Modern radiology departments are overwhelmed by imaging volumes that far outpace the number of available radiologists. In emergency settings or large hospitals, each radiologist might read hundreds of images per day, leading to fatigue, longer turnaround times, and a higher risk of diagnostic error. The demand for speed and accuracy in diagnosis is higher than ever.Pixel for Radiology aims to address this challenge through advanced AI-driven image analysis.<h3>What is Pixel for Radiology?</h3>Pixel for Radiology is an AI-based image interpretation solution that supports radiologists by automating the detection and triage of anomalies in radiological scans. It uses&nbsp;deep convolutional neural networks (CNNs) - a type of AI algorithm especially suited to image recognition to detect specific patterns and features in medical images such as CT scans, MRIs, and X-rays.The system works by ingesting DICOM files (the standard format for medical imaging), preprocessing them for noise reduction and contrast normalization, and then running them through trained AI models. These models are capable of recognizing various abnormalities, including:<ul><li>Intracranial hemorrhages</li><li>Pulmonary embolisms</li><li>Lung nodules</li><li>Bone fractures</li><li>Soft tissue lesions</li></ul>After processing, the AI highlights suspicious areas on the image and provides a confidence score, which helps radiologists quickly identify priority cases and validate findings.<h3>How It Works Technically</h3><ol><li>Preprocessing: The system applies algorithms to standardize image intensity, segment anatomical regions (e.g., lung fields, brain matter), and align images for optimal analysis.</li><li>Deep Learning Inference: CNNs trained on labeled datasets of over 1 million images identify abnormalities. Techniques such as transfer learning and multi-scale analysis are employed to enhance performance across various modalities.</li><li>Heatmap Generation: The system produces attention maps using Gradient-weighted Class Activation Mapping (Grad-CAM), highlighting regions of interest.</li><li>Triage Logic: Based on urgency criteria (e.g., likelihood of stroke or embolism), the system reorders the radiologist’s worklist to ensure that critical cases are seen first.</li><li>System Integration: Outputs are seamlessly integrated into PACS (Picture Archiving and Communication System) and RIS (Radiology Information System), facilitating interaction within existing hospital workflows. &nbsp;</li></ol><h3>Real-World Case Study</h3>At a tertiary-care trauma center in South Korea, Pixel for Radiology was deployed to assist with non-contrast head CTs in the emergency department. Within two months of implementation:<ul><li>Diagnostic reporting times for critical head injuries dropped from 25 minutes to 14 minutes</li><li>Sensitivity for detecting subtle intracranial hemorrhage improved from 89% to 96%</li><li>Radiology staff reported increased confidence during high-volume night shifts</li></ul><h3>Pros and Cons of Pixel for Radiology</h3><figure class="image"><img src="https://vmo-ho-web-global.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1754541802413-map.png"></figure><h3>How VMO Can Help</h3><a href="https://vmogroup.com/services/ai">VMO - An ALTEN company</a>, specializes in developing and deploying medical imaging AI solutions like Pixel for Radiology. We offer:<ul><li>Model customization and retraining with your data</li><li>PACS/RIS integration and hospital IT infrastructure compatibility</li><li>Clinical-grade data annotation and quality assurance</li><li>Regulatory compliance for HIPAA, GDPR, and PDPA</li></ul>If your hospital or imaging center is exploring AI to enhance diagnostic performance, VMO has the technical and clinical know-how to bring it to life. &nbsp;

Modern radiology departments are overwhelmed by imaging volumes that far outpace the number of available radiologists. In emergency settings or large hospitals, each radiologist might read hundreds of images per day, leading to fatigue, longer turnaround times, and a higher risk of diagnostic error. The demand for speed and accuracy in diagnosis is higher than ever.

