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Vision Transformers Market worth $1.2 billion by 2028 – Exclusive Report by MarketsandMarkets™

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CHICAGO, Nov. 1, 2023 /PRNewswire/ — Continued innovation, broad use in a variety of applications, ethical issues, and increased efficiency characterise the Vision Transformers Market’s future, establishing it as a crucial technology for computer vision and image analysis.

 
The Vision Transformers Market is expected to grow from USD 0.2 billion in 2023 to USD 1.2 billion by 2028 at a CAGR of 34.2% during the forecast period, according to a new report by MarketsandMarkets™. Vision transformers, inspired by the success of Transformer models in natural language processing, have revolutionized the way machines perceive and understand visual data, including images and videos. The market encompasses a wide range of offerings, including hardware, software, and professional services, to support the adoption of Vision transformer solutions.The exponential growth of AI in machine vision and the increasing need for image recognition in the automotive industry are driving the market growth.
Browse in-depth TOC on “Vision Transformers Market”
250 – Tables 58 – Figures281 – Pages
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Scope of the Report
Report Metrics
Details
Market size available for years
2022–2028
Base year considered
2022
Forecast period
2023–2028
Forecast units
Million/Billion (USD)
Segments Covered
Offering, Application, Verticals
Geographies Covered
North America, Europe, Asia Pacific, and Rest of the World
Companies Covered
The key technology vendors in the market include Google (US), OpenAI (US), Meta (US), AWS (US), NVIDIA Corporation (US), LeewayHertz (US), and more.
 
The professional services segment will grow at the highest CAGR during the forecast period.
By offering segments, the Vision Transformers Market comprises solutions and professional services. The professional services segment will grow at the highest CAGR during the forecast period. Professional services in the Vision Transformer market refer to specialized offerings provided by experts and firms to assist organizations and individuals in leveraging Vision Transformers technology effectively. These services facilitate adopting, integrating, and managing vision transformers, addressing specific needs and challenges. Professional services help organizations and individuals harness the full potential of vision transformers technology, reduce entry barriers, enhance competence, and stay competitive in a rapidly evolving technological landscape.
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Image captioning segment to grow at the highest CAGR during the forecast period.
The various application segments we have captured in the scope are – Image Classification, Image Captioning, Image Segmentation, Object Detection, and Other Applications. The image captioning segment would grow at the highest CAGR during the forecast period. Image captioning is a computer vision and natural language processing task that involves generating descriptive textual captions for images. The goal is to teach a machine learning model to understand the content of an image and develop a coherent and contextually relevant description in natural language. Image captioning plays a significant role in the Vision Transformers Market by combining visual perception with language understanding.
The healthcare & life sciences vertical will grow at the second-highest CAGR during the forecast period.
The healthcare & life sciences vertical is undergoing a significant transformation with the adoption of vision transformers in the market. ViTs can analyze medical images such as X-rays, MRIs, CT scans, and histopathology slides. These models can accurately identify diseases, anomalies, and lesions, potentially aiding in earlier diagnoses and treatment. They assist in detecting and diagnosing various medical conditions, including tumors, fractures, and abnormalities. They help detect and monitor diseases, such as diabetic retinopathy, where they analyze retinal images to identify early signs of the disease.
North America segment to capture a significant market share during the forecast period.
The Vision Transformers Market includes regional segmentation into Europe, Asia Pacific, North America, the Middle East and Africa, and Latin America. As per region, North America accounts for the largest market share in the global Vision Transformers Market in 2023, and this trend will persist during the forecast period. North America has the most established vision transformers adoption due to several factors, such as large enterprises with sophisticated IT infrastructure and skilled technical expertise. The US and Canada are North America’s two most significant contributors in the Vision Transformers Market. It is a region with strict regulations for several economic sectors and advanced technology. North America is known for its technological advancements and early adoption of innovative solutions. Major tech companies in North America, such as Google, Facebook (Meta), Microsoft, and Amazon, have invested heavily in AI and computer vision. They often develop and deploy vision transformers in their products and services. North America’s healthcare industry has incorporated vision transformers for medical imaging tasks, including diagnosing and analyzing radiological images. The retail sector in North America also utilizes vision transformers for applications like visual search, recommendation systems, and inventory management.
