Artificial Intelligence (AI) has revolutionized the way healthcare professionals interpret X-rays, CT scans, MRIs, and histopathology slides. Behind the simple “AI detected abnormality” result lies a complex, multi-stage process powered by computer vision, machine learning, and medical domain expertise.In this article, we’ll explore the technology behind AI medical imaging, walk through a real case study, and show how&nbsp;VMO delivers world-class AI healthcare solutions.<h2>How AI “Sees” Medical Images</h2>AI medical imaging pipelines typically involve&nbsp;five core steps:<h3>Step 1: Data Acquisition &amp; Preprocessing</h3><ul><li>Modality Support: AI can work with various imaging formats - DICOM for CT/MRI, TIFF for pathology slides, and PNG/JPEG for ultrasound exports.</li><li>Noise Reduction: Algorithms like Gaussian smoothing or Non-Local Means filtering remove grain and artifacts.</li><li>Normalization: Adjusts brightness/contrast and scales pixel values to ensure consistent inputs.</li><li>Resizing &amp; Cropping: Standardizing resolution (e.g., 512×512 pixels for CT) while keeping key anatomy intact. Example: In CT brain scans, preprocessing can remove bone shadows so the AI focuses on brain tissue.</li></ul><h3>Step 2: Feature Extraction with Deep Learning</h3>Modern AI models - especially&nbsp;Convolutional Neural Networks (CNNs)v - automatically learn complex patterns:<ul><li>Edge Detection: Identifying organ boundaries and lesion shapes.</li><li>Texture Analysis: Spotting abnormal tissue patterns.</li><li>Multi-scale Processing: Detecting both large tumors and microcalcifications.</li></ul>Popular architectures include:<ul><li>ResNet / DenseNet: For general medical image classification.</li><li>U-Net: For precise segmentation of lesions or organs.</li><li>Vision Transformers (ViT): For handling high-resolution images with global context.</li></ul><h3>Step 3: Detection, Segmentation &amp; Classification</h3><ul><li>Object Detection Models (e.g., Faster R-CNN, YOLOv8): Locate regions of interest (ROI) like tumors or hemorrhages.</li><li>Segmentation Models: Create pixel-level maps to outline disease boundaries.</li><li>Classification Models: Predict disease type or severity (e.g., “COVID-19 positive” vs. “negative” on chest X-ray).</li></ul><h3>Step 4: Clinical Context Integration</h3>AI alone can’t make a diagnosis, it must integrate:<ul><li>Patient metadata (age, sex, lab results).</li><li>Historical scans for progression analysis.</li><li>Radiology report generation using NLP to ensure the output is clinically actionable.</li></ul><h3>Step 5: Human-AI Collaboration</h3>The AI’s findings are reviewed by radiologists:<ul><li>AI assists in triaging urgent cases first.</li><li>Radiologists confirm or adjust AI annotations.</li><li>Feedback is used to&nbsp;continuously retrain and improve the model.</li></ul><h2>Real Case - AI for Stroke Detection &amp; Prioritization</h2>Scenario: In a large urban hospital, emergency CT scans are processed by an AI model trained to detect&nbsp;large vessel occlusion (LVO) in stroke patients.Workflow:<ol><li>Scan Acquisition: A patient arrives with stroke symptoms. CT angiography (CTA) images are uploaded to PACS.</li><li>AI Processing: The model runs a&nbsp;U-Net segmentation + classification head to identify arterial blockages.</li><li>Alert System: If LVO is detected, an alert is sent to the neurologist’s smartphone within&nbsp;3 minutes.</li><li>Outcome: The patient is sent directly to interventional radiology for thrombectomy, reducing treatment delay by&nbsp;25–40 minutes.</li></ol>Impact:<ul><li>Door-to-treatment time drops significantly.</li><li>Improves survival rates and reduces long-term disability.</li></ul><h2>How VMO Delivers AI Healthcare Solutions</h2>At&nbsp;VMO - An ALTEN Company, we build&nbsp;end-to-end AI medical imaging platforms that combine cutting-edge technology with regulatory compliance.<h3>Our Capabilities:</h3><ul><li>Custom AI Model Development: CNN, Transformer, and hybrid architectures for radiology, pathology, and dermatology.</li><li>PACS/RIS Integration: Seamless plug-in to existing hospital workflows.</li><li>Regulatory Compliance: HIPAA, GDPR, PDPA ready.</li><li>Edge &amp; Cloud Deployment: Optimized for both on-prem hospital servers and secure cloud environments.</li><li>Continuous Learning: Active learning loops for model updates without full retraining.</li></ul><h3>VMO Case Example – AI Oncology Imaging</h3>We developed an AI pipeline for a regional cancer center:<ul><li>Multi-modal input: Histopathology slides + MRI scans.</li><li>Tasks: Tumor segmentation, stage classification, and treatment response tracking.</li><li>Results: Improved detection sensitivity by&nbsp;14% and reduced reporting time by&nbsp;33%.</li><li>Deployment: Hybrid cloud to ensure scalability and compliance.</li></ul>The Future - Beyond DetectionThe next frontier is&nbsp;AI-powered precision medicine:<ul><li>Predicting tumor growth patterns.</li><li>Personalized treatment recommendations.</li><li>Integrating genomic + imaging data for holistic patient profiles.</li></ul>VMO is already working with hospitals and healthtech firms in&nbsp;Singapore, Vietnam, and Europe to bring these capabilities to life.