From Backlog to Breakthrough:AI in Radiology That Saves Time and Lives

Modern radiology departments are overwhelmed by imaging volumes that far outpace the number of available radiologists.

from-backlog-to-breakthrough-ai-in-radiology-that-saves-time-and-lives

<h2>AI Meets Cancer Care: Pixel for Oncology in Action</h2>Enter&nbsp;Pixel for Oncology: a transformative AI solution that redefines how tumors are detected, measured, and monitored. From initial diagnosis to post-treatment follow-up, this technology empowers clinicians with accurate, repeatable, and explainable imaging insights at scale.At&nbsp;VMO – An ALTEN Company, we collaborate closely with healthcare innovators to bring such solutions to reality. Leveraging deep expertise in medical imaging, AI model development, and hospital systems integration, VMO helps healthcare providers deploy advanced technologies like Pixel for Oncology, tailored to their clinical needs, compliant with regulations, and scalable across departments.In this blog, we dive into the core of Pixel for Oncology: how it works, where it excels, and what it means for the future of cancer care.<h3>The Oncology Imaging Challenge</h3>Oncologists and radiologists must track tumors with extreme precision over multiple imaging sessions. This process is not only labor-intensive but also prone to variability; different clinicians may measure tumors slightly differently, leading to inconsistencies in treatment assessment.Additionally, manually applying evaluation frameworks such as RECIST (Response Evaluation Criteria in Solid Tumors) is time-consuming and error-prone.Pixel for Oncology brings AI automation into cancer imaging, offering precise, reproducible, and clinically useful insights across the entire cancer care continuum.<h3>What is Pixel for Oncology?</h3>Pixel for Oncology is an AI solution designed for tumor detection, segmentation, and treatment response monitoring. Built on&nbsp;3D Convolutional Neural Networks (3D-CNNs) and&nbsp;transformer-based architectures, it processes volumetric scans (CT, PET, MRI) to locate, measure, and compare lesions over time.The solution is tailored for cancers, including:<ul><li>Lung cancer</li><li>Breast cancer</li><li>Liver and colorectal cancer</li><li>Prostate cancer</li><li>Lymphomas and metastases</li></ul>It automates RECIST evaluations, longitudinal comparisons, and structured reporting, enhancing consistency and accelerating clinical workflows.<h3>Technical Workflow</h3><ol><li>Image Normalization: Input DICOM scans are standardized in terms of orientation, intensity values, and voxel spacing.</li><li>Tumor Segmentation: The AI uses deep learning models to detect and delineate tumor boundaries at voxel-level precision. Training includes thousands of expert-annotated cases.</li><li>Volumetric Measurement: Algorithms compute tumor volume, cross-sectional area, and changes over time, using 3D reconstruction.</li><li>RECIST Classification: Automatically categorizes response as Complete Response (CR), Partial Response (PR), Stable Disease (SD), or Progressive Disease (PD) based on lesion dynamics.</li><li>Structured Report Generation: Outputs consistent, machine-readable summaries that can be reviewed by oncologists, pathologists, or shared across multidisciplinary teams. &nbsp;</li></ol><h3>Real-World Case Study</h3>A cancer institute in Singapore piloted Pixel for Oncology for follow-up CTs in non-small cell lung cancer (NSCLC) patients. Within three months:<ul><li>Follow-up reporting time dropped from 18 minutes to 8 minutes</li><li>Inter-observer variability in lesion measurement reduced by 45%</li><li>Tumor board discussions were shortened by 30% due to standardized reports and AI-suggested trends</li></ul><h3>Pros and Cons of Pixel for Oncology</h3>Pros:<ul><li>High Precision: AI detects and measures tumors with greater consistency than manual approaches.</li><li>Improved Workflow: Structured, automated RECIST scoring reduces the cognitive burden on radiologists.</li><li>Better Monitoring: Enables consistent tracking across timepoints, reducing guesswork in longitudinal assessments.</li><li>Clinical Trial Ready: Standardized outputs make it ideal for research and drug trials.</li></ul>Cons:<ul><li>Edge Case Sensitivity: Post-treatment changes like scarring or implants may confuse the model without proper tuning.</li><li>Training Data Dependency: Accuracy is highest when local data and clinical practices match the training set.</li><li>Interpretability Gap: Oncologists must be trained to understand AI outputs, especially in complex edge cases.</li><li>Regulatory Pathways: Full CE/FDA approval may be required for clinical decision-making use in some regions.</li></ul><h3>How VMO Can Help</h3>VMO supports hospitals, cancer centers, and research institutes in:<ul><li>Developing oncology-specific AI tools tuned to your imaging protocols</li><li>Integrating with clinical systems like PACS, EMR, and tumor board software</li><li>Deploying AI via cloud or on-prem infrastructure with data protection</li><li>Supporting structured annotation and data pipeline development for clinical trials</li></ul>If you want to explore AI for tumor tracking and cancer care automation, we’d love to help.

