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Hyperscale Computing Market worth $109.2 billion by 2028 – Exclusive Report by MarketsandMarkets™

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CHICAGO, Aug. 3, 2023 /PRNewswire/ — Growth, technological progress, edge computing, AI adoption, improved security, sustainability initiatives, and potential research into quantum computing, along with the emergence of hybrid and multi-cloud strategies and industry-specific solutions, will characterise the future of the Hyperscale Computing Market.
The Hyperscale Computing Market size is expected to grow from USD 40.9 billion in 2023 to USD 109.2 billion by 2028 at a compound annual growth rate (CAGR) of 21.7% during the forecast period, according to a new report by MarketsandMarkets™. Hyperscale computing has emerged as a game-changer in the digital era, revolutionizing the way businesses scale their computing resources. With its ability to provide scalable, flexible, and cost-effective infrastructure, the Hyperscale Computing Market is experiencing significant growth and transforming industries across the globe. In today’s data-driven world, businesses generate vast amounts of data, and traditional IT infrastructures often struggle to handle the increasing workload. Hyperscale computing offers a solution by enabling organizations to scale their computing resources dynamically and on demand. Whether handling sudden spikes in user traffic or accommodating rapid business growth, hyperscale computing empowers businesses with the agility to adapt swiftly to changing demands.
Browse in-depth TOC on “Hyperscale Computing Market”300 – Tables 100 – Figures275 – Pages
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Scope of the Report
Report Metrics
Details
Market size available for years
2018–2028
Base year considered
2022
Forecast period
2023–2028
Forecast units
Value (USD Million/Billion)
Segments Covered
Offering, Application, Vertical, and Region
Geographies Covered
North America, Europe, Asia Pacific, Middle East and Africa, and Latin America
Companies Covered
Some of the significant Hyperscale Computing Market vendors are AWS (US), Google (US), Microsoft Corporation (US), IBM Corporation (US), Oracle Corporation (US), HPE (US), Alibaba Cloud (China), Tencent Cloud (China), Salesforce (US), Huawei (China), Viavi Solutions (US), Broadcom (US), AFL Hyperscale (US), OVHcloud (France), Iron Mountain (US), DigitalOcean (US), Rackspace (US), NTT Communications (Japan), and Digital Reality (US).
 
Moreover, hyperscale computing offers the ability to process and analyze vast volumes of data; organizations can unlock valuable insights, drive data-driven decision-making, and foster innovation. Industries such as retail and e-commerce, finance, healthcare, and manufacturing leverage hyperscale computing to optimize operations, enhance customer experiences, and gain a competitive edge. The scalability and performance offered by hyperscale computing open doors to advanced technologies such as artificial intelligence, machine learning, and big data analytics, driving transformative changes in various sectors.
By offering, the services segment is expected to capture the highest CAGR during the forecast period.
The Hyperscale Computing Market by offering, includes solutions and services. The Hyperscale Computing Market covers various services, including consulting, integration and implementation, and training, support, and maintenance. Service providers in the Hyperscale Computing Market offer consulting services to help organizations assess their requirements, define their infrastructure strategy, and develop a roadmap for hyperscale adoption. It assists in designing and architecting the infrastructure to ensure scalability, performance, and reliability. The implementation and setup of software and networking components are all included in integration and implementation services, assuring resource use and seamless integration. This comprises activities such as network configuration, virtualization, and workload movement. To reduce downtime and disruptions, service providers also provide support services such as technical help, problem-solving, and issue resolution. They help resolve potential network problems, hardware or software breakdowns, and other operational difficulties.
Based on application, the cloud computing segment is expected to account for the largest market share during the forecast period.
The Hyperscale Computing Market, by application, is segmented into cloud computing, big data, IoT, and other applications. It is expected that during the forecast period, the cloud computing segment is estimated to account for the largest market size and share in the Hyperscale Computing Market. Hyperscale computing allows cloud providers to scale their infrastructure rapidly and seamlessly. By utilizing hyperscale architectures, cloud providers can add and remove computing resources on-demand, matching their users’ dynamic needs, and enabling cloud providers to provision resources flexibly and granularly. With hyperscale architectures, cloud providers can allocate compute, storage, and networking resources in a highly dynamic and efficient manner, ensuring optimal utilization and cost-effectiveness. Users can easily scale up or down their resource allocations based on their needs, paying only for their consumption. This scalability ensures that cloud services can handle fluctuating workloads efficiently, providing high performance and availability.
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Moreover, hyperscale computing enables the automation and orchestration of cloud resources and services. Cloud providers can leverage hyperscale architectures to automate resource provisioning, deployment, and management processes. This automation streamlines operations, reduces manual intervention, and improves the efficiency of cloud service delivery.
North America is projected to hold the largest market share during the forecast period.
