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Amazon OpenSearch Service | AWS for Industries
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href="mailto:?subject=AWS%20Brings%20the%20Power%20of%20Generative%20AI%20to%20Ecommerce%20with%20the%20AI%20Shopping%20Assistant&body=AWS%20Brings%20the%20Power%20of%20Generative%20AI%20to%20Ecommerce%20with%20the%20AI%20Shopping%20Assistant%0A%0Ahttps://aws.amazon.com/blogs/industries/aws-brings-the-power-of-generative-ai-to-ecommerce-with-the-ai-shopping-assistant/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/industries/aws-brings-the-power-of-generative-ai-to-ecommerce-with-the-ai-shopping-assistant/" title="Link to AWS Brings the Power of Generative AI to Ecommerce with the AI Shopping Assistant" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>You’re planning a home project—maybe building a new deck or finally transforming that basement into a cozy retreat. You visit an online retailer, ready to order supplies, only to be met with pages of options: hundreds of screws, dozens of wood types, countless tools. What started as an exciting project now feels like a chore […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/11/17/Improving-patient-pre-screening-for-clinical-trials-1120x630.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/industries/improving-patient-pre-screening-for-clinical-trials-with-generative-ai-on-aws/" property="url" rel="bookmark"><img width="1024" height="576" src="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/11/17/Improving-patient-pre-screening-for-clinical-trials-1024x576.png" class="attachment-large size-large wp-post-image" alt="Improving patient pre-screening for clinical trials with generative AI on AWS" loading="lazy"></a> </div> <div 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These include lack of awareness, limited access to trial information, especially for rare diseases, and time constraints. Typically, clinicians undertake a set of steps to find and evaluate clinical trials for their patients that include identification of patients who would benefit from a […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/11/08/How-Amazon-built-a-highly-scalable-and-secure-tokenization-solution-on-AWS-1120x630.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/industries/how-amazon-built-a-highly-scalable-and-secure-tokenization-solution-on-aws/" property="url" rel="bookmark"><img width="1024" height="576" src="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/11/08/How-Amazon-built-a-highly-scalable-and-secure-tokenization-solution-on-AWS-1024x576.png" class="attachment-large size-large wp-post-image" alt="How Amazon built a highly scalable and secure tokenization solution on AWS" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/industries/how-amazon-built-a-highly-scalable-and-secure-tokenization-solution-on-aws/" property="url" rel="bookmark"><span property="name headline">How Amazon built a highly scalable and secure tokenization solution on AWS</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Anuj Gupta</span></span>, <span property="author" typeof="Person"><span property="name">Adam Nemeth</span></span>, <span property="author" typeof="Person"><span property="name">Naman Jain</span></span>, and <span property="author" typeof="Person"><span property="name">Neel G S</span></span></span> <span>on <time property="datePublished" datetime="2024-11-11T10:20:02-08:00">11 NOV 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/industries/category/database/amazon-dynamodb/" title="View all posts in Amazon DynamoDB"><span property="articleSection">Amazon DynamoDB</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/analytics/amazon-kinesis/" title="View all posts in Amazon Kinesis"><span property="articleSection">Amazon Kinesis</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/analytics/amazon-elasticsearch-service/" title="View all posts in Amazon OpenSearch Service"><span property="articleSection">Amazon OpenSearch Service</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/storage/amazon-simple-storage-services-s3/" title="View all posts in Amazon Simple Storage Service (S3)"><span property="articleSection">Amazon Simple Storage Service (S3)</span></a>, <a 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href="mailto:?subject=How%20Amazon%20built%20a%20highly%20scalable%20and%20secure%20tokenization%20solution%20on%20AWS&body=How%20Amazon%20built%20a%20highly%20scalable%20and%20secure%20tokenization%20solution%20on%20AWS%0A%0Ahttps://aws.amazon.com/blogs/industries/how-amazon-built-a-highly-scalable-and-secure-tokenization-solution-on-aws/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/industries/how-amazon-built-a-highly-scalable-and-secure-tokenization-solution-on-aws/" title="Link to How Amazon built a highly scalable and secure tokenization solution on AWS" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Protecting sensitive (personal data such as payment and health data) is one of Amazon’s highest priorities. In support of this goal, Amazon developed Lumos, a highly secure and scalable internal service that provides low-latency APIs to tokenize sensitive data. Lumos is a cloud-native application built on Amazon Web Services (AWS) serverless and security offerings; processing […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/07/25/Personalized-patient-experience-with-digital-front-door-1120x630.