Artificial Intelligence (AI) has revolutionized the way healthcare professionals interpret X-rays, CT scans, MRIs, and histopathology slides. Behind the simple “AI detected abnormality” result lies a complex, multi-stage process powered by computer vision, machine learning, and medical domain expertise.

The Science of Seeing: AI Models in Medical Images

the-science-of-seeing-ai-models-in-medical-images

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

The rapid advancement of AI shows a significant shift from a basic content generation to a more sophisticated autonomous execution, which is suitable for businesses looking for automated complex processes and data-driven decisions in just a minute.With the emergence of Agentic AI and its mass influence, is this the next big trend?<h2 style="margin-left:2.4rem;">What is Agentic AI?</h2>As a new part of AI (artificial intelligence), Agentic AI is rising as a promising star that has the ability of reinforcement learning, self-awareness in language and decision-making based on the context as well. Especially, Agentic AI could have magical talents that divide all the difficult missions into small steps to manage and execute well.<h2 style="margin-left:2.4rem;">How does Agentic AI work?</h2><figure class="image image_resized" style="width:46.32%;"><img src="https://media.licdn.com/dms/image/v2/D5612AQEUreQeeQPLKQ/article-inline_image-shrink_1500_2232/B56ZVrA3j4GQAU-/0/1741257145085?e=1748476800&amp;v=beta&amp;t=BsGDv53OAFJx0Y52S2yfVBfcYM5BU1ufs6Rm0xmG4iU"></figure>To understand in the easiest way, Agentic AI need to walk through 4 stages to solve the problem efficiently:<ol><li>Analysis and Perceive: Understand the context, data &amp; environment</li><li>Goal Setting and Planning: Set the target, take the action</li><li>Decision Making and Action: Automatically make optimal choices</li><li>Learning and Adjusting: Improve through trial and error, constantly update strategy</li></ol>Through these processes, Agentic AI could run with flexibility, independently and continuously optimize and do not need any input from humans.<h2 style="margin-left:2.4rem;">How can Agentic AI Benefit Businesses?</h2><figure class="image image_resized" style="width:45.94%;"><img src="https://media.licdn.com/dms/image/v2/D5612AQG-ifQmFAXnSg/article-inline_image-shrink_1500_2232/B56ZVrBQ6WGQAY-/0/1741257250023?e=1748476800&amp;v=beta&amp;t=-L8TNTnLb8vASBfbaC29kZ2xKxU_JoWjMxQ7_DEULIQ"></figure>With the fast pace of these next-gen technology, how can Agentic AI support the businesses?<ol><li>Automating complex processes: handle tasks easily without human’s impact</li><li>Enhancing customer experience: learning and response promptly in real time with a personalized message.</li><li>Optimizing operational costs: reduces resources and improves efficiency.</li><li>Supporting strategic decision-making: provides deep data insights to give a hend for businesses to make faster and more accurate decisions.</li></ol>Agentic AI can be applied into a range of industries, such as finance (automated portfolio management), e-commerce (personalized customer experiences) or manufacturing (supply chain optimization).<blockquote>Currently, users can have a trial to reach and experience Agentic AI to create diversity content and image, or make a decision with these applications below:</blockquote><ul><li>LangGraph: a tool for building multi-agent AI systems that can collaborate, make decisions based on structured workflows, and automate complex tasks such as virtual assistants, intelligent chatbots, or self-operating AI systems.</li><li>CrewAI: a framework for building AI agent teams that work together to complete complex tasks efficiently, making it ideal for workflow automation, research assistants, and business process optimization.</li><li>AutoGen: a framework that enables the creation of AI agents that can autonomously collaborate, make decisions, and optimize workflows, making it useful for automating research, coding, and business processes.</li></ul>Note: These tools require the user to have programming knowledge and the ability to set up a development environment to deploy and use effectively.Agentic AI is more than just a technological trend, it is becoming a critical part of digital transformation strategies. With the emergence of various technologies, it is essential for businesses to keep pace with these trends and integrate them into daily operations.Follow VMO’s newsletter to keep updated with the latest next-gen technology!

