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Laboratory Information Management System (LIMS) Market worth $3.3 billion | MarketsandMarkets

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CHICAGO, July 7, 2023 /PRNewswire/ — The Laboratory Information Management System (LIMS) industry is poised for remarkable growth in the near future as laboratories across various sectors increasingly recognize the need for efficient data management and streamlined workflows. LIMS, a software-based solution that automates and centralizes laboratory operations, is becoming indispensable in today’s data-driven scientific landscape. In the coming years, we can expect LIMS to evolve with advancements in technology, offering improved integration with instruments, enhanced data analytics capabilities, and seamless integration with other laboratory systems. The industry will witness a surge in demand as laboratories seek to optimize sample tracking, data organization, compliance with regulatory standards, and collaboration among researchers. Moreover, the integration of emerging technologies such as artificial intelligence, machine learning, and cloud computing will further revolutionize LIMS, enabling advanced data analysis, predictive analytics, and remote access capabilities. As laboratories continue to generate massive amounts of data, LIMS will play a vital role in extracting valuable insights, accelerating scientific discoveries, and driving innovation across industries ranging from pharmaceuticals and healthcare to environmental monitoring and forensic sciences. The future of the LIMS industry holds immense potential as it empowers laboratories to operate more efficiently, improve data integrity, and make significant contributions to scientific advancements.      
Laboratory Information Management System (LIMS) Market in terms of revenue was estimated to be worth $1.6 billion in 2023 and is poised to reach $3.3 billion by 2028, growing at a CAGR of 14.6% from 2023 to 2028 according to a new report by MarketsandMarkets™. The growing popularity of cloud-based LIMS, use of LIMS in cannabis industry, significant growth potential in emerging markets are some of the key factors that offer opportunities to the market during the forecast period. However, the dearth of trained professionals, and interfacing challenges with informatics software are some of the factors challenging the market growth to some extent.
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Browse in-depth TOC on “Laboratory Information Management System (LIMS) Market”161 – Tables46 – Figures254 – Pages
Laboratory Information Management System (LIMS) Market Scope:
Report Coverage
Details
Market Revenue in 2023
$1.6 billion
Estimated Value by 2028
$3.3 billion
Growth Rate
Poised to grow at a CAGR of 14.6%
Market Size Available for
2021–2028
Forecast Period
2023–2028
Forecast Units
Value (USD Billion)
Report Coverage
Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
Segments Covered
Type, Component, Deployment model, and Industry
Geographies Covered
North America, Europe, Asia, and Rest of the world
Report Highlights
Updated financial information / product portfolio of players
Key Market Opportunities
Significant growth in emerging markets
Key Market Drivers
Increasing focus on improving the efficiency of laboratories
 