Enter Pixel for Oncology: a transformative AI solution that redefines how tumors are detected, measured, and monitored. From initial diagnosis to post-treatment follow-up, this technology empowers clinicians with accurate, repeatable, and explainable imaging insights at scale.

AI Meets Cancer Care: Pixel for Oncology in Action

At VMO – An ALTEN Company, we collaborate closely with healthcare innovators to bring such solutions to reality.

ai-meets-cancer-care-pixel-for-oncology-in-action

VMO Impresses at Japan IT Week 2025&nbsp;On April 23–25, <a href="https://www.facebook.com/vmojp?__cft__[0]=AZUiY1ZVayj2tZOlbWio1anjNykONbKJI9Qnyyz2M-f_E1JfYIpH5GNtT-G4eOH8AmBTY1vYYyaEdE1CwfjT6W-NZksj5Cn2Nch6AGlPTp2fcwn1FVrX67D8otjQUYFF31ObSJOmiAE7zqlzGUAYm--l&amp;__tn__=-]K-R">VMO Japan</a> participated in Japan IT Week, one of Japan’s major tech events, with the goal of connecting and expanding international partnerships.At the event, VMO also showcased its AI capabilities with the theme “Drive the AI - Guide to Innovate.”VMO Japan introduced a custom-built chatbot similar to ChatGPT with a unique twist: it featured real-time voice and video interactions, with a live human - a VMO staff member - role-playing as the chatbot.

On April 23–25, VMO Japan participated in Japan IT Week, one of Japan’s major tech events, with the goal of connecting and expanding international partnerships.

At the event, VMO also showcased its AI capabilities with the theme “Drive the AI - Guide to Innovate.” 
VMO Japan introduced a custom-built chatbot similar to ChatGPT with a unique twist: it featured real-time voice and video interactions, with a live human - a VMO staff member - role-playing as the chatbot.

#VMOHoldings #VMOJapan #JapanITWeek

VMO Impresses at Japan IT Week 2025

On April 23–25, VMO Japan participated in Japan IT Week, one of Japan’s major tech events

vmo-impresses-at-japan-it-week-2025

WRAP-UP WORKSHOP: "THE JOURNEY TO WINNING CUSTOMER TRUST"On February 25th, VMO held an internal workshop "The Journey to Winning Customer Trust", where our experienced Sales &amp; PM teams shared valuable hands-on insights: ☑️ Mastering seamless collaboration in large-scale projects ☑️ Strengthening communication strategies and effective risk management ☑️ Gaining real-world experience and optimizing execution efficiency ☑️ Enhancing teamwork and fostering strong coordination among members The workshop equipped VMO team members with practical insights, enhancing their understanding of customer expectations and enabling them to deliver optimal results. At VMO, we believe in building strong connections within our organization to achieve the best results. These sharing sessions are a key part of our culture, helping us grow together and deliver excellence to our customers.

On February 25th, VMO held an internal workshop "The Journey to Winning Customer Trust", where our experienced Sales & PM teams shared valuable hands-on insights

WRAP-UP WORKSHOP: "THE JOURNEY TO WINNING CUSTOMER TRUST"

On February 25th, VMO held an internal workshop "The Journey to Winning Customer Trust"

wrap-up-workshop-the-journey-to-winning-customer-trust

𝐇𝐚𝐩𝐩𝐲 𝐈𝐧𝐭𝐞𝐫𝐧𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐖𝐨𝐦𝐞𝐧’𝐬 𝐃𝐚𝐲!&nbsp; On this special day, VMO Holdings honors the incredible women who inspire, lead, and innovate in every field, especially in technology. Your dedication, creativity, and resilience drive progress and make the world a better place.&nbsp; To all the amazing women at VMO and beyond, thank you for your hard work and passion. May you always shine and achieve greater heights! Let’s take a look at the beautiful moments from our series of activities celebrating International Women’s Day with our gorgeous ladies! Everything comes together to create a truly memorable 8/3 celebration!