Top Key Companies in Vision Transformers Market:
The key technology vendors in the market include Google (US), OpenAI (US), Meta (US), AWS (US), NVIDIA Corporation (US), LeewayHertz (US), Synopsys (US), Hugging Face (US), Microsoft (US), Qualcomm (US), Intel (US), Clarifai (US), Quadric (US), Viso.ai (Switzerland), Deci (Israel), and V7 Labs (UK). Most key players have adopted partnerships and product developments to cater to the demand for vision transformers.
Recent Developments:
In October 2023, the Amazon SageMaker Model Registry now supports registering machine learning (ML) models stored in private Docker repositories. This feature enables the convenient monitoring of all ML models from various private repositories, whether AWS or non-AWS, within a single centralized service; this streamlines the management of ML operations (MLOps) and enhances ML governance, especially when dealing with a large-scale ML environment.In September 2023, with the introduction of OpenVINO version 2023.1, Intel extended the capabilities of Generative AI to everyday desktops and laptops, enabling the execution of these models in local, resource-limited settings; this empowers developers to experiment with and seamlessly integrate Generative AI into their applications.In August 2023, in the M110 version of Vertex AI workbench’s user-managed notebooks, the following enhancements have been incorporated:o Inclusion of support for Tensorflow 2.13 with Python 3.10 on Debian 11.o Introduction of support for Tensorflow 2.8 with Python 3.10 on Debian 11.o Implementation of various software updates for improved performance and functionalityIn July 2023, Edge Impulse, a platform for creating, optimizing, and deploying machine learning models and algorithms on edge devices, revealed the integration of the latest NVIDIA TAO Toolkit 5.0 into its edge AI platform.In July 2023, NVIDIA introduced the TAO Toolkit 5.0, which brings several groundbreaking features to enhance AI model development. Key highlights of this release include the ability to export models in an open ONNX format, enabling deployment on various platforms, advanced training for vision transformers, AI-assisted data annotation for faster labeling of segmentation masks, support for new computer vision tasks and pre-trained models, and the open-source availability of customizable solutions. These enhancements empower developers to create more accurate and robust AI models while simplifying the development and integration processes. It enables users to improve the accuracy and robustness of Vision AI Apps with vision transformers and NVIDIA TAO.In June 2023, Hugging Face collaborated with AMD by including AMD in their Hardware Partner Program. AMD and Hugging Face collaborate to achieve top-tier transformer model performance on AMD’s CPUs and GPUs. This partnership holds significant promise for the broader Hugging Face community, as it will soon grant access to the latest AMD platforms for training and inference purposes.In March 2023, OpenAI released GPT-4, the latest version of its hugely popular AI chatbot ChatGPT. The new model can respond to images, for instance, by providing recipe suggestions from photos of ingredients and writing captions and descriptions. It can also process up to 25,000 words, about eight times as many as ChatGPT. OpenAI spent six months on the safety features of GPT-4 and trained it on human feedback. GPT-4 will initially be available to ChatGPT Plus subscribers, who pay USD 20 per month for premium access to the service. It is already powering Microsoft’s Bing search engine platform.In March 2023, With Azure OpenAI Service, over 1,000 customers are using the most advanced AI models—including Dall-E 2, GPT-3.5, Codex, and other large language models backed by Azure’s unique supercomputing and enterprise capabilities—to innovate in new ways. Now, with ChatGPT in preview in Azure OpenAI Service, developers can integrate custom AI-powered experiences directly into their applications, including enhancing existing bots to handle unexpected questions, recapping call center conversations to enable faster customer support resolutions, creating new ad copy with personalized offers, automating claims processing, and more.Inquire Before Buying @ https://www.marketsandmarkets.com/Enquiry_Before_BuyingNew.asp?id=190275583
Vision Transformers Market Advantages:
These models can handle complicated visual data and a variety of image categories since they are extremely scalable and can be trained on big datasets.Compared to conventional computer vision models, vision transformers use less labelled data for training, allowing businesses to create precise picture recognition systems with smaller datasets.They are flexible tools for a wide range of applications since they may be used in a variety of industries, including retail, healthcare, automotive, and security.By enabling enterprises to modify previously trained models for particular tasks, vision transformers facilitate transfer learning and minimise the requirement for comprehensive model training.Vision transformers improve the recognition of pertinent items and patterns by focusing on key areas of an image through the application of self-attention mechanisms.For applications like visual question answering, vision transformers can be combined with other modalities, including text or voice, to allow for more thorough, multimodal analysis.They produce interpretable feature maps that help with debugging and explainability of the model by enabling data scientists and engineers to comprehend how the model produces predictions.They enable accurate object localization and segmentation in images, which makes jobs like autonomous driving, satellite data interpretation, and medical image analysis easier.Report Objectives
To define, describe, and forecast the Vision Transformers Market based on offering, application, vertical, and regionTo provide detailed information about the major factors (drivers, opportunities, restraints, and challenges) influencing the growth of the Vision Transformers MarketTo analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the Vision Transformers MarketTo forecast the size of the market segments concerning critical regions: North America, Europe, Asia Pacific, and Rest of the WorldTo analyze the subsegments of the market concerning individual growth trends, prospects, and contributions to the overall marketTo profile the key players of the Vision Transformers Market and comprehensively analyze their market size and core competenciesTo track and analyze the competitive developments, such as product enhancements and product launches, acquisitions, and partnerships and collaborations, in the Vision Transformers Market globallyBrowse Adjacent Markets: Software and Services Market Research Reports & Consulting
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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.
To find out more, visit www.MarketsandMarkets™.com or follow us on Twitter, LinkedIn and Facebook.
Contact:Mr. Aashish MehraMarketsandMarkets™ INC.630 Dundee RoadSuite 430Northbrook, IL 60062USA: +1-888-600-6441Email: [email protected] Insight: https://www.marketsandmarkets.com/ResearchInsight/vision-transformers-market.aspVisit Our Website: https://www.marketsandmarkets.com/Content Source: https://www.marketsandmarkets.com/PressReleases/vision-transformers.asp
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How AIoT shapes the future of mobility: Hikvision at ITS World Congress 2024

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HANGZHOU, China, Sept. 27, 2024 /PRNewswire/ — Hikvision made a significant impact at the ITS World Congress in Dubai with its captivating theme, “Embrace AIoT for safer, smarter, and greener mobility.” Its booth became a hub of innovation, where visitors explored AIoT solutions that are reshaping the transportation landscape, sparking deep conversations on the future of urban mobility.

Road safety revolution: harnessing AIoT for secure transportation
Hikvision’s commitment to road safety was on full display at its booth through the impressive array of AIoT solutions designed to create secure and reliable traffic environments. The company’s technology provides 24/7 traffic monitoring, ensuring continuous oversight of motor vehicles, non-motorized vehicles, pedestrians and environmental factors. This comprehensive, real-time information collection enables traffic managers to prevent accidents and enhance road safety. Among the showcased products was the 20 MP IR ANPR Checkpoint Capture Unit, renowned for its high-definition capture capabilities, bolstering traffic safety measures.
A standout innovation was the integration of advanced radar and camera technologies, ensuring uninterrupted, comprehensive detection even in adverse weather conditions. The Radar-Video Fusion Incident Detection Cameras, featured prominently in the product experience area, enable early detection and warning of potential hazards. They are particularly effective in challenging situations such as curved roads, blind spots at intersections, and obstacles beyond visual range.