The cloud-based segment is expected to register a substantial growth in the laboratory information management systems market, by deployment mode
The cloud-based segment is expected to register a substantial growth in the laboratory information management systems market, by deployment mode. This growth can be attributed to advantages of this deployment model, such as cost-effectiveness and ease of use. Factors such as on-demand self-serving analytics, their highly adaptable nature, ease of use, affordability, reliability, no upfront capital investment for hardware, extreme capacity flexibility, and a pay-as-you-go pricing model have also ensured the high growth of cloud-based LIMS.
Asia is to witness a considerable growth rate during the forecast period.
The Asian market is projected to grow at a considerable CAGR during the forecast period. Factors such as increasing medical tourism, growing investments expected to bring about the creation of new market participants, growing emergence of various technologies, and the rising foreign direct investments by North American and European pharmaceutical and biotechnology firms in Asia are anticipated to drive the development of laboratory information management systems applications in the Asia Pacific region.
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Laboratory Information Management System (LIMS) Market Dynamics:
Drivers:
Increasing focus on improving the efficiency of laboratoriesRestraints:
Limited adoption of LIMS in small and medium-sized companiesOpportunities:
Significant growth in emerging marketsChallenges:
A dearth of trained professionalsKey Market Players:
LabWare (US), LabVantage Solutions Inc. (US), Thermo Fisher Scientific (US), Thermo Fisher Scientific Inc. (US), Agilent Technologies (US), LabLynx, Inc. (US), Dassault Systèmes (France), Labworks LLC (US), Autoscribe Informatics (a wholly owned subsidiary of Autoscribe Limited) (US), Accelerated Technology Laboratories (ATL) (US), CloudLIMS (US), Computing Solutions, Inc. (US), GenoLogics Inc. (an Illumina Company) (Canada), Siemens (Germany), Novatek International (Canada), Ovation (US), Clinsys (US) are the major players in this market. These companies are majorly focusing on the strategies such as agreements, collaborations, partnerships, and service launches in order to remain competitive and further increase their share in the market.
Recent Developments:
In October 2022, LabVantage Solutions, Inc. (US) and Biomax Informatics AG (Germany) announced the closure of their merger agreement. The merger aims to enhance scientific data contextualization, accelerate product development, and provide innovative capabilities for the life science and bio-manufacturing industries.In March 2022, LabWare (US), acquired data analytics firm CompassRed (US). The merger aimed to create a LabWare Data Analytics Innovation Center and accelerate the transformation of data into actionable knowledge. The acquisition allowed LabWare to expand its services and establish a global presence.In March 2022, Thermo Fisher Scientific, Inc. (US) and Symphogen (Denmark) announced the continuation of their collaboration to provide innovative tools and workflows for the efficient characterization of complex therapeutic proteins in biopharmaceutical discovery and development laboratoriesGet 10% Free Customization on this Report: https://www.marketsandmarkets.com/requestCustomizationNew.asp?id=250610373
Laboratory Information Management System (LIMS) Market Advantages:
Data Centralization and Organization: LIMS provides a centralized platform for storing, managing, and organizing laboratory data. It eliminates the need for manual record-keeping and paper-based systems, reducing the risk of errors, data loss, and inefficient workflows. LIMS enables laboratories to efficiently track samples, manage test results, and maintain comprehensive records, ensuring data integrity and facilitating easy access to information.Streamlined Workflows and Increased Efficiency: LIMS automates various laboratory processes, including sample registration, tracking, and analysis. It standardizes workflows, reduces manual intervention, and optimizes resource allocation, leading to increased operational efficiency, faster turnaround times, and improved productivity. LIMS also enables seamless collaboration among researchers and departments, facilitating information sharing and enhancing overall laboratory performance.Quality Control and Regulatory Compliance: LIMS incorporates built-in quality control measures and ensures adherence to regulatory standards and industry guidelines. It enables laboratories to implement standardized protocols, monitor quality parameters, and track instrument calibration and maintenance schedules. By automating data entry and validation, LIMS minimizes errors and supports compliance with regulatory requirements, such as Good Laboratory Practices (GLP) and ISO standards.Enhanced Data Analysis and Reporting: LIMS offers powerful data analysis and reporting capabilities, enabling laboratories to derive valuable insights from their data. It provides tools for data visualization, trend analysis, and statistical calculations, facilitating informed decision-making and driving scientific discoveries. LIMS also generates customizable reports and audit trails, simplifying data interpretation, and facilitating compliance reporting and regulatory audits.Scalability and Integration: LIMS systems are designed to scale with the evolving needs of laboratories. They can accommodate increasing sample volumes, expanding test menus, and changing regulatory requirements. LIMS also integrates with various laboratory instruments and systems, such as analytical instruments, electronic laboratory notebooks (ELNs), and laboratory automation systems, enabling seamless data transfer and interoperability.Data Security and Integrity: LIMS ensures data security and integrity by implementing robust access controls, user authentication, and data encryption. It safeguards sensitive and confidential information, protects against unauthorized access or data tampering, and maintains an audit trail of all activities. LIMS also provides data backup and disaster recovery mechanisms, minimizing the risk of data loss and ensuring business continuity.In summary, the Laboratory Information Management System (LIMS) market offers advantages such as data centralization, streamlined workflows, increased efficiency, quality control, enhanced data analysis, scalability, integration capabilities, and data security. These advantages make LIMS a crucial tool for laboratories, enabling them to operate more efficiently, improve data accuracy, and comply with regulatory standards while facilitating scientific advancements and innovation.
Laboratory Information Management System (LIMS) Market – Report Highlights:
The North American region offers potential growth opportunities for most product manufacturers, owing to its high per-capita healthcare expenditure and higher innovation in technologies in laboratory systems such as integration with ERP, CDS. Easy accessibility to advanced healthcare, growth in the number of biobanks are significant factors supporting the market growth.
In the latest edition, market sizing and forecasting has been done at a more granular level, also changes in trends and forecasts have been incorporated as per the market scenario.
Market Overview: This edition includes updated market dynamics and market ecosystems specific to the laboratory information management systemsmarket.Industry Trends: This new edition includes an updated market map, value chain analysis, revenue shift analysis, case studies, technology analysis, market ecosystem, regulatory landscape, Porter’s Five Forces analysis, and trends/disruptions impacting customers’ businesses that are specific to the laboratory information management system (LIMS) market.Company Profiles: In this edition, 25 players have been profiled, and the product portfolios of the key players have been updated. It also includes updated financial information from 2020 to 2023 (wherever available).Recent Developments: Recent developments help understand the market trends and growth strategies the key players adopt. For instance, partnerships and collaborations increased during 2020–2023 in this market. Therefore, updated information for the mentioned period is provided.Latest Product Portfolio: Tracking the products offered by the companies helps improve market segmentation analysis. This edition provides updated product portfolios of the companies profiled.Company Evaluation Quadrant: The updated company evaluation quadrant in this edition covers a comprehensive study of the key vendors offering laboratory information management systems. Vendors are placed in either of the four categories: stars, emerging leaders, participants, and pervasive players. The top 25 companies operating in the market have been evaluated in this section.Startup/SME Evaluation Quadrant: The updated startup/SME evaluation quadrant in this edition covers a comprehensive study of the startups/SMEs offering laboratory information management systems. Vendors are placed in either of the four categories: progressive companies, responsive companies, dynamic companies, and starting blocks. Seven startups/SMEs operating in the market have been evaluated in this section.Recession Impact: The current edition of the report considers the ongoing economic recession and provides an impact analysis of the same. Detailed qualitative insights for recession impact by region have been provided across the regional analysis section.Related Reports:
Lab Automation Market – Global Forecasts to 2028
Laboratory Information System Market – Global Forecasts to 2028
Healthcare Cloud Computing Market – Global Forecasts to 2027
Healthcare Analytics Market – Global Forecasts to 2027
Laboratory Informatics Market – Global Forecasts to 2026
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.
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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.

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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
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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.
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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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