The rapid advancement of AI shows a significant shift from a basic content generation to a more sophisticated autonomous execution, which is suitable for businesses looking for automated complex processes and data-driven decisions in just a minute. With the emergence of Agentic AI and its mass influence, is this the next big trend?

Is Agentic AI the Next Big Trend?

With the emergence of Agentic AI and its mass influence, is this the next big trend?

is-agentic-ai-the-next-big-trend

In today's fiercely competitive travel and hospitality industry, providing exceptional customer experiences is paramount. This is where Salesforce Travel and Hospitality steps in, offering a comprehensive suite of solutions tailored to meet the dynamic needs of enterprises in this sector. Let's delve into the transformative capabilities of Salesforce and how it has revolutionized operations for some of the industry's leading players.<h3 style="margin-left:0px;">Service Overview:&nbsp;</h3>Salesforce Travel and Hospitality is a dynamic platform designed to enhance every facet of your enterprise. From streamlining guest interactions to leveraging data-driven insights for strategic decision-making, Salesforce offers a multifaceted approach to meet the unique challenges faced by travel and hospitality businesses.<h3 style="margin-left:0px;">Unique Selling Points (USPs).</h3><h4 style="margin-left:0px;">Elevating Customer Engagement:&nbsp;</h4>Salesforce Travel and Hospitality redefines customer engagement, placing personalization at its core. By harnessing the power of Artificial Intelligence (AI) and predictive analytics, businesses can deliver tailored experiences that resonate with travelers. From customized offers to timely recommendations, every interaction becomes a seamless blend of technology and human touch.One of the standout features of Salesforce is its ability to foster unparalleled customer engagement. Consider the example of Marriott International, a global hospitality giant. By integrating Salesforce into their operations, Marriott was able to create personalized experiences for guests, resulting in a 10% increase in customer satisfaction scores.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1695202202412-Salesforce%20Travel%20and%20Hospitality_Marriot.jpg" alt="Salesforce Travel and Hospitality"></figure><h4 style="margin-left:0px;">Data-Driven Decision-Making:&nbsp;</h4>In the era of Big Data, extracting actionable insights is paramount. Salesforce Travel and Hospitality empowers businesses with robust analytics tools, allowing them to delve deep into customer behavior patterns, preferences, and market trends. These valuable insights serve as a compass, guiding businesses toward strategies that resonate with their target audience.Salesforce's robust analytics capabilities empower enterprises to make informed decisions based on data-driven insights. For instance, Delta Air Lines utilized Salesforce to analyze customer data, leading to a 70% increase in revenue from personalized offers.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1695202400755-Salesforce%20Travel%20and%20Hospitality_Delta%20Airlines.jpg" alt="Salesforce Travel and Hospitality"></figure><h4 style="margin-left:0px;">Unified Platform for Enhanced Efficiency:&nbsp;</h4>Salesforce seamlessly integrates with existing systems, eradicating silos and ensuring a unified approach to operations. From customer relationship management to marketing automation and workflow optimization, this platform streamlines processes, resulting in increased efficiency and productivity.An illustrative case is Virgin Atlantic, which integrated Salesforce to centralize customer data. This enabled Virgin Atlantic to deliver tailored offers and services, resulting in a 20% increase in customer engagement.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1695202497104-Salesforce%20Travel%20and%20Hospitality_Virgin%20Atlantics.jpg"></figure><h4 style="margin-left:0px;">Empowering Marketing and Sales Teams:&nbsp;</h4>Salesforce Travel and Hospitality equips marketing and sales teams with powerful tools to target the right audience with the right message at the right time. Through lead management, email marketing automation, and AI-powered predictive analytics, businesses can significantly enhance conversion rates and revenue generation.<h3 style="margin-left:0px;">Conclusion:&nbsp;</h3>Salesforce Travel and Hospitality transcends being a platform; it's a catalyst for reimagining the travel and hospitality industry. By embracing this innovative solution, businesses open doors to unprecedented levels of customer satisfaction, operational excellence, and revenue growth. Join the ranks of industry leaders who have harnessed the power of Salesforce and embark on a journey toward a brighter future in travel and hospitality.The travel industry is dynamic and filled with challenges. What hurdles have you encountered, and how do you envision Salesforce addressing them? Share your thoughts below, and let's embark on a discussion to pave the way for enhanced success.