Attendees also engaged with onboard monitoring products on the simulated bus, including dome network cameras, which is designed to enhance passenger safety. Driving assistance products, such as the Driver Status Monitor (DSM), were demonstrated to mitigate unsafe driving behaviors and ensure safer journeys.
Urban mobility redefined: smart traffic innovations
In the realm of smarter mobility, Hikvision showcased its multidimensional sensing technology, which integrates visible light sensors, infrared sensors, radar, and sonar. This technology expands perception capabilities, significantly improving traffic management and situational awareness. The use of AI-powered comprehensive sensing elevates incident monitoring and violation detection to unprecedented levels of accuracy and efficiency.
A major attraction was the Radar-Video Fusion TandemVu PTZ Camera, which integrates millimeter-wave radar with high-resolution cameras for extensive traffic detection and data analysis. AI-based algorithms combine these two systems to enhance target information, detecting up to 16 types of incidents. This leads to the development of a large-scale fusion model that merges spatial physical data with image semantic information. The result is ultra-long-range perception, achieving over 95% accuracy in vehicle trajectory detection. This robust system improves traffic violation management and optimizes traffic flow, significantly enhancing road efficiency.
At the simulated bus station, visitors observed how AI-assisted people counting automated the collection of passenger flow statistics at peak stop hours and bus line frequency during busy periods. Paired with smart bus stop digital signage, the solution improves bus service quality, operational efficiency, passenger experience, and overall public transport effectiveness.
Sustainable transportation: leading the charge for greener cities
Hikvision’s commitment to sustainable urban mobility was evident through its innovative green wave technology and eco-friendly checkpoint solutions. Green wave technology efficiently manages traffic flow to reduce congestion and lower carbon emissions, aligning with global sustainability goals. Visitors were particularly impressed by a case study showcasing a green wave solution implemented in Zhoushan, China. Over a stretch of 21 kilometers and 34 intersections, this main road cut travel times by 50%.
The use of DarkFighterX technology in checkpoint cameras also received significant attention. This technology senses both visible and invisible light, resulting in more accurate and realistic images. It enhances traffic violation enforcement efficiency while minimizing the need for high ambient light levels, thus reducing light pollution. The 9M DarkfightX ANPR Checkpoint Camera exemplified this dedication to environmental stewardship.
Frank Zhang, President of Hikvision MEA, remarked, “Hikvision supports sustainable urban planning by empowering traffic departments to address congestion and transportation challenges.” He further emphasized, “Our system’s openness fosters a secure and reliable platform for developing smart and green cities. Additionally, our solar technology is extensively utilized in remote areas, while our smart street lighting solutions reduce energy consumption by 20-30%, promoting intelligent urban transportation and advancing global sustainability objectives.”
Hikvision’s presence at the ITS World Congress in Dubai underscored its leadership in integrating AIoT technologies to drive safer, smarter, and greener mobility solutions. The engaging presentations and advanced product demonstrations captured significant attention from industry partners and customers, reaffirming the company’s role as a pioneer in shaping the future of urban transportation. As the world moves towards more intelligent and sustainable transportation systems, Hikvision remains at the forefront, embracing AIoT to create a safer, smarter, and greener future for all.
To find out more about Hikvision’s advanced traffic and public transport solutions, please explore the Hikvision official website.
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Anti-Drone Market worth $7.05 billion by 2029 – Exclusive Report by MarketsandMarkets™

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DELRAY BEACH, Fla., Sept. 27, 2024 /PRNewswire/ — The global anti-drone market was valued at USD 2.16 billion in 2024 and is projected to reach USD 7.05 billion by 2029; it is expected to register a CAGR of 26.7% during the forecast period according to a new report by MarketsandMarkets™. Increasing government spending on counter-drone technologies, rising incidence of critical infrastructure security breaches by unauthorized drones, and surge in adoption of aerial remote sensing technologies to safeguard critical infrastructure are attributed to the demand for anti-drone.