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/industries/personalized-patient-experience-with-digital-front-door/" property="url" rel="bookmark"><img width="1024" height="576" src="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/07/25/Personalized-patient-experience-with-digital-front-door-1024x576.png" class="attachment-large size-large wp-post-image" alt="Personalized patient experience with digital front door" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/industries/personalized-patient-experience-with-digital-front-door/" property="url" rel="bookmark"><span property="name headline">Personalized patient experience with digital front door</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Chris Haddad</span></span> and <span property="author" typeof="Person"><span property="name">Laks Sundararajan</span></span></span> <span>on <time property="datePublished" datetime="2024-07-29T06:35:39-08:00">29 JUL 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/industries/category/application-services/amazon-api-gateway-application-services/" title="View all posts in Amazon API Gateway"><span property="articleSection">Amazon API Gateway</span></a>, <a 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property="articleSection">AWS Lambda</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/industries/healthcare/" title="View all posts in Healthcare"><span property="articleSection">Healthcare</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/industries/" title="View all posts in Industries"><span property="articleSection">Industries</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/industries/personalized-patient-experience-with-digital-front-door/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/industries/personalized-patient-experience-with-digital-front-door/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span 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href="mailto:?subject=Personalized%20patient%20experience%20with%20digital%20front%20door&body=Personalized%20patient%20experience%20with%20digital%20front%20door%0A%0Ahttps://aws.amazon.com/blogs/industries/personalized-patient-experience-with-digital-front-door/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/industries/personalized-patient-experience-with-digital-front-door/" title="Link to Personalized patient experience with digital front door" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>In today’s data-driven world, healthcare payors have a unique opportunity to leverage the power of personalization to drive better health outcomes and member satisfaction. In our previous Digital Front Door blog for Healthcare Payors, we explored how AWS services can enable a comprehensive digital front door experience for members. As Payors begin prototyping these solutions, a […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/07/23/The-Fanatics-generative-AI-hackathon-1204x630.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/industries/the-fanatics-generative-ai-hackathon/" property="url" rel="bookmark"><img width="1024" height="536" src="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/07/23/The-Fanatics-generative-AI-hackathon-1024x536.png" class="attachment-large size-large wp-post-image" alt="The Fanatics generative AI hackathon" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/industries/the-fanatics-generative-ai-hackathon/" property="url" rel="bookmark"><span property="name headline">The Fanatics generative AI hackathon</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Parker Bradshaw</span></span></span> <span>on <time property="datePublished" datetime="2024-07-23T13:06:17-08:00">23 JUL 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/industries/category/artificial-intelligence/amazon-machine-learning/amazon-bedrock/" title="View all posts in Amazon Bedrock"><span property="articleSection">Amazon Bedrock</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/analytics/amazon-elasticsearch-service/" title="View all posts in Amazon OpenSearch Service"><span property="articleSection">Amazon OpenSearch Service</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/artificial-intelligence/sagemaker/" title="View all posts in Amazon SageMaker"><span property="articleSection">Amazon SageMaker</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/industries/" title="View all posts in Industries"><span property="articleSection">Industries</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/industries/retail/" title="View all posts in Retail"><span property="articleSection">Retail</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/industries/the-fanatics-generative-ai-hackathon/" property="url">Permalink</a></span> <span><a href="https://aws.amazon.com/blogs/industries/the-fanatics-generative-ai-hackathon/#Comments"><i class="icon-comment"></i> Comments</a> </span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/industries/the-fanatics-generative-ai-hackathon/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=The%20Fanatics%20generative%20AI%20hackathon&via=awscloud&url=https://aws.amazon.com/blogs/industries/the-fanatics-generative-ai-hackathon/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=The%20Fanatics%20generative%20AI%20hackathon&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/industries/the-fanatics-generative-ai-hackathon/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=The%20Fanatics%20generative%20AI%20hackathon&body=The%20Fanatics%20generative%20AI%20hackathon%0A%0Ahttps://aws.amazon.com/blogs/industries/the-fanatics-generative-ai-hackathon/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/industries/the-fanatics-generative-ai-hackathon/" title="Link to The Fanatics generative AI hackathon" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Introduction Recognizing the transformative potential of generative AI, Fanatics Commerce, a global leader in licensed sports merchandise, organized a global generative AI–based hackathon. This initiative not only accelerated the adoption of cutting-edge AI technologies, but also fostered an agile, knowledge-sharing environment. With its tech-driven, multi-channel approach, Fanatics has revolutionized how fans purchase team sports apparel, […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/07/17/Retails-Big-Show-Asia-Pacific-1204x630.