Digital Twin - SymphonyAI

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class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-ico-Compliance.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Improved reliability and availability</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>Anticipate potential adverse conditions and proactively initiate AI-recommended mitigative actions through digital twins, preventing them from escalating into serious issues.</p> </div> </div> </div> </div> <div class="col-span-12 sm:col-span-6 mb-[48px]"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-icon-Report-analytics-1.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Data-driven decision making</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>Enhance your organization’s ability to make data-driven decisions and foster improved transparency and visibility throughout the company. </p> </div> </div> </div> </div> <div class="col-span-12 sm:col-span-6 mb-[48px]"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-icon-Operations.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Optimized process operations</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>Achieve real-time process optimization through advanced deep learning-based digital twins, generating setpoint advisories. Balance objectives such as cost, throughput, quality, and emissions while employing scenario planning to consistently attain your desired output.</p> </div> </div> </div> </div> <div class="col-span-12 sm:col-span-6 md:mb-12"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-Approval.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Manage risk</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>By adopting a comprehensive perspective encompassing assets and processes, incorporating real-time health assessments, current process statuses, historical incident data, and future forecasts, we empower confident decision-making, whether it’s on the plant floor or in the boardroom.</p> </div> </div> </div> </div> </div> </div> </section> <section class="section block_TXT002 bg-light-blue"> <div class="container"> <div class="row items-center mb-[24px]"> <div class="col-span-12 md:col-span-6 lg:col-span-7"> </div> <div class="col-span-12 md:col-span-6 lg:col-span-5"> </div> </div> <div class="block-img mb-[48px] leading-[0]"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Digital-Twin_BG-Transparent-e1714489832518.png" alt="Digital Twin" /> </div> <div class="block-caption"> </div> </div> </section> <section id="block_9b9ce1415da88d1d117993b21ae35d8b" class="section block_AB005 bg-light-blue"> <div class="container"> <div class="row"> <div class="col-span-12 md:col-span-8"> <div class="block-caption"> <h2 class="heading mb-0 dark:text-sol-white"> Features </h2> </div> </div> </div> <div class="row"> <div class="col-span-12 sm:col-span-6 mb-[48px]"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-icon-Always-right.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Connect and contextualize data</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>Bring data from different sources that have different structures or different time-scales and combine them into a contextualized data fabric using pre-built connectors and asset templates.</p> </div> </div> </div> </div> <div class="col-span-12 sm:col-span-6 mb-[48px]"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-icon-Report-analytics-1.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Explore and prepare data</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>Cleanse, impute, and transform data with no-code exploration and preprocessing tools to prepare the required features for advanced analyses.</p> </div> </div> </div> </div> <div class="col-span-12 sm:col-span-6 mb-[48px]"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/WhySAI-manufacturing-Smart-platform.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Experiment with advanced analysis tools</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>Use no-code interfaces or notebooks to design and run experiments on your data with the latest advancements in MLOps best-practices.</p> </div> </div> </div> </div> <div class="col-span-12 sm:col-span-6 md:mb-12"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/WhySAI-manufacturing-Eco-system.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Deploy and manage model lifecycle</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>Deploy your models to production, monitor their health, re-train models on a schedule or on-demand, or switch between different models with just a few clicks.</p> </div> </div> </div> </div> </div> </div> </section> <section class="section block_TXT002 bg-transparent"> <div class="container"> <div class="row items-center mb-[24px]"> <div class="col-span-12 md:col-span-6 lg:col-span-7"> <h2 class="heading-default heading !mb-[48px]"> Digital Twin applications </h2> </div> <div class="col-span-12 md:col-span-6 lg:col-span-5"> </div> </div> <div class="block-img mb-[48px] leading-[0]"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Digital-Twin-Applications-1.png" alt="" /> </div> <div class="block-caption"> <div class="block-paragraph text-paragraph"><p>A SymphonyAI Digital Twin provides value across the data analytics journey – from soft-sensing to data imputation, from component-level early-warning systems to process-level, real-time system optimization. SymphonyAI solutions such as APM 360 and Performance 360 use digital twins as the primary way to assess asset health and risk. Manufacturers save millions of dollars annually in unrealized downtime, maintenance, energy, and scrappage costs across industries, including oil and gas, power, mining, metals, food and beverage, pharmaceuticals, and semiconductors.