Download PDF Brochure: https://www.marketsandmarkets.com/pdfdownloadNew.asp?id=177013645
Browse in-depth TOC on “Anti-Drone Market” 178 – Tables61 – Figures253 – Pages
Anti-Drone Market Report Scope:
Report Coverage
Details
Market Revenue in 2024
$ 2.16 billion
Estimated Value by 2029
$ 7.05 billion
Growth Rate
Poised to grow at a CAGR of 26.7%
Market Size Available for
2020–2029
Forecast Period
2024–2029
Forecast Units
Value (USD Million/Billion)
Report Coverage
Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
Segments Covered
By System Type, Application, Platform type, Vertical, and Region
Geographies Covered
North America, Europe, Asia Pacific, and Rest of World
Key Market Challenge
Vulnerability to hacking
Key Market Opportunities
Emphasis on improving unmanned aircraft systems technology
Key Market Drivers
Growing number of illicit activities
By System Type: Hybrid systems to account for the larger market share in the forecasted year.
The hybrid segment accounted for the largest share of the anti-drone market in 2029. The trends of integrating multiple anti-drone technologies are rising since they are most effective in detecting, tracking, and neutralizing drone threats. These systems merge electronic, kinetic, and lasers, providing a comprehensive defense solution against UAVs. Hybrid systems use electronic, kinetic, and laser-based countermeasures to offer optimum protection against drones. These systems are designed to detect, track, identify, categorize, and mitigate drones at operational wide ranges ranging from a few km up to tens of km.
By Platform: The ground-based segment accounted for the largest market share in the forecast year.
The ground-based segment will hold a major share of the anti-drone market in 2029. Many ground-based anti-drone systems use several electronic technologies, such as radar, IR sensors, acoustic systems, and RF & GNSS jammers. MESA radar solutions are used mostly for counter-UAS purposes, protecting critical infrastructure, military camps, and other security-sensitive sites from unauthorized drones. One such solution is EchoGuard, a ground-based airspace management solution that contains a software-defined 3D radar that can be specific to the site. This system can identify single or multiple off-chance drones, including swarms in unauthorized areas. They provide accurate and sustained airspace surveillance for the field of view (FOV) they are configured, and both human and AI-monitored visual checks. The system can be easily transported and integrated directly with the command-and-control centers or another identification sensor for portable use, and multiple units of the system can be combined to cover vast areas or lengths of borders. Major providers of ground-based counter-drone systems include companies like EchoDyne Corporation, DeTect, Meteksan Defense, and WhiteFox Defense. Acoustics-based Discovair G2 utilizes patented microphone arrays. With 128 interconnected microphone elements, the Discovair sensor units can establish azimuth and elevation to the target in real-time using advanced digital signal processing.
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By Region: Americas are expected to hold the largest share of the anti-drone market during the forecast period.
Americas is expected to capture the largest share in the anti-drone industry during the forecast period. The growth can be attributed to protecting crucial infrastructure in the region. Governments, particularly in the US, invest in anti-drone systems for military bases, borders, and critical infrastructure. For Instance, in April 2023, RTX secured a USD 237 million contract from the US Army to provide Ku-band Radio Frequency Sensors (KuRFS) and Coyote effectors. These systems are designed to detect and neutralize unmanned aircraft systems (UAS). The contract includes stationary and mobile systems and a specified quantity of effectors, all aimed at enhancing the Army’s operations within the US Central Command region.
Key Players-
The key companies offering anti-drone companies include RTX (US), Lockheed Martin Corporation (US), Leonardo S.p.A. (Italy), Thales (France), and IAI (Israel).
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Browse Adjacent Market: Semiconductor and Electronics Market Research Reports &Consulting
Related Reports: 
Drone Sensor Market Size, Share, Industry Growth & Trends by Sensor Type, Platform (VTOL Type, Fixed Wing Type, Hybrid Type), Application (Navigation, Collision Detection & Avoidance, Data Acquisition, Motion Detection, Power Monitoring), End Users and Region – Global Forecast to 2029
Smart Agriculture Market Size, Share, Statistics and Industry Growth Analysis Report by Offering (Hardware, Software, Services), Agriculture Type, Farm Size (Large, Medium, Small), Application (Precision Farming, Livestock Monitoring) and Region (America, Europe, Asia Pacific, Row) – Global Forecast to 2028
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.
