.
Around 75% data annotation tools market share in 2019 was held by the manual annotation segment due to better quality of labeled data compared to automated data labeling. Manual data labeling is performed by highly skilled professionals with strong expertise on the nature and content of data. Human annotators can detect and handle even the smallest of discrepancies in the input data, which are prone to be missed by automated data labeling tools. In addition, manually labeled data is rapidly gaining traction for developing AI algorithms which are used in critical applications owing to its quality and accuracy.
The agriculture application segment in the data annotation tools market is anticipated to register a profound growth with a CAGR of nearly 30% over the forecast period driven by increasing proliferation of artificial intelligence in precision agriculture. Data labeling solutions enable enterprises to develop computer vision models, which are being used for a variety of agricultural end-uses such as livestock monitoring, crop monitoring, pest & disease control, soil quality assessment, and crop harvesting. In addition, semantic segmentation of images & videos through data labeling tools enables farming robots to perform several real-time actions such as weed control, herbicide spraying, and automated monitoring of large acreage farmlands.
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Europe data annotation tools market is set to witness a lucrative growth of over 30% CAGR from 2020 to 2026 impelled by extensive adoption of AI technologies by European business corporations. The region has a mature AI industry, with several countries such as Germany, the Netherlands, and Nordics being regional leaders in the implementation of machine learning applications.
The European Commission has also prioritized the importance of machine learning in improving the digital economy of the region, with an allocated budget of over USD 775 million for AI-related projects in its Horizon 2020 digital strategy. The increasing demand for annotated training datasets to empower machine learning algorithms across multiple applications such as robotics, cognitive systems, and big data analytics will propel the growth of the market in Europe.
Some major findings of the data annotation tools market report include:
- With the dynamically changing technology landscape in the automotive sector, many automobile manufacturers are focusing on leveraging data annotation tools to accelerate the development of autonomous technologies.
- The growing importance of accurately labeled textual data to develop novel technologies such as natural language generation, text-to-speech, and voice recognition will create a positive outlook for the data annotation tools market.
- Data scientists are reaping benefits of automated data labeling tools, which will facilitate quick & accurate labeling of large-scale datasets including support for big data and Hadoop platforms.
- Manual data annotation tools require the presence of a human data labeler for the annotation of data but are highly accurate compared to automated data labeling tools due to involvement of a human domain expert.
- The rising penetration of machine learning and artificial intelligence technologies in business environments to increase competitive advantage and improve efficiency will continue to drive the adoption of data labeling solutions.
- Some of the leading data annotation tools industry players are Alegion, Inc., Appen Limited, Amazon Web Services, Inc., Clickworker GmbH, CloudApp, Inc., CloudFactory Limited, Cogito, Google LLC, Hive, IBM Corporation, iMerit, Labelbox, Inc., LionBridge AI, Mighty AI, MonkeyLearn Inc., Neurala, Inc., Playment Inc., Samasource Inc., Scale, Inc., Trilldata Technologies Pvt. Ltd., and Webtunix AI, etc.
- Data annotation tools providers are focusing on strategic collaborations and long-term contracts with clients to gain the market share.
Table of Contents (ToC) of the report:
