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Edge AI Market to Hit USD 54.38 Bn by 2029 at a CAGR of 20.1 percent: Says Maximize Market Research

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Pune, June 29, 2023 (GLOBE NEWSWIRE) — A global Information Technology & Telecommunication business-consulting firm, Maximize Market Research, has delivered a market intelligence and competitive landscape report on the “Edge AI Market”. The report is a combination of primary data and secondary data and domain expert has analyzed the Edge AI Market from a local as well as a global point of view. Over the forecast period, Maximize Market Research expects the Edge AI market growth from USD 14.54 Bn in 2022 to USD 54.38 Bn in 2029 at a CAGR of 20.1 percent.

Edge AI Market Report Scope and Research Methodology

Market Size in 2022 USD 14.54 Bn.
Market Size in 2029 USD 54.38 Bn.
CAGR 20.1 percent (2022-2029)
Forecast Period 2022-2029
Base Year 2022
Number of Pages 276
No. of Tables 114
No. of Charts and Figures 112
Segment Covered Component, Application, Device Type, Data Sources and Industry
Regional Scope North America, Europe, Asia Pacific, Middle East and Africa, South America
Report Coverage Market Share, Size & Forecast by Revenue | 2022−2029, Market Dynamics, Growth Drivers, Restraints, Investment Opportunities, and Key Trends, Competitive Landscape, Key Players Benchmarking, Competitive Analysis, MMR Competition Matrix, Competitive Leadership Mapping, Global Key Players’ Market Ranking Analysis.

Request For Free Sample Report: https://www.maximizemarketresearch.com/request-sample/190417

Edge AI Market Report Scope and Research Methodology

The Edge AI market report includes the extensive usage of both primary and secondary data collection methods. The report involves various factors affecting the industry, including the competitive landscape, historical data, current trends in the market, upcoming technologies, and the market risks, opportunities, barriers, and challenges for the Edge AI market. For the competitive analysis of the Edge AI market, major industry players are mentioned by region, along with their price, financial standing, product, product portfolio, technical developments, mergers and acquisitions, joint ventures, and strategic alliances.

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The bottom-up approach was used to establish the Edge AI market size and its estimation by various segments. Component, Application, Device Type, Data Sources and Industry are the segments used to analyze Edge AI to determine the favorable and unfavorable aspects that affect market growth. Regional analysis of Edge AI market was conducted at a local, regional and global level to understand Edge AI market penetration, price and demand analysis and competitive landscape. The report offers fundamental information on the Edge AI market such as stakeholders, investors and new entrants used to develop marketing plans and investments. SWOT analysis was used to provide the strengths and weaknesses of the Edge AI Market while PESTLE was employed to understand the potential impact of the micro-economic factors affecting the Edge AI Market.

Edge AI Market Overview

Edge AI is a computing paradigm that combines artificial intelligence (AI) with edge computing. It includes deploying AI algorithms and models directly on edge devices including sensors, cameras, gateways, and edge servers. The concept of Edge AI emerged as a response to the increasing need for real-time data processing and analysis, particularly in scenarios where latency, bandwidth, privacy, and security are critical. By bringing AI capabilities to the edge of the network, Edge AI enables faster decision-making and analysis without the need for continuous connectivity to the cloud.

Edge AI Market Dynamics

Edge AI brings artificial intelligence capabilities directly to edge devices, allowing for real-time processing and this is especially used in applications where low-latency decision-making is critical such as industrial automation, autonomous vehicles and Internet of Things (IoT) deployments. As a result, the increasing demand for real-time and low-latency processing boosts the Edge AI Market growth. The increasing advancement of hardware technology such as edge computing devices, system-on-chips (SoCs), and specialized AI accelerators is the driving factor for the market growth. These hardware advancements enable the efficient execution of AI algorithms on resource-constrained edge devices and help to grow the market. The growth of IoT devices and data, increasing concerns about data privacy and security and increasing need for real-time analytics are also the fuelling factors for the Edge AI Market growth.

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The limited computing resources available on edge devices compared to cloud servers act as a major restraint for market growth. Data privacy and security and limited computational capabilities and connectivity on edge devices are also hampering factors for the market growth.

Get a Sample Copy of the Report: https://www.maximizemarketresearch.com/request-sample/190417

Edge AI Market Regional Insights

North America dominated the Edge AI Market in 2022 and is expected to maintain its dominance over the forecast period. Edge AI brings the power of artificial intelligence and machine learning algorithms closer to the data source, enabling real-time processing and analysis. This is particularly crucial for applications that need low latency including autonomous vehicles, industrial automation and healthcare. The increasing demand for real-time decision-making and immediate insights is driving the adoption of Edge AI technologies in the region. The proliferation of Internet of Things (IoT) devices, increasing concerns about data privacy and security, advancements in hardware technology, industry-specific applications and a supportive regulatory environment are also the boosting factors for the regional Edge AI market growth

Europe is a significantly growing region for the Edge AI market. The strong focus on data privacy and security and the significant adoption of Edge AI in sectors such as industrial automation, transportation, and smart cities are the influencing factors for regional market growth. The countries in Europe emphasize regulations including GDPR, which influence the development of Edge AI solutions.

Edge AI Market Segmentation

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By Component

  • Hardware
  • Software
  • Edge Cloud Infrastructure
  • Services

On the basis of the Component, the market is segmented into Hardware, Software, Edge Cloud Infrastructure and Services. The Hardware is expected to have significant growth for the Edge AI Market during the forecast period. Hardware components envelop the physical devices and equipment used in Edge AI deployments. This involves edge servers, gateways, IoT devices, sensors, cameras, AI accelerators, and specialized chips designed to help AI workloads. Hardware is used for the processing, storage, and connectivity capabilities needed at the edge.