The Hyperscale Computing Market by region has been segmented into North America, Europe, Asia Pacific, the Middle East and Africa, and Latin America. As per region, North America is estimated to account for the largest market share in the global Hyperscale Computing Market in 2023, and this trend is expected to continue during the forecast period. The Hyperscale Computing Market in North America has been studied for countries including the US and Canada. The adoption of the hyperscale computing solution is expected to be the highest in North America compared to other regions. The rising need for cloud services, big data analytics, artificial intelligence, and other data-intensive applications has led to tremendous growth in hyperscale computing in North America in recent years. The development and expansion of hyperscale infrastructure by the “Big Three” cloud providers, including Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), have further fuelled the market growth in the region. These businesses run sizable data centers all over the region to provide their consumers with cloud services.
Top Key Companies in Hyperscale Computing Market:
Some of the significant Hyperscale Computing Market vendors are AWS (US), Google (US), Microsoft Corporation (US), IBM Corporation (US), Oracle Corporation (US), HPE (US), Alibaba Cloud (China), Tencent Cloud (China), Salesforce (US), Huawei (China), Viavi Solutions (US), Broadcom (US), AFL Hyperscale (US), OVHcloud (France), Iron Mountain (US), DigitalOcean (US), Rackspace (US), NTT Communications (Japan), and Digital Reality (US).
Recent developments:
In June 2023, Oracle Cloud Infrastructure (OCI) announced the availability of new compute instances based on the 4th Generation AMD EPYC processors. These instances leverage the advanced features and performance capabilities of the AMD EPYC processors to deliver enhanced computing power, efficiency, and security for workloads running on the Oracle Cloud.In March 2023, AWS and Nvidia collaborated to develop next-generation infrastructure to support the training of large machine learning (ML) models and the creation of generative AI applications. This collaboration combines AWS’s expertise in cloud computing with Nvidia’s industry-leading GPU technology. The collaboration aims to address the growing demand for computational power and specialized hardware required for training increasingly large and complex ML models.In July 2022, AWS to expand its portfolio included memory-optimized Amazon EC2 R6a instances featuring AMD EPYC (Milan) processors 10 percent less expensive than comparable x86 instances. High-performance computing and video processing workloads, which benefit from decreased network latency and highly scalable inter-node communication, are supported by Elastic Fabric Adapter (EFA) on R6a instances, which are built on the AWS Nitro System.Inquiry Before Buying @ https://www.marketsandmarkets.com/Enquiry_Before_BuyingNew.asp?id=77118278
Hyperscale Computing Market Advantages:
By using hyperscale computing, enterprises may dynamically and on-demand scale their IT infrastructure. As a result, they are able to easily modify their computer resources to handle a variety of workloads, assuring the best performance and financial effectiveness.Businesses can take advantage of economies of scale by utilising cloud-based hyperscale data centres, which lowers capital expenditures for hardware and maintenance. When compared to conventional on-premises data centres, it is a more affordable option because they just pay for the resources they utilise.High availability and data resilience are ensured by the redundancy and failover technologies used in hyperscale data centres. By reducing the chance of downtime and data loss, this creates a dependable computing environment.Businesses may serve clients and users globally with reduced latency and a better user experience thanks to the data centres that hyperscale computing providers have spread out across several regions.Businesses can choose from a variety of services, including virtual machines, storage, databases, and AI/ML capabilities, with the flexibility of hyperscale computing. As a result, they can modify their IT infrastructure to meet their unique requirements.To protect customer data, hyperscale data centres make significant investments in security safeguards and compliance requirements. They use cutting-edge security procedures, encryption, and monitoring to protect against online dangers.With the help of cutting-edge cooling technologies and renewable energy sources, many hyperscale data centres are built to be energy-efficient. By doing this, the carbon footprint is decreased, and environmental sustainability objectives are met.Through self-service interfaces, businesses may swiftly deploy and provision computer resources in a matter of minutes, reducing the time needed to set up and configure new systems.Report Objectives
To define, describe, and forecast the Hyperscale Computing Market by offerings (solution and services), application, vertical, and regionTo provide detailed information about the major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the growth of the Hyperscale Computing MarketTo analyze the market with respect to individual growth trends, prospects, and contributions to the overall marketTo forecast the market size of five main regions: North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin AmericaTo analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the marketTo profile the key players in the market and comprehensively analyze their core competencies in each subsegmentTo analyze the competitive developments, such as partnerships, acquisitions, and product/solution launches and enhancements, in the Hyperscale Computing MarketTo analyze the impact of the recession on the global Hyperscale Computing MarketBrowse Adjacent Markets: Software and Services Market Research Reports & Consulting
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About MarketsandMarkets™ 
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.
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/hyperscale-computing-market.aspVisit Our Website: https://www.marketsandmarkets.com/Content Source: https://www.marketsandmarkets.com/PressReleases/hyperscale-computing.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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