Explore the transformative capabilities of Salesforce Travel & Hospitality, a game-changing solution for businesses in the travel and hospitality industry. Discover how it revolutionizes customer engagement, enables data-driven strategies, and streamlines operations. Join us in redefining success in the dynamic world of travel and hospitality.

Salesforce Travel&Hospitality: A Paradigm Shift in Customer Engagement

Ready to witness the transformation? Dive into our dedicated blog to explore Salesforce Travel & Hospitality in action

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The e-commerce industry has undergone a remarkable evolution, spurred by shifting consumer behaviors and technological advancements. As businesses adapt to these changes, staying ahead of the curve is crucial for sustained success. In this article, we'll delve into the latest trends and challenges shaping the e-commerce landscape, and how Salesforce Commerce Cloud empowers businesses to navigate these complexities.<h3>Omnichannel Experience</h3>The Trend: Modern consumers expect a seamless shopping experience across various touchpoints, from websites to mobile apps and physical stores.Salesforce Commerce Cloud enables businesses to create a consistent omnichannel experience. It integrates online and offline channels, allowing customers to effortlessly transition between platforms while maintaining access to personalized product recommendations, pricing, and inventory information.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692874493017-Salesforce%20E-commerce%20Cloud_2.png" alt="Salesforce Commerce Cloud"></figure><h3>Personalization and AI-driven Insights</h3>The Trend: Personalization is no longer an option but a necessity, with consumers seeking tailored recommendations and content that resonates with their preferences.Leveraging AI-powered insights, Salesforce Commerce Cloud analyzes customer data to deliver personalized shopping experiences. By understanding browsing history, purchase behavior, and preferences, businesses can provide relevant product suggestions and targeted promotions, enhancing customer satisfaction and driving sales.<h3>Mobile Commerce</h3>The Trend: Mobile devices are increasingly becoming the preferred platform for shopping, demanding mobile-responsive websites and apps.Salesforce Commerce Cloud ensures a seamless mobile commerce experience through responsive design and mobile optimization. This feature-rich platform enables businesses to offer easy navigation, quick checkout processes, and mobile-specific features, enhancing customer engagement on mobile devices.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692874508565-Salesforce%20E-commerce%20Cloud_3.png" alt="Salesforce Commerce Cloud"></figure><h3 style="margin-left:0px;">Social Commerce</h3>The Trend: Social media platforms have evolved into shopping hubs, with consumers discovering products and making purchases directly within their feeds.Integrating with popular social media platforms, Salesforce Commerce Cloud facilitates social commerce by enabling businesses to showcase products and enable purchases within social media environments. This seamless integration enhances customer convenience and extends the reach of e-commerce operations.<h3 style="margin-left:0px;">Global Expansion and Localization</h3>The Trend: E-commerce has transcended geographical boundaries, prompting businesses to expand globally and tailor their offerings to local markets.Salesforce Commerce Cloud's global capabilities empower businesses to scale their operations and cater to diverse markets. With multi-language and multi-currency support, businesses can localize their websites, adapt pricing, and offer region-specific promotions, resulting in improved customer engagement and loyalty.<h3>Cybersecurity Concerns</h3>The Challenge: As e-commerce transactions surge, cybersecurity threats also increase, requiring robust measures to safeguard customer data.Salesforce Commerce Cloud incorporates stringent security features, ensuring secure transactions and safeguarding customer information. From encryption to compliance with industry regulations, businesses can instill trust in their customers and provide a secure shopping environment.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692874523005-Salesforce%20E-commerce%20Cloud_1.png"></figure><h3 style="margin-left:0px;">Conclusion</h3>The e-commerce landscape is dynamic, and driven by ever-evolving trends and challenges. Salesforce Commerce Cloud emerges as a powerful solution to address these changes, empowering businesses to provide seamless omnichannel experiences, personalized interactions, mobile commerce, social commerce, global expansion, and robust cybersecurity. As e-commerce continues to shape consumer behavior, embracing a platform like Salesforce Commerce Cloud ensures that businesses not only stay competitive but also thrive in the digital age.Contact us now to elevate your business with Salesforce Commerce Cloud!