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/industries/key-takeaways-from-the-inaugural-nrf-2024-retails-big-show-asia-pacific/" property="url" rel="bookmark"><img width="1024" height="536" src="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/07/17/Retails-Big-Show-Asia-Pacific-1024x536.png" class="attachment-large size-large wp-post-image" alt="Key Takeaways from the Inaugural NRF 2024: Retail’s Big Show Asia Pacific" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/industries/key-takeaways-from-the-inaugural-nrf-2024-retails-big-show-asia-pacific/" property="url" rel="bookmark"><span property="name headline">Key Takeaways from the Inaugural NRF 2024: Retail’s Big Show Asia Pacific</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Robyn Hill</span></span></span> <span>on <time property="datePublished" datetime="2024-07-18T07:44:37-08:00">18 JUL 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/industries/category/artificial-intelligence/amazon-machine-learning/amazon-bedrock/" title="View all posts in Amazon Bedrock"><span property="articleSection">Amazon Bedrock</span></a>, <a href="https://aws.amazon.com/blogs/industries/category/analytics/amazon-elasticsearch-service/" title="View 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<span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/industries/key-takeaways-from-the-inaugural-nrf-2024-retails-big-show-asia-pacific/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=Key%20Takeaways%20from%20the%20Inaugural%20NRF%202024%3A%20Retail%E2%80%99s%20Big%20Show%20Asia%20Pacific&via=awscloud&url=https://aws.amazon.com/blogs/industries/key-takeaways-from-the-inaugural-nrf-2024-retails-big-show-asia-pacific/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" 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This retail-focused event unfolded over three action-packed days, from June 11 to 13, at the center of the world’s most diverse retail market. Over 5,000 attendees and 253 global industry leaders and solution providers, from across 52 countries, gathered in the […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/03/01/Improving-Patient-Experience-with-Digital-Front-Door_rev-1120x630.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/industries/improving-patient-experience-with-digital-front-door/" property="url" rel="bookmark"><img width="1024" height="576" src="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2024/03/01/Improving-Patient-Experience-with-Digital-Front-Door_rev-1024x576.png" class="attachment-large size-large wp-post-image" alt="Improving Patient Experience with Digital Front Door" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/industries/improving-patient-experience-with-digital-front-door/" property="url" rel="bookmark"><span property="name headline">Improving Patient Experience with Digital Front Door</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Gokhul Srinivasan</span></span>, <span property="author" typeof="Person"><span property="name">Chris Haddad</span></span>, and <span property="author" typeof="Person"><span property="name">Laks Sundararajan</span></span></span> <span>on <time property="datePublished" datetime="2024-02-29T11:12:42-08:00">29 FEB 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/industries/category/application-services/amazon-api-gateway-application-services/" title="View all posts in 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The reader will understand the approach used to store a plan benefits document, create embeddings, process the user questions, and deliver an interactive chatbot. By demystifying policy details, healthcare payors can create a member experience that works better for everyone. […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2023/09/19/0923-Lunar-Energy-Feature-Image-1120x630.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/industries/how-lunar-energy-is-using-aws-to-create-a-customer-led-energy-system/" property="url" rel="bookmark"><img width="1024" height="576" src="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2023/09/19/0923-Lunar-Energy-Feature-Image-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="How Lunar Energy is using AWS to create a customer-led energy system" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a 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Recognizing the urgent need to reduce carbon emissions and combat climate change, Lunar is focused on building the digital infrastructure needed to build a resilient, distributed energy system. As homes electrify by adding distributed energy resources (DERs)—such as solar […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2023/08/22/New-Retail-Blog-Intelligent-Product-Substitutions-1204x630.png"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/industries/new-guidance-for-intelligent-product-substitutions-on-aws/" property="url" rel="bookmark"><img width="1024" height="536" src="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2023/08/22/New-Retail-Blog-Intelligent-Product-Substitutions-1024x536.png" class="attachment-large size-large wp-post-image" alt="Intelligent Product Substitutions feature card" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 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Grocers are out of stock 8.2% of the time on average and as high as 15% for promoted items, putting $7-12B of sales at risk. The next best alternative is to offer a similar product that […]</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2023/08/23/PowerPlant_Wind-1120x630.jpeg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/industries/near-real-time-power-plant-optimization-for-energy-trading-and-dispatching-using-amazon-web-services/" property="url" rel="bookmark"><img width="1024" height="576" src="https://d2908q01vomqb2.cloudfront.net/c5b76da3e608d34edb07244cd9b875ee86906328/2023/08/23/PowerPlant_Wind-1024x576.jpeg" class="attachment-large size-large wp-post-image" alt="Near-real-time power plant optimization for energy trading and dispatching using Amazon Web Services feature card" loading="lazy"></a> </div> <div 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Highly available, high-performance, and flexibly scalable IT solutions are essential to maintain competitive advantages in the current and upcoming energy markets. In particular, the short-term power-trading market is associated with considerable challenges. 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