To find out more, visit www.MarketsandMarkets™.com or follow us on Twitter, LinkedIn and Facebook.
Contact: Mr. Rohan SalgarkarMarketsandMarkets™ INC. 1615 South Congress Ave.Suite 103, Delray Beach, FL 33445USA: +1-888-600-6441Email: [email protected] Our Web Site: https://www.marketsandmarkets.com/Research Insight: https://www.marketsandmarkets.com/ResearchInsight/anti-drone-market.aspContent Source: https://www.marketsandmarkets.com/PressReleases/anti-drone.asp
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CluePoints Launches Medical & Safety Review (MSR) Software to Revolutionize Clinical Data Review

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CluePoints furthers its commitment to delivering innovative solutions that enhance clinical trial efficiency with this latest addition to its enterprise software platform.
KING OF PRUSSIA, Pa., Sept. 27, 2024 /PRNewswire/ — CluePoints continues to transform clinical trial review and leverage its industry-leading software to enhance the interrogation, analysis and presentation of data with the launch of its latest application, Medical & Safety Review (MSR).

The tool simplifies and streamlines the medical analysis of study data through user-friendly dashboards, data manipulation and cleaning, query management and full transparency over the data history. This not only improves efficiency and communication in medical oversight, but also elevates patient safety, differentiating MSR as a smarter and unique solution.
Designed by, and for Medical and Safety Reviewers, MSR converts the manual analysis of patient outcomes, which can be prone to inefficiency and error, into an accurate, efficient process. MSR tackles time-consuming study preparation for specific visualizations by featuring a comprehensive standard visualization library as well as the ability to copy and reuse dashboards across different studies, enabling the identification of outlying values, change tracking, and improved communication for smarter clinical trials.
Other benefits of MSR include:
Enhanced medical review efficiency and reduced human errors via automated checksReduced time spent by clinical and data management teams in reviewing dataImproved collaboration with integrated review workflows across departmentsEnsured record quality and accountability with comprehensive change trackingDriving faster decision making with the proactive detection of trends and safety issuesEnsuring regulatory compliance with rule-based detection and user assignmentsAndy Cooper, Chief Executive Officer at CluePoints, commented, “We are thrilled to announce the launch of Medical & Safety Review to our growing product offerings. MSR is the latest application addition to the CluePoints platform, which includes products such as Risk-Based Quality Management (RBQM) and our Site Profile & Oversight Tool (SPOT). Together, they provide a comprehensive approach to clinical trial optimization, enhancing data integrity, ensuring regulatory compliance, and accelerating drug development. The creation of MSR ensures a more streamlined review process while prioritizing patient safety at every step and empowers medical teams to swiftly identify outliers, track data changes, and improve communication.”
To learn more about CluePoints’ award-winning solutions, please visit www.cluepoints.com
About CluePoints
CluePoints is the premier Risk-Based Quality Management (RBQM) and Data Quality Oversight Software provider. We are leveraging the potential of Artificial Intelligence using Advanced Statistics and Machine Learning to determine the quality, accuracy, and integrity of clinical trial data both during and after study conduct. Aligned with guidance from the FDA, EMA, and ICH E6 (R2), CluePoints is deployed to support central and on-site monitoring, medical review, quality risk management and to drive a holistic Risk-Based strategy in all trials. Coupled with thought leadership and consulting expertise to aid pre-study risk assessment, identification of risk controls and solution implementation, you now have everything you need to adhere with global regulatory guidance. The result is positive clinical development outcomes, increased operational efficiency, lower costs and reduced regulatory submission risk as part of the industry paradigm shift to RBQM.
 

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