In this article, we'll delve into the latest trends and challenges shaping the e-commerce landscape, and how Salesforce Commerce Cloud empowers businesses to navigate these complexities.

How Salesforce Commerce Cloud Overcomes Industry Trends and Challenges

How does Salesforce Commerce Cloud empower businesses to navigate these complexities?

how-salesforce-commerce-cloud-overcomes-industry-trends-and-challenges

In the world of e-commerce, delivering exceptional customer experiences is key to standing out in a competitive market. Salesforce Commerce Cloud, a robust e-commerce platform, empowers businesses to create seamless, personalized, and high-performing online storefronts. To make the most of this powerful tool, it's essential to implement effective best practices that optimize your use of Salesforce Commerce Cloud. In this article, we'll explore essential strategies to elevate your e-commerce game and achieve outstanding results.<h3 style="margin-left:0px;">1. Strategic Planning and Alignment</h3>To succeed in the digital landscape, every business needs a solid e-commerce strategy aligned with its overall objectives. Begin by understanding your target audience, market segment, and competition. Develop a roadmap that outlines your growth goals, milestones, and strategies for achieving them. Salesforce Commerce Cloud offers the tools you need to bring your vision to life.Suppose you're a fashion retailer targeting young professionals. Your strategic plan might involve expanding your product offerings to include sustainable fashion lines that resonate with your eco-conscious audience. Salesforce Commerce Cloud enables you to curate personalized shopping experiences for this specific demographic, driving engagement and loyalty.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692180613186-Salesforce%20Commerce%20Cloud%20Best%20Practices_1.jpg" alt="Salesforce Commerce Cloud Best Practices"></figure><h3 style="margin-left:0px;">2. Salesforce Commerce Cloud Best Practices: Responsive and Mobile-First Design</h3>With the increasing number of mobile shoppers, having a responsive and mobile-friendly design is non-negotiable. Salesforce Commerce Cloud enables you to create a storefront that looks and performs seamlessly across various devices and screen sizes. A mobile-first approach ensures that your customers enjoy a consistent and engaging experience, regardless of the device they're using.Imagine you're a tech accessories retailer. With Commerce Cloud, you can ensure that your website's design is responsive and mobile-friendly. This means that customers shopping for smartphone cases or wireless headphones can easily browse and make purchases on their mobile devices, without encountering any usability issues.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692180633596-Salesforce%20Commerce%20Cloud%20Best%20Practices_2.jpg" alt="Salesforce Commerce Cloud Best Practices"></figure><h3 style="margin-left:0px;">3. Personalization and Recommendations</h3>Customers expect tailored experiences, and Commerce Cloud's personalization capabilities allow you to meet those expectations. Utilize customer data and behaviors to provide targeted product recommendations, personalized promotions, and relevant content. This level of personalization enhances engagement and increases conversion rates.Suppose you operate a beauty and skincare online store. By utilizing Commerce Cloud's personalization features, you can analyze a customer's past purchases and browsing history to suggest complementary products, such as moisturizers or serums, enhancing their shopping experience and boosting your average order value.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692180766955-Salesforce%20Commerce%20Cloud%20Best%20Practices_3.png" alt="Salesforce Commerce Cloud Best Practices"></figure><h3 style="margin-left:0px;">4. Salesforce Commerce Cloud Best Practices: Streamlined Checkout Process</h3>A streamlined checkout process is essential for reducing cart abandonment rates. Salesforce Commerce Cloud enables you to simplify the checkout process by offering guest checkout options, clear steps, and convenient features like address auto-fill and saved payment information. Make purchasing a breeze for your customers.Example: As a gourmet food retailer, a simplified checkout process is essential. With Salesforce Commerce Cloud, you can offer a guest checkout option, allowing customers to purchase artisanal products without the need for creating an account. This frictionless experience reduces cart abandonment rates and boosts conversions.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692180821612-Salesforce%20Commerce%20Cloud%20Best%20Practices_4.png"></figure><h3 style="margin-left:0px;">5. Optimized Performance and Speed</h3>Slow-loading websites are a major turn-off for customers. With Commerce Cloud, you can optimize your storefront's performance and loading speed. From image optimization to caching mechanisms and content delivery networks (CDNs), these optimizations ensure that your customers enjoy fast page load times and a frictionless shopping experience.Running a home decor e-commerce store? With Commerce Cloud, you can optimize your website's loading speed by compressing high-resolution images of furniture and decor items. This ensures that customers can swiftly explore your offerings, view product details, and make purchase decisions without delays.<h3 style="margin-left:0px;">6. Data-Driven Insights</h3>Data analytics is a powerful tool for understanding customer behavior and making informed decisions. Within Commerce Cloud, utilize reporting tools to gain insights into sales trends, conversion rates, and user interactions. These insights empower you to make data-driven improvements to your strategies.