Chapter 3. Data Annotation Tools Market Insights
3.1. Introduction
3.2. Industry segmentation
3.3. Industry landscape, 2015 – 2026
3.4. Evolution of data annotation tools
3.5. Data annotation tools industry architecture
3.6. Industry ecosystem analysis
3.7. Technology & innovation landscape
3.7.1. Pseudo labeling
3.7.2. Online content moderation
3.8. Regulatory landscape
3.8.1. North America
3.8.1.1. NIST Special Publication 800-144 – Guidelines on Security and Privacy in Public Cloud Computing (U.S.)
3.8.1.2. Health Insurance Portability and Accountability Act (HIPAA) of 1996 (U.S.)
3.8.1.3. Personal Information Protection and Electronic Documents Act [(PIPEDA) Canada]
3.8.2. Europe
3.8.2.1. General Data Protection Regulation (EU)
3.8.2.2. German Privacy Act (Bundesdatenschutzgesetz- BDSG)
3.8.3. APAC
3.8.3.1. Information Security Technology- Personal Information Security Specification GB/T 35273-2017 (China)
3.8.3.2. Secure India National Digital Communications Policy 2018 – Draft (India)
3.8.4. Latin America
3.8.4.1. National Directorate of Personal Data Protection (Argentina)
3.8.4.2. The Brazilian General Data Protection Law (LGPD)
3.8.5. MEA
3.8.5.1. Law No. 13 of 2016 on protecting personal data (Qatar)
3.8.5.2. Federal Law No. 2 of 2019 on the use of ICT in Healthcare (UAE)
3.9. Industry impact forces
3.9.1. Growth drivers
3.9.2. Industry pitfalls & challenges
3.10. Growth potential analysis
3.11. Porter’s analysis
3.12. PESTEL analysis
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About Global Market Insights
Global Market Insights, Inc., headquartered in Delaware, U.S., is a global market research and consulting service provider; offering syndicated and custom research reports along with growth consulting services. Our business intelligence and industry research reports offer clients with penetrative insights and actionable market data specially designed and presented to aid strategic decision making. These exhaustive reports are designed via a proprietary research methodology and are available for key industries such as chemicals, advanced materials, technology, renewable energy and biotechnology.
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Artificial Intelligence
Identity Threat Detection and Response (ITDR) Market worth $35.6 billion by 2029- Exclusive Report by MarketsandMarkets™
CHICAGO, May 10, 2024 /PRNewswire/ — The growing need for identity-centric security solutions brought on by an increase in cyberattacks and regulatory compliance requirements will define the Identity Threat Detection and Response (ITDR) Market in the future. The growth of ITDR solutions towards more proactive and autonomous security operations is being shaped by several major trends, including integration with IAM platforms, use of AI and ML technologies, and emphasis on UEBA and Zero Trust security.
The global Identity Threat Detection and Response Market size is projected to grow from USD 12.8 billion in 2024 to USD 35.6 billion by 2029 at a Compound Annual Growth Rate (CAGR) of 22.6% during the forecast period, according to a new report by MarketsandMarkets™. The expansion of identity threat detection and response (ITDR) is propelled by the continuously evolving global threat landscape and combating threat-targeting identities and identity systems. ITDR provides response strategies ensuring the protection of sensitive and confidential data.
Browse in-depth TOC on “Identity Threat Detection and Response (ITDR) Market”
266 – Tables 48 – Figures273 – Pages
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Scope of the Report
Report Metrics
Details
Market size available for years
2022-2029
Base year considered
2023
Forecast period
2024-2029
Forecast units
Value (USD) Billion
Segments Covered
By offering deployment mode, organization size, vertical and region
Region covered
North America, Europe, Asia Pacific, Middle East and Africa, and Latin America
Companies covered
Microsoft (US), IBM (US), CrowdStrike (US), Zscaler (US), Tenable (US), Veronis (US), BeyondTrust (US), CyberArk (US), Proofpoint (US), Quest (US), Oort(US), Vectra (US), Proficio (US), Qomplx (US), Adaptive Shield (Israel), Acalvio (US), Authorize (Israel), Illusive (US), Mindfire (UAE), Rezonate (US), Semperis (US), Sentinelone (US), Silverfort (Israel), Netwrix (US), Vericlouds (US), Microminder (UK), Quorum Cyber (UK) and Mix mode (US).
Governments worldwide increasingly emphasize the importance of robust identity threat detection and response (ITDR) solutions to counter growing cyber threats and safeguard critical infrastructure. Key initiatives include funding research and development grants, supporting startups through grants and incubator programs, and enforcing data privacy regulations like GDPR and CCPA. They also promote cybersecurity frameworks, critical infrastructure protection standards, and public awareness campaigns. Collaboration with the private sector, through partnerships and procurement policies, further drives ITDR market growth. These efforts underscore a global recognition of ITDR’s significance in enhancing digital security and compliance with industry regulations.
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By deployment mode, the cloud segment is expected to demonstrate the highest growth rate in the Identity Threat Detection and Response Market during the forecast period.
The Identity Threat Detection and Response (ITDR) Market is experiencing a notable shift towards cloud-based deployments, which are projected to dominate in the coming years. Cloud solutions offer various advantages, including scalability, reduced infrastructure costs, faster deployment, improved accessibility, and automatic updates. With businesses increasingly adopting cloud technologies and prioritizing agility and innovation, cloud-based ITDR solutions align well with this evolving landscape. The cybersecurity skills shortage further drives the preference for cloud solutions, given their built-in automation and ease of management. While on-premises ITDR solutions may still be favored in scenarios with stringent data security requirements, the overall trend favors cloud-based deployments due to their scalability, agility, and cost-effectiveness. Cloud providers continue to innovate and enhance their offerings, making them increasingly attractive to businesses of all sizes, ultimately shaping the dominance of cloud-based ITDR in the foreseeable future.