On this special day, VMO Holdings honors the incredible women who inspire, lead, and innovate in every field, especially in technology. Your dedication, creativity, and resilience drive progress and make the world a better place.

𝐇𝐚𝐩𝐩𝐲 𝐈𝐧𝐭𝐞𝐫𝐧𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐖𝐨𝐦𝐞𝐧’𝐬 𝐃𝐚𝐲!

On this special day, VMO Holdings honors the incredible women who inspire, lead, and innovate in every field, especially in technology.

𝐇𝐀𝐏𝐏𝐘 𝐈𝐍𝐓𝐄𝐑𝐍𝐀𝐓𝐈𝐎𝐍𝐀𝐋 𝐖𝐎𝐌𝐄𝐍'𝐒 𝐃𝐀𝐘!

𝐇𝐚𝐩𝐩𝐲-𝐈𝐧𝐭𝐞𝐫𝐧𝐚𝐭𝐢𝐨𝐧𝐚𝐥-𝐖𝐨𝐦𝐞𝐧’𝐬-𝐃𝐚𝐲

As AI continues to arise, beyond the familiar tools like ChatGPT, a new wave of multi-agent AI frameworks is emerging. These platforms LangGraph, CrewAI, and AutoGen are designed to create AI networks that collaborate, solve complex problems, and automate tasks efficiently.In this article, let’s explore what these 03 technologies are and which one best fits your needs.<h2 style="margin-left:2.4rem;">LangGraph - Building a flexibility AI Agents networks</h2><figure class="image image_resized" style="width:47.26%;"><img src="https://media.licdn.com/dms/image/v2/D5612AQH1DmXNT3ODXA/article-inline_image-shrink_1000_1488/B56ZWsYI13HEAQ-/0/1742353764192?e=1748476800&amp;v=beta&amp;t=NkL84XISbWLwFupmyEVbtZRPwiVdeCGG1omLwBssAiw" alt=""></figure>LangGraph enables you to build a networked multi-agent system where AI agents interact and collaborate to solve complex problems. Instead of functioning as standalone assistants, these AI agents form a structured workflow, making it easier to automate decision-making processes, research tasks, and customer interactions.✅ Best suited for: Developers, AI researchers, NLP Engineers, Businesses looking to automate processes🎯 Ideal for position such as: Research assistant, Finance analyst, Customer services automation.What is LangGraph's strength?<ul><li>Graph-based workflow modeling - Allows for structured AI interactions with defined logic</li><li>Easily integration with LangChain - Works with existing AI application frameworks</li><li>Support complex, sequential AI tasks - Enables AI-driven decision-making and automation</li></ul><h2 style="margin-left:2.4rem;">CrewAI - smart AI tool for teamwork</h2><figure class="image image_resized" style="width:49.74%;"><img src="https://media.licdn.com/dms/image/v2/D5612AQFClM-A7tdHNg/article-inline_image-shrink_1500_2232/B56ZWsZYCkHsAY-/0/1742354088639?e=1748476800&amp;v=beta&amp;t=BP01Wp5JJtnun6_AVm6QYDVga4SubgOiDM6ri_1IAdc" alt=""></figure>CrewAI allows the creation of an “AI-powered team where each agent takes on a different role. For example: AI-driven content creation, research, quality auditing - all in one in a project. CrewAI helps streamline project workflows by distributing tasks among multiple agents.✅ Best suited for: anyone who need AI assistance for in-depth research and execution.🎯 Ideal for roles such as: Marketing, sales, customer service, software development.What is CrewAI’s strength?<ul><li>Collaboration between AI agents with specialized roles – Mimics a human team working together.</li><li>Reduces time spent on task management and coordination – AI agents autonomously divide work and complete it efficiently.</li><li>Requires minimal programming knowledge – Simple setup for structured AI workflows.</li></ul><h2 style="margin-left:2.4rem;">AutoGen - AI with autonomous decision-making</h2><figure class="image image_resized" style="width:50.33%;"><img src="https://media.licdn.com/dms/image/v2/D5612AQFFUb3NQRNoeQ/article-inline_image-shrink_1000_1488/B56ZWsZp.NHsAU-/0/1742354162102?e=1748476800&amp;v=beta&amp;t=DI1OBM2zUzDF4n9zQQ8NfPkKyIvzH1oHA_kgX6FCbQE" alt=""></figure>AutoGen helps create an advanced AI system that has self-discuss, negotiates and solves tasks without humans interfering. Instead of requiring predefined task breakdowns, AutoGen’s AI agents will handle it by internal dialogue.✅ Best suited for:<ul><li>Users who want AI thinks independently &amp; finds solutions without requiring step-by-step instructions</li><li>Users who want AI autonomously collaborates &amp; optimizes workflows (e.g., AI-assisted coding, AI-generated reports, etc)</li></ul>🎯 Ideal for position such as: Data analysis, project planning, strategic decision-making.What is AutoGen’s strength?<ul><li>AI-to-AI communication – Agents interact and refine solutions through internal dialogues.</li><li>Optimizes research, planning, and complex problem-solving tasks – Reduces the need for manual oversight.</li><li>Easily integrates with current LLM models – Works with existing AI ecosystems.</li></ul><h2 style="margin-left:2.4rem;">Which Multi-Agent AI Platform should you choose?</h2>👉 Use LangGraph if you need a structured, graph-based AI system for workflow automation and AI-driven decision-making👉 Use CrewAI if you need a collaborative AI team to handle diverse tasks efficiently while keeping control over individual roles👉 Use AutoGen if you want an AI system that thinks, negotiates, and acts autonomously without step-by-step instructionsMulti-agent AI will be the next big thing in the AI wave in 2025. If you're looking to integrate AI into your workflows, start exploring these platforms today!Follow VMO’s newsletter to keep updated with the latest next-gen technology0