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692180921988-Salesforce%20Commerce%20Cloud%20Best%20Practices_5.jpg"></figure><h3 style="margin-left:0px;">7. Salesforce Commerce Cloud Best Practices: SEO and Content Optimization</h3>A well-optimized website is more likely to rank higher in search engine results. Leverage Salesforce Commerce Cloud's capabilities to optimize product descriptions, meta tags, and URLs for search engines. Implementing SEO best practices enhances your website's visibility and drives organic traffic.Operating a book retailer's website? By using Commerce Cloud's SEO tools, you can optimize product descriptions and meta tags for popular book genres and authors. This boosts your website's visibility in search engine results, leading to more organic traffic from avid readers seeking their next literary adventure.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692180967854-Salesforce%20Commerce%20Cloud%20Best%20Practices_6.png"></figure><h3 style="margin-left:0px;">8. Omnichannel Integration</h3>Integrating Commerce Cloud with various channels such as social media, marketplaces, and physical stores creates a unified shopping experience. Customers can seamlessly transition from one touchpoint to another, enjoying a consistent and engaging journey across all interactions.Imagine you have a sports apparel brand. By integrating Commerce Cloud with your physical store's inventory and social media platforms, you can offer customers the option to buy online and pick up in-store. Additionally, customers can seamlessly transition between browsing products on social media and making purchases on your website.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692181026238-Salesforce%20Commerce%20Cloud%20Best%20Practices_7.png"></figure><h3 style="margin-left:0px;">9. Salesforce Commerce Cloud Best Practices: Regular Testing and Quality Assurance</h3>Thorough testing is crucial to ensuring your storefront's functionality, usability, and performance. Regular quality assurance checks help identify and resolve issues promptly, ensuring that your customers always enjoy a seamless experience.If you manage an electronics e-commerce store, frequent quality assurance checks ensure that all product specifications, images, and pricing information are accurate and up to date. This prevents customer dissatisfaction due to receiving different products than expected.<h3 style="margin-left:0px;">10. Salesforce Commerce Cloud Best Practices: Security and Compliance</h3>Protecting customer data and ensuring compliance with regulations is paramount. Salesforce Commerce Cloud provides secure payment gateways, SSL certificates, and features to help you maintain a secure shopping environment. Prioritize the security and privacy of your customers' sensitive information.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692181073713-Salesforce%20Commerce%20Cloud%20Best%20Practices_8.png"></figure><h3 style="margin-left:0px;">11. Continuous Improvement</h3>E-commerce is a dynamic field, and continuous improvement is vital for success. Listen to customer feedback, monitor key performance indicators, and iterate on your strategies. Salesforce Commerce Cloud Best Practices offers the flexibility to adapt and optimize over time.Suppose you own a home appliance e-commerce website. Regularly reviewing customer feedback and monitoring analytics can lead to valuable insights. If you notice a trend of customers abandoning their carts during the checkout process, you can identify and address any potential usability issues.<h3 style="margin-left:0px;">12. Salesforce Commerce Cloud Best Practices: Training and Skill Development</h3>Invest in training for your team to ensure they are proficient in using Commerce Cloud's features and tools. Staying updated on new releases and capabilities empowers your team to leverage the platform's full potential.Example: As a toy retailer, investing in training for your team ensures they're well-versed in using Commerce Cloud's features. They can learn to set up seasonal promotions, update inventory listings, and manage customer inquiries effectively, leading to a seamless shopping experience.<h3 style="margin-left:0px;">13. Salesforce Commerce Cloud Best Practices: Scalability and Future-Proofing</h3>As your business grows, scalability becomes essential. Build a scalable architecture that can accommodate increased demand. Stay informed about updates and enhancements to Commerce Cloud to future-proof your e-commerce endeavors.Example: Operating a tech gadget e-commerce store? With Commerce Cloud, you can easily accommodate increased traffic during seasonal sales or product launches. This scalability ensures your website remains responsive and efficient even during peak shopping periods.<figure class="image"><img src="https://vmo-website-prod.s3.ap-southeast-1.amazonaws.com/vmogroup-global/uploads/1692181119450-Salesforce%20Commerce%20Cloud%20Best%20Practices_9.png"></figure><h3 style="margin-left:0px;">Conclusion</h3>Salesforce Commerce Cloud is a powerful platform that empowers businesses to create exceptional e-commerce experiences. By implementing these best practices, you can optimize your use of Commerce Cloud, create engaging storefronts, and provide your customers with seamless, personalized, and high-performing online shopping experiences.Remember that the e-commerce landscape is ever-evolving, and staying ahead of the curve requires ongoing dedication to improvement and innovation. By incorporating these best practices, you'll be well-equipped to achieve outstanding results and drive your e-commerce success to new heights.