Based on organization size, the SMEs segment is projected to exhibit the highest growth rate at the highest CAGR during the forecast period.
The Identity Threat Detection and Response (ITDR) Market is set for significant growth, particularly among Small and Medium-Sized Enterprises, driven by several key factors. SMEs face increased vulnerability due to limited security resources, a growing reliance on digital tools, and evolving cyber threats. Heightened awareness of cyber risks and emerging data privacy regulations are pressuring SMEs to invest in ITDR solutions. The affordability and scalability of cloud-based ITDR solutions further contribute to SME adoption. These solutions offer improved threat detection, enhanced user access control, and simplified compliance management, positioning SMEs as pivotal drivers of growth in the ITDR market.
Asia Pacific is anticipated to experience substantial growth with the highest CAGR in the Identity Threat Detection and Response Market during the forecast period.
The Identity Threat Detection and Response (ITDR) Market is experiencing remarkable growth globally, particularly in the Asia-Pacific region, where it is projected to witness the highest Compound Annual Growth Rate. This surge is fueled by several factors specific to the area. APAC’s rapid digital transformation, propelled by adopting cloud computing, mobile technologies, and e-commerce platforms, creates an expanded attack surface for cyber threats. Heightened regulatory focus on data privacy regulations in countries like China, India, and Australia drives the demand for robust ITDR solutions to ensure compliance. The emergence of domestic cybersecurity vendors in APAC and the increasing adoption of cloud-based ITDR solutions contribute to market growth. Government initiatives, such as heavy investments in cybersecurity infrastructure and public-private partnerships, create a supportive environment for the ITDR market’s expansion. Despite facing challenges like a shortage of skilled cybersecurity professionals, the APAC region’s unique dynamics position it as a key driver of ITDR market growth. It is crucial in protecting critical infrastructure and businesses against cyber threats in the digital age.
Top Key Companies in Identity Threat Detection and Response (ITDR) Market:
The major players in the Identity Threat Detection and Response Market are Microsoft (US), IBM (US), CrowdStrike (US), Zscaler (US), Tenable (US), Veronis (US), BeyondTrust (US), CyberArk (US), Proofpoint (US), Quest (US), Oort(US), Vectra (US), Proficio (US), Qomplx (US), Adaptive Shield ( Israel), Acalvio (US), Authomize (Israel), Illusive (US), Mindfire (UAE), Rezonate (US), Semperis (US), Sentinelone (US), Silverfort (Israel), Netwrix (US), Vericlouds (US), Microminder (UK), Quorum Cyber (UK) and Mixmode (US).
Recent Developments
January 2024 – IBM collaborated with ASUS to enhance cybersecurity by utilizing AI-powered security technologies to detect and remediate attacks swiftly. IBM’s QRadar EDR will be integrated directly into ASUS’s business hardware, supported by MDR services from IBM.January 2024 – Aembit integrates its Workload IAM Platform with CrowdStrike Falcon for real-time security posture assessment, enabling dynamic access policy enforcement. This collaboration enhances ITDR capabilities, ensuring secure workload-to-workload access.October 2023 – BeyondTrust partnered with the AWS SaaS Factory team to build their Identity Security Insights solution as a SaaS offering on AWS. This collaboration helped BeyondTrust navigate business and technical decisions for a successful SaaS model launch.September 2023 – CyberArk collaborates with Accenture to deploy CyberArk Privilege Cloud to enhance PAM solutions. This initiative aims to bolster cybersecurity defenses by managing and monitoring privileged access, which is crucial for ITDR. The collaboration leverages CyberArk’s Identity Security Platform, enabling comprehensive security for identities across various IT environments, aligning with ITDR principles by securing access and mitigating risks associated with privileged accounts.July 2023 – Microsoft partnered with CISA by offering expanded cloud logging capabilities at no additional cost. This initiative directly supports ITDR by improving detection and response to identity-related threats, making it easier for organizations to maintain identity integrity and security through better visibility and monitoring of security incidents.Inquire Before Buying@ https://www.marketsandmarkets.com/Enquiry_Before_BuyingNew.asp?id=259116012
Identity Threat Detection and Response (ITDR) Market Advantages:
ITDR solutions assist avoid security breaches and data loss by enabling organisations to proactively detect and respond in real-time to identity-related threats such account takeovers, credential stuffing, and insider threats.ITDR solutions assist organisations in strengthening their security posture and safeguarding sensitive data and assets from unauthorised access and misuse by continually monitoring user activities, access patterns, and behaviour across digital channels and systems.Rapid incident response is made possible by ITDR systems, which immediately notify security teams of potentially dangerous activity and security issues. This allows the teams to quickly investigate and neutralise threats to minimise the damage to the organisation.By offering thorough visibility, audit trails, and reporting capabilities, ITDR solutions help enterprises comply with legal and regulatory requirements pertaining to identity and access management, data protection, and cybersecurity.ITDR systems with advanced analytics and machine learning capabilities help minimise noise and false positives, allowing security professionals to concentrate on real threats and efficiently prioritise their response efforts.Numerous ITDR systems come with easy-to-use dashboards and interfaces that give security teams the tools and knowledge they need to effectively monitor, assess, and address identity-related threats without the need for in-depth training or specialised knowledge.Organisations may take advantage of their investments and coordinate automated response activities throughout the security ecosystem by integrating ITDR solutions with pre-existing security technologies and systems like SIEM, IAM, CASB, and SOAR platforms.Report Objectives
To describe and forecast the global Identity Threat Detection and Response Market by offering, deployment mode, organization size, vertical, and regionTo forecast the market size of five central regions: North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin AmericaTo analyze the subsegments of the market concerning individual growth trends, prospects, and contributions to the overall marketTo provide detailed information related to significant factors (drivers, restraints, opportunities, and challenges) influencing the growth of the marketTo analyze the opportunities in the market for stakeholders and provide the competitive landscape details of major playersTo profile the key players of the Identity Threat Detection and Response Market and comprehensively analyze their market shares and core competenciesTo track and analyze competitive developments, such as Mergers and Acquisitions (M&A), new product developments, and partnerships and collaborations in the marketTo track and analyze the impact of COVID-19 on the Identity Threat Detection and Response MarketBrowse Adjacent Market: Information Security Market Research Reports & Consulting
Browse Other Reports:
Physical Security Information Management Market- Global Forecast to 2029
Operational Technology Security Market- Global Forecast to 2029
Identity Verification Market- Global Forecast to 2028
Cloud Data Security Market- Global Forecast to 2027
Big Data Security Market- Global Forecast to 2026
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Artificial Intelligence
atNorth Shortlisted for Datacloud Global Awards, The Energy Awards and The Women in Green Business Awards
The leading Nordic data center business achieves multiple new accolades.
REYKJAVÍK, Iceland, May 10, 2024 /PRNewswire/ — atNorth, the leading Nordic colocation, high-performance computing, and artificial intelligence service provider, today announced widespread industry recognition including shortlisting’s in the `Excellence in Data Centre Europe Award 2024′ category at the Datacloud Global Awards and the `Energy Efficient Partnership of the Year’ category at the Energy Awards.
The Datacloud Global Awards celebrate excellence in the data center and cloud industry, recognizing outstanding achievements, innovation, and leadership across various categories. From pioneering technology solutions to sustainable practices, these awards highlight the trailblazers and visionaries driving the digital transformation landscape forward.
atNorth’s continuous commitment to developing the most advantageous solutions for its clients has led the business to be recognized for its efforts in energy efficiency, data center excellence and as a leader in the data center industry.
Additionally, atNorth’s CFO & Deputy CEO, Eva Sóley Guðbjörnsdóttir has been shortlisted in the `Diversity and Inclusion Champion of the Year’ category at the Women in Green Business Awards, illustrating the commendable ethos of atNorth’s business as a whole, as it champions fairness and the greater good – both internally and at the core of its service provision.
“We are delighted to be acknowledged in a variety of categories across multiple awards,” says Eva Sóley Guðbjörnsdóttir, CFO & Deputy CEO, at atNorth. “As we remain committed to our vision of `more compute for a better world’, this recognition inspires us to continue to advocate for best practice within our business and the industry as a whole.”