As AI continues to arise, beyond the familiar tools like ChatGPT, a new wave of multi-agent AI frameworks is emerging. These platforms LangGraph, CrewAI, and AutoGen are designed to create AI networks that collaborate, solve complex problems, and automate tasks efficiently. In this article, let’s explore what these 03 technologies are and which one best fits your needs.

Multi-Agent AI - Which Platform is Best for You?

Let’s explore what these 03 technologies are and which one best fits your needs

multi-agent-ai-which-platform-is-best-for-you

On April 1, 2021, VMO Holdings Technology Joint Stock Company (VMO) held a Ceremony to announce its Vision, Mission &amp; Core Values which has been solidified during the past 10 years of establishment and development. On that enduring journey full of proud milestones was the great leadership of the Board of Directors, in alignment with the consensus of all the members of VMO.&nbsp;Along with the outstanding development and growth, VMO embraces the goal of meeting an increasingly rigorous requirements of the IT market, conquering the satisfaction of significant customers in various large-scale projects. Above all lies the ultimate development goal of VMO, closely tied with its core values, lofty mission, and new vision to bring VMO to a new position, increase its influence and spread more good values to the community.In parallel with the investment and development of human resources and technology, VMO clearly understand the desires and ideal that company needs to implement to make VMO a global technology company. VMO officially announce its Mission, Vision &amp; Core values Statement:&nbsp;OUR VISION&nbsp;To be recognized as a Global Leading IT Company<ul><li>To actualize the innovative idea of clients around the world with professional software development and business consultation services.</li></ul>OUR MISSIONFrom Idea to Reality, From Goodwill to Impact<ul><li>VMO turn&nbsp;the&nbsp;ideas of the clients&nbsp;into valuable products that actively contribute for the betterment of the society.</li></ul>OUR CORE VALUESDesire<ul><li>Desire is the aspiration to achive greatness. We desire, we change, we thrive.</li></ul>Transparency<ul><li>&nbsp;VMO Holdings embraces transparency. Internally, we make sure that every voices are listened. To clients, we build the relationship with goodwill and trust. Transparency is the foundation of sustainable development.</li></ul>Conscientiousness<ul><li>We treat each task&nbsp;with&nbsp;passion and enthusiasm. Dedication is the secret of outstanding efficiency.</li></ul>Synergy&nbsp;<ul><li>We&nbsp;are group&nbsp;of&nbsp;different personalities with a same will&nbsp;and common goal. Synergies is the engine of great teamwork.</li></ul>VMO Holdings Technology Joint Stock Company hopes that a new vision, mission, and core values will serve to achieve company’s development goals, bring company to a new position, upgrade its corporate culture, and create useful values to contribute to the development of global humanity.