To make the most of this powerful tool, it's essential to implement effective best practices that optimize your use of Salesforce Commerce Cloud. In this article, we'll explore essential strategies to elevate your e-commerce game and achieve outstanding results.

Salesforce Commerce Cloud Best Practices: Boost The E-commerce Game

In this article, we'll explore essential strategies to elevate your e-commerce game and achieve outstanding results.

salesforce-commerce-cloud-best-practices-boost-the-e-commerce-game

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

sap-logistics-unlocking-the-key-benefits-strategies-best-practices

Solana Blockchain (SOL) is one of the cryptocurrencies with long-term growth potential. In a short time, Solana has rapidly become one of the biggest rivals of Ethereum - the popular blockchain cryptocurrency platform. Here, let’s take a deep dive into the definition of Solana blockchain, the reasons why SOL is so attractive, and how you may take advantage of this brand new and exciting new world.&nbsp;<figure class="image"><img src="http://api.vmodev.com/uploads/HOW SOLANA BLOCKCHAIN CAPTURES NFT INVESTOR’S ATTENTION - VMO HOLDINGS_1655701868954.jpg"></figure><h1 style="text-align:justify;">Quick facts about Solana Blockchain?</h1>Founded in 2017 by Anatoly Yakovenko, a former executive at Qualcomm, Solana Blockchain is the first web-scale platform in the world. As a highly functional, public open-source blockchain platform, Solana provides decentralized finance (De-fi) solutions to enable the scalability of user-friendly applications.&nbsp;Native to Solana's blockchain is the SOL token, and it serves as both a source of payment and a means of network security through staking. Solana blockchain supporting Smart Contract included NFT, d-Apps are using the combination of PoS and unique concept PoH as innovative hybrid consensus model, instead of sharding.Unlike Ethereum and its significant fees, which make it hard to utilize for people without a high-risk tolerance to participate in NFT trading, the price of Solana blockchain transactions remains under $0.01 - a fraction of a penny apiece. By throughput that paled in comparison to the ability of Mastercard and Visa to process roughly 65,000 transactions per second with a small cost, also transaction speeds were limited to around 15 per second, Solana blockchain has quickly risen to the top 8 of Coinmarketcap.com and reached a price of $87,84 on February 25th, 2022. Shortly, Solana became one of the fastest-growing ecosystems in crypto.&nbsp;However, Solana has sparked debate in the crypto industry, with some claiming that the chain's transaction high speed is only achievable because it has sacrificed decentralization.<h1 style="text-align:justify;">Solana or Ethereum?</h1>Choosing which one is better depends on your personal goals. It is up to you to decide if Ethereum or Solana is the most suitable and superior blockchain. Will you prefer a more secure blockchain that is also more expensive? Or are time and cost-effectiveness your primary concerns?<h2 style="text-align:justify;">1. Ethereum</h2>Ethereum is a community-built technology, working as open access to digital money and data-friendly services for people, regardless of background or location. Ethereum is also the blockchain platform for thousands of applications with its Ether (ETH) cryptocurrency.&nbsp;Ethereum utilizes a consensus mechanism called Proof of Work (PoW) that allows this decentralized blockchain platform to come to a consensus (an agreement) by allowing one party to prove to others that a specified quantity of computing work has been invested. This prevents users from spending ETH they don’t have and ensures that the Ethereum chain is extremely difficult to attack or manipulate. This keeps users from spending ETH they don't have and makes the Ethereum chain difficult to hack or manipulate.When compared to Solana, Ethereum loses the speed and cost-effectiveness of transactions, but it makes up for it with its mature decentralization. Layer-two solutions help provide better scalability and throughput to compensate for the absence of scaling capabilities for the core of Ethereum.