</p> </div> </div> </div> </section> <section class="section block_AB010 overflow-hidden bg-default "> <div class="container relative z-[2]"> <div class="row"> <div class="col-span-12"> <div class="block-caption"> <h3 class="eyebrow text-overline text-sol-white mb-[48px]"> Digital Twin Studio </h3> </div> </div> </div> <div class="row"> <div class="md:col-span-6 lg:col-span-7 col-span-12"> <div class="block-caption flex flex-col lg:gap-[40px] gap-[20px] lg:mb-0 mb-[32px]"> <h2 class="heading-default text-sol-white mb-0"> Seamless expansion and accelerated growth of your digital twin with the out-of-the-box Digital Twin Studio </h2> <div> <a href="https://www.symphonyai.com/industrial/get-started/" class="btn btn-outline btn-outline-white mb-0" title="Get a demo"> <span>Get a demo</span> </a> </div> </div> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12"> <div class="sub-heading mt-[8px] text-sol-white"> <p>All of your data and asset Management, scaling, and governance needs in a single location. Our centralized control center empowers you to effortlessly deploy, manage, monitor, and govern a wide range of production models, regardless of their origin or deployment points.</p> </div> </div> </div> </div> <img decoding="async" class="bg-img" src="https://www.symphonyai.com/wp-content/uploads/Media-Hero-Enterprise-AI-Guide@2x-scaled.jpg" alt="" /> </section> <section class="section block_SL004 bg-light-blue">  <div class="lg:block hidden"> <div class="container"> <div class="block-title text-center mb-[24px]"> </div> </div> </div> <div class="lg:block hidden container wrapper"> <div class="block-sticky-content"> <div class="panel-wrap"> <div class="point"> <div class="panel-text"> <h3 class="heading mb-[24px]">Data Exploration</h3> <div class="sub-heading"> <p><p>With its user-friendly, no-code interface, the Digital Twin Studio allows its users to visually explore data, create interactive charts, filter data with mathematical expressions, identify trends and outliers with statistics and machine learning, and extract insights without programming expertise. </p> </p> </div> </div> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/tab-data-exploration.jpeg" alt="" class="panel-img"> </div> <div class="point"> <div class="panel-text"> <h3 class="heading mb-[24px]">Data pre-processing</h3> <div class="sub-heading"> <p><p>The Digital Twin Studio simplifies the often complex data preparation task. Its no-code tools help users clean industrial data and generate the required features for downstream analysis. Users can handle missing values, standardize formats, and perform feature engineering without writing a single line of code, ensuring that AI models start with the best-quality data.</p> </p> </div> </div> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/tab-data-pre-processing.jpeg" alt="" class="panel-img"> </div> <div class="point"> <div class="panel-text"> <h3 class="heading mb-[24px]">Model evaluation</h3> <div class="sub-heading"> <p><p>Digital Twin Studio empowers users to train and score AI models effortlessly with its intuitive, no-code interface. Users can easily configure training parameters, select algorithms, and fine-tune model performance without the need for code or complicated infrastructure setup. They can score models against industrial data to measure accuracy and ensure models deliver precise predictive and prescriptive insights for data-driven decision-making.</p> </p> </div> </div> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/tab-model-evaluation.jpeg" alt="" class="panel-img"> </div> <div class="point"> <div class="panel-text"> <h3 class="heading mb-[24px]">Model deployment</h3> <div class="sub-heading"> <p><p>Transitioning from AI-model development to real-world applications is seamless with Digital Twin Studio. Its no-code deployment options facilitate integration into industrial systems, making it easy to implement models. Users can monitor performance, update models as needed, and ensure the organization benefits from timely, accurate insights for informed decision-making.</p> </p> </div> </div> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/tab-model-deployment.jpeg" alt="" class="panel-img"> </div> </div> </div> </div>  <div class="container lg:hidden block"> <div class="block-title mb-[24px]"> </div> <div class="block-mobile-content"> <div class="panel-wrap-mobile"> <div class="point-mobile py-5"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/tab-data-exploration.jpeg" alt="" class="panel-img-mobile mb-[48px]"> <div class="panel-text-mobile"> <h5 class="heading mb-[24px]">Data Exploration</h5> <div class="text-paragraph-large"> <p><p>With its user-friendly, no-code interface, the Digital Twin Studio allows its users to visually explore data, create interactive charts, filter data with mathematical expressions, identify trends and outliers with statistics and machine learning, and extract insights without programming expertise. </p> </p> </div> </div> </div> <div class="point-mobile py-5"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/tab-data-pre-processing.jpeg" alt="" class="panel-img-mobile mb-[48px]"> <div class="panel-text-mobile"> <h5 class="heading mb-[24px]">Data pre-processing</h5> <div class="text-paragraph-large"> <p><p>The Digital Twin Studio simplifies the often complex data preparation task. Its no-code tools help users clean industrial data and generate the required features for downstream analysis. Users can handle missing values, standardize formats, and perform feature engineering without writing a single line of code, ensuring that AI models start with the best-quality data.</p> </p> </div> </div> </div> <div class="point-mobile py-5"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/tab-model-evaluation.jpeg" alt="" class="panel-img-mobile mb-[48px]"> <div class="panel-text-mobile"> <h5 class="heading mb-[24px]">Model evaluation</h5> <div class="text-paragraph-large"> <p><p>Digital Twin Studio empowers users to train and score AI models effortlessly with its intuitive, no-code interface. Users can easily configure training parameters, select algorithms, and fine-tune model performance without the need for code or complicated infrastructure setup. They can score models against industrial data to measure accuracy and ensure models deliver precise predictive and prescriptive insights for data-driven decision-making.</p> </p> </div> </div> </div> <div class="point-mobile pt-5"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/tab-model-deployment.jpeg" alt="" class="panel-img-mobile mb-[48px]"> <div class="panel-text-mobile"> <h5 class="heading mb-[24px]">Model deployment</h5> <div class="text-paragraph-large"> <p><p>Transitioning from AI-model development to real-world applications is seamless with Digital Twin Studio. Its no-code deployment options facilitate integration