On April 1,  VMO officially announced vision, mission and Core values Statement

VMO ANNOUNCED VISION, MISSION, CORE VALUES

vmo-announced-vision-mission-core-values

Since its inception, the internet has experienced tremendous technological and infrastructural progress to achieve its current appearance and performance. It has steadily developed from a tool for information exchange to a worldwide participatory platform with virtually limitless possibilities.Access to a global market via an interactive and dynamic Web 3.0 has helped businesses to expand and develop. The internet has gone a long way in recent years, but it's vital to look back to understand the essence and mechanism of Web3 and how it got there.<h2>Do you know about the definition of Web 3.0?</h2>Web 3.0 is a term that was coined by Tim Berners-Lee to describe the third generation of the World Wide Web.Not easy to pin down a clear description of Web 3.0 - also known as Web3- because it continues to be a collection of concepts. To definite it in the simplest way, Web 3.0 is a technology that offers a fair, open, and transparent network where users can communicate without worrying about their privacy or security. By fusing the strength of artificial intelligence and Big Data with the ability to make the website semantic, the web version will be intelligent on the internet.Many people consider Web 3.0 as the fourth industrial revolution because of its massive impact on many industries, including finance, healthcare, retail, and education. Blockchain, with its unique mechanism, will be enabled to become more human by Web 3.0. Blockchain will change the way data is gathered and maintained on the internet. The technology will pull together all the focused data and turn it into information that cannot be hacked or reproduced with the assistance of Al and IoT.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1663305385567-Web%203.0%20and%20its%20huge%20impact%20on%20the%20Future%20of%20Technology%202%20-%20VMO%20Holdings.jpg"></figure><h2>&nbsp;</h2><h2>What Are the Key Features of Web 3.0?</h2>The emergence of blockchain technology and distributed ledger systems is driving Web 3.0. It will allow for new forms of applications that are not now possible with current web technology. Created on top of decentralized networks, which are less susceptible to censorship and outages, Web3 is a more open and accessible platform for innovation.The digitalization of assets via tokenization is critical to Web 3.0 innovation. Tokenization is the process of transforming assets and rights into a digital representation, or token, on a blockchain network. For starters, consumers will like selling their data to individuals. They will do so while retaining control and privacy of the data. Furthermore, web 3.0 will enable websites to make better use of data.Key to the innovation in Web 3.0 is the digitization of assets via tokenization. Tokenization converts assets and rights into a digital representation, or token, on a blockchain network.&nbsp;Below are the outstanding main features that can help us define Web 3.0:<ol><li>Semantic Web:&nbsp; Enhances web technologies' capacities to produce, share, and link material via search and analysis by comprehending the meaning of words rather than keywords or numbers.</li><li>Artificial Intelligence: Computers may grasp information on a human-like level by merging semantic skills with natural language processing, allowing them to give faster and more relevant results. As a result, they grow more intelligent and better meet the demands of consumers.</li><li>Connectivity: Because of semantic metadata, information is more linked in Web 3.0. As a result, the user experience transforms into a new level of connectedness that makes full use of all accessible data.</li><li>Ubiquity: Internet information and services are allowed to be ready for access from any device, rather than just PCs and smartphones. Previous editions of Web like Web 2.0 is already pervasive in many ways, but the proliferation of IoT devices will set the new bar for it.</li><li>Blockchain: User data is safeguarded and encrypted using blockchain technology. It prohibits major corporations from controlling and/or exploiting customers' personal data.</li><li>Decentralized: Decentralized data networks store data within a peer-to-peer interconnection. Users maintain ownership over their data and digital assets and are able to log in securely over the internet without being tracked.</li><li>Edge Computing: Web 3.0 relies on the advancement of edge computing, which processes apps and data at the network edge on devices such as mobile phones, computers, appliances, sensors, and even automobiles.