&nbsp;<h2 style="text-align:justify;">2. Solana</h2>The Solana network uses a PoH consensus. Using PoH allows the Solana network to create a historical record that proves an event has occurred at a specific moment in time. PoH uses a cryptographically secure function written so that output cannot be predicted from the input, and must be properly executed to generate the output.&nbsp;In reality, Solana is taking advantage of Ethereum’s slower network. Solana achieves such efficient transaction speeds by utilizing a centralized network, which comes with a concerning level of risk for its users as mentioned above.The Solana network uses a Tower Byzantine fault-tolerant (BFT), which removes the need for nodes to communicate with each other in real-time, and the result is improved efficiency. Currently, the Solana network can process approximately 50,000 transactions per second (TPS).In addition to quicker transaction speeds, Solana is known for its enhanced scalability. The Solana network is scalable at its core level, meaning it does not require layer-two solutions to increase scalability.The technology behind the Solana network breaks down data into smaller chunks, making it easy to transfer it across the network. Another technology called Sealevel also helps the processing of transactions across GPUs and SSDs, both of these combined result in an efficient blockchain network.<figure class="image image_resized" style="width:70.62%;"><img src="https://lh4.googleusercontent.com/HiKYvkPuJnc9_GaW3zahKWC7sYVuNw1E-xa9MURQgM5Bk0iACxItRe17BOp3cLnrf-n6IjzVj6lo5gHrwGDt05Q0-RiCjB2dRWL66Bw7cg-dzU_jpcZygzjv2EgJBnev7I0e_2A"></figure>(Source: NFTnow)Currently, most developers choose Ethereum as their first technology before trying any other blockchain. However, with its scalability and stability, Ethereum has some big problems. While ETH 2.0 has yet to make any significant progress, many Layer 2 solutions have been launched, but none of them have the optimal efficiency to dominate the market.With its outstanding advantages, Solana is currently considered a great solution for developers:<ul><li>High Throughput: Solana network is capable of supporting 50,000 transactions per second while maintaining 400 millisecond block times without complex solutions like Sharding or Layer 2.</li><li>Low latency: ~1 second</li><li>Low Fees: Estimated to be around $10 for 1 million transactions</li><li>This is a powerful execution environment and dev. tool. Rust is understood as the leading programming language (also supports C, C++, and Libra's Move)</li><li>The above advantages have helped Solana achieve the following requirements:</li></ul><h1 style="text-align:justify;">Solana still has its downside</h1>First and foremost, although the Solana blockchain can compete with high-end blockchain projects, it is still vulnerable to centralization, as there are not many blockchain validators. Anyone on the network can become a Solana validator but doing so is still difficult because it requires a lot of computing resources.Along with this, the protocol still labels itself as a beta version of the main net, which does not negate the possible presence of bugs and errors.Despite these issues, Solana is still one of the biggest ecosystems in the crypto industry and seems to be on the right growth path.﻿If you are searching for a reliable, professional, and experienced Blockchain development partner who can give you a hand and perfect your project, VMO Holdings is the right choice for you. More than 1000 Technical Experts with their extensive experience and knowledge about IT development of VMO offer you top-notch quality blockchain development services, effective blockchain applications, and excellent customer services.

Let’s take a deep dive into the definition of Solana blockchain, the reasons why SOL is so attractive, and how you may take advantage of SOL.

HOW SOLANA BLOCKCHAIN CAPTURES NFT INVESTOR’S ATTENTION

how-solana-blockchain-captures-nft-investor’s-attention

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