The news follows atNorth’s recognition in TechRound’s Sustainability60 campaign, at the UK Green Business Awards and the Tech Capital Awards. The business has also recently announced Anna Kristín Pálsdóttir as Chief Development Officer and Jörgen Larsson as Director of Hyperscale Operations as the business continues to scale to meet the increasing demand for its services.
About atNorth
atNorth is a leading Nordic data center services company that offers sustainable, cost-effective, scalable colocation and high-performance computing services trusted by industry-leading organizations. The business acquired leading High-Performance Computing (HPC) provider, Gompute, in 2023 enabling a compelling full stack offering tailored to AI and other critical high-performance workloads.
With sustainability at its core, atNorth’s data centers run on renewable energy resources and support circular economy principles. All atNorth sites leverage innovative design, power efficiency, and intelligent operations to provide long-term infrastructure and flexible colocation deployments. The tailor-made solutions enable businesses to calculate, simulate, train and visualize data workloads in an efficient, cost-optimized way.
atNorth is headquartered in Reykjavik, Iceland and operates seven data centers in strategic locations across the Nordics, with additional sites to open in Helsinki, Finland and in Denmark in Q4 2024, as well as its tenth site ready for operation in Kouvola, Finland in 2025.
For more information, visit atNorth.com or follow atNorth on LinkedIn or Facebook.
Press Contact:Caroline BruntonKite Hill PR for atNorth+44 (0) 7796 274 [email protected]
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Artificial Intelligence
ProofID wins Judges’ Award for Global Ambition at the 2024 Northern Tech Awards
MANCHESTER, England, May 10, 2024 /PRNewswire/ — UK-headquartered, global Identity and Access Management (IAM) specialist, ProofID has won the Judge’s Award for Global Ambition at the Northern Tech Awards held at Manchester Cathedral. The company won the award in recognition of its expansion in the USA following the successful acquisitions of Regatta Solutions an Austin, Texas based Identity Governance and Administration (IGA) integrator and PEGRight a Colorado Springs, Colorado based IAM integrator.
These two acquisitions created a combined business which leads the field as a provider of enterprise identity solutions and global identity managed services across Europe and North America. The awards, organised by GP Bullhound, are a demonstration of the spirit of innovation, resilience, and growth that defines the Northern tech ecosystem.
Tom Eggleston, CEO of ProofID said: “ProofID has always embraced its northern roots, but it’s been an exciting road.”
“Our journey to the international stage continues and reflects not only our ambition to grow via acquisition but also our ability to adapt, innovate and thrive in other territories. It’s truly wonderful for our work to be recognised in this way.”
In 2022, Maven invested £15 million through the Maven UK Regional Buyout Fund to support ProofID’s growth and strategic expansion. Since then, the company has continued to develop its partnerships with IAM vendors, offering broader solutions and enhancing its market position.
The award, accepted by Peter Dolan, CFO of ProofID, is held to showcase leading tech businesses in the North, fuelling growth in its powerful tech economy. The eleventh edition of the Northern Tech Awards ceremony, brought together 250 CEOs, entrepreneurs, and business leaders from across the digital economy, celebrating innovation and excellence in the North of England and Scotland.
Javed Huq, Managing Director of sponsor, GP Bullhound said: “Congratulations to all the winners of the 2024 Northern Tech Awards.
“Their success is a testament to the remarkable determination and entrepreneurship, which have enabled their businesses to thrive in a challenging market landscape.
“We are immensely proud of the dedication and innovation within the Northern tech ecosystem and believe it is important to celebrate these achievements at tonight’s awards. We are honoured to champion these leading tech businesses and look forward to their continued growth and contribution to the UK economy.”
About ProofID
ProofID is a global identity security partner, integrator and service provider. As a proven identity specialist, ProofID is committed to delivering pain-free, secure and seamless digital user experiences however complex the project. Trusted by Tier 1 enterprises and mid-market businesses around the world to design, deliver and manage IAM and IGA services. ProofID has successfully deployed industry leading technologies into all market sectors with dynamic workforce needs and seamless customer engagements. ProofID’s highly skilled team has been awarded the highest technical accreditations by all their chosen partners including Ping Identity, earning Global Delivery Partner of the Year Award for 6 consecutive years and SailPoint, achieving delivery Admiral status. For more information visit www.ProofID.com.
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