</li></ol>&nbsp;<h2>How to Make Your Business More Competitive with Web 3.0</h2>Web 3.0 may help businesses in a variety of ways. Let's look at some of the spotlights where your business might benefit from new technology:<h3>Customer Relationship Management:</h3>Customer Relationship Management (CRM) has always been a central focus for businesses and with good reason. Understanding customer needs and desires is essential for delivering tailored services and offers that will lead to increased sales and loyalty. However, traditional CRM methods have often been limited by the data available, making it difficult to gain a truly holistic view of the customer.Web 3.0 promises to change that, by providing businesses with access to a wealth of new data sources. Through social media, browsing history, and other data sources, businesses will be able to gain a much deeper understanding of their customers. This will allow them to offer customized services that are much more likely to resonate with customers. In turn, this will lead to improved customer relationships and increased sales. Web 3.0 thus has the potential to revolutionize CRM and transform the way businesses interact with their customers.<h3>Supply Chain Management:</h3>SCM is the process of planning, implementing, and controlling the operations of a supply chain. It includes the movement and storage of raw materials, work-in-progress, and finished goods. Supply chains are used to produce and deliver products and services to customers. A key goal of SCM is to optimize the flow of materials, information, and finances across the supply chain to meet customer demand.In recent years, there has been a shift from traditional supply chains to more decentralized Supply Chain Networks (SCNs). SCNs are composed of a network of suppliers, manufacturers, distributors, retailers, and other members that are connected through information and communication technologies.Web 3.0 is the next generation of the World Wide Web that is being developed based on Semantic Web technologies. It will be a more intelligent and user-centric web where data is interconnected and can be processed by machines. The decentralized nature of Web 3.0 will make Supply Chains more efficient and secure. This will reduce costs and improve the quality of products and services.<h3>Data Management:</h3>The use of the internet has already transformed the way businesses operate. With the advent of Web 3.0, we are likely to see even more radical changes. One area that is likely to be affected is data management. The increased ability to share and collaborate on data is likely to lead to new business models based on data sharing and collaboration. This will allow businesses to better manage their data and use it to improve their products and services. Data-driven businesses will be able to create new value propositions and offer new services that were not previously possible. In addition, the increased use of data will allow businesses to better understand their customers and tailor their products and services to meet their needs. The possibilities are endless, and we are only just beginning to scratch the surface of what Web 3.0 will make possible.<h3>Marketing and Advertising:</h3>Web 1.0 was focused on providing information and Web 2.0 allowed for two-way interaction, Web 3.0 is all about giving users a personalized experience. This shift is already having an impact on marketing and advertising. By creating a more personalized user experience, Web 3.0 makes it possible for marketers to reach their target audiences more effectively. As a result, we will see increased sales and brand awareness from companies that will opt for Web 3.0 technologies. In the future, we can expect more companies to make the switch to Web 3.0, to stay ahead of the competition and better meet the needs of their customers.<h2>&nbsp;</h2>

Access to a global market via an interactive and dynamic Web 3.0 has helped businesses to expand and develop. It's vital to understand the essence and mechanism of Web3.

Do you know about Web 3.0 and its ability to change the Future of the Internet?

Access to a global market via an interactive and dynamic Web 3.0 has helped businesses to expand and develop.

web-3-0-and-its-huge-impact-on-the-future-of-technology

By reading this article, you will gain valuable insights into the significant advantages of enlisting the expertise of a skilled SAP logistics consultant. It will provide a clear understanding of how such consultants can revolutionize logistics functions, leading to cost reduction, improved operational efficiency, and remarkable professional achievements.

SAP Logistics: Unlocking the Key Benefits, Strategies & Best Practices

This article explores the concepts of SAP logistics business processes and emphasizes the importance of logistics in supply chain optimization

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