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By Application

  • Video Surveillance
  • Access Management
  • Autonomous Vehicles
  • Energy Management
  • Others

Based on application, the market is categorized into Video Surveillance, Access Management, Autonomous Vehicles, Energy Management and Others. Video Surveillance is expected to grow at a significant CAGR for the Edge AI Market. Video surveillance is a widely adopted application of Edge AI. By deploying AI algorithms at the edge, video surveillance systems have been performing real-time video analytics, object detection and anomaly detection. Edge AI enables fast decision-making, minimizes bandwidth needs by transmission of only relevant video footage and enhances security and response times in critical situations.

By Device type

  • Smartphones
  • Cameras
  • Robots
  • Wearables
  • Smart speakers
  • Surveillance Cameras
  • Edge Servers
  • Smart Mirrors

By Data Sources

  • Mobile Data
  • Sensor Data
  • Biometric Data
  • Speech, Video and Image Recognition

By Industry

  • Automotive
  • Manufacturing
  • Healthcare
  • Energy and Utility
  • Consumer Goods
  • IT & Telecom
  • Others (Retail)

Edge AI Market Key Players Include:

  • Apple Inc. (United States)
  • Oracle Corporation (United States)
  • NVIDIA Corporation (United States)
  • Intel Corporation (United States)
  • Microsoft Corporation (United States)
  • General Electric Company (GE) (United States)
  • Honeywell International Inc. (United States)
  • Hewlett Packard Enterprise (HPE) (United States)
  • Amazon Web Services (AWS) (United States)
  • Advanced Micro Devices, Inc. (AMD) (United States)
  • Google LLC (United States)
  • Advanced Micro Devices, Inc. (AMD) (United States)
  • Xilinx, Inc. (United States)
  • Cisco Systems, Inc. (United States)
  • Dell Technologies Inc. (United States)
  • IBM Corporation (United States, but major presence in Europe)
  • IBM Corporation (United States, but major presence in Europe)
  • Accenture PLC (Ireland)
  • Siemens AG (Germany)
  • SAP SE (Germany)
  • Huawei Technologies Co., Ltd. (China)
  • Samsung Electronics Co., Ltd. (South Korea)
  • MediaTek Inc. (Taiwan)
  • NEC Corporation (Japan)

Get the Sample PDF of the Report: https://www.maximizemarketresearch.com/request-sample/190417

Key questions answered in the Edge AI Market are:

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  • What is Edge AI?
  • What was the Edge AI market size in 2022?
  • What is the growth rate of the Edge AI Market?
  • Which are the factors expected to drive the Edge AI market growth?
  • What are the different segments of the Edge AI Market?
  • What are the factors restraining the growth of the Edge AI Market?
  • What is the demand pattern of the Edge AI Market?
  • What major challenges could the Edge AI Market face in the future?
  • What segments are covered in the Edge AI Market?
  • Who are the key players in the Global Edge AI market?
  • What are the upcoming industry applications and trends for the Edge AI Market?

Key Offerings:

  • Past Market Size and Competitive Landscape (2018 to 2022)
  • Past Pricing and price curve by region (2018 to 2022)
  • Market Size, Share, Size & Forecast by different segment | 2023−2029
  • Market Dynamics – Growth Drivers, Restraints, Opportunities, and Key Trends by Region
  • Market Segmentation – A detailed analysis of the Component, Application, Device Type, Data Sources, Industry and Region
  • Competitive Landscape – Profiles of selected key players by region from a strategic perspective
    • Competitive landscape – Market Leaders, Market Followers, Regional player
    • Competitive benchmarking of key players by region
  • PESTLE Analysis
  • PORTER’s analysis
  • Value chain and supply chain analysis
  • Legal Aspects of Business by Region
  • Recommendations

Maximize Market Research is leading Information Technology & Telecommunication research firm, has also published the following reports:

Edge AI Software Market – The market size is expected to reach USD 3073.6 Mn by 2029 at a CAGR of 24.4 percent during the forecast period. The market is driven by the increasing adoption of edge computing, advancements in AI algorithms and models and the proliferation of IoT devices.

AI Sensor Market – The market size is expected to reach USD 23.86 Bn by 2029 at a CAGR of 35 percent during the forecast period. The market is driven by the growing Internet of Things ecosystem and increasing demand for automation.

Cloud Data Security Market – The market size is expected to reach USD 12.57 Bn by 2029 at a CAGR of 15.8 percent during the forecast period. The market is driven by the increasing number of internet users and the adoption of cloud-based services by various businesses.

Cloud Applications Market – The market size is expected to reach USD 1314 Bn by 2029 at a CAGR of 19 percent during the forecast period. The market is driven by increasing demand for data mobility, cost savings in IT infrastructure for businesses and increasing the use of the mobile-based app.

Artificial Intelligence of Things Market – The market size is expected to reach USD 57.05 Bn by 2029 at a CAGR of 22.7 percent during the forecast period. The market is driven by the increasing adoption of the Artificial Intelligence of Things in several industries and high investments in IoT technologies by government and key players.

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About Maximize Market Research:

Maximize Market Research is a multifaceted market research and consulting company with professionals from several industries. Some of the industries we cover include medical devices, pharmaceutical manufacturers, science and engineering, electronic components, industrial equipment, technology and communication, cars and automobiles, chemical products and substances, general merchandise, beverages, personal care, and automated systems. To mention a few, we provide market-verified industry estimations, technical trend analysis, crucial market research, strategic advice, competition analysis, production and demand analysis, and client impact studies.


GlobeNewswire is one of the world's largest newswire distribution networks, specializing in the delivery of corporate press releases financial disclosures and multimedia content to the media, investment community, individual investors and the general public.

Artificial Intelligence

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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Artificial Intelligence

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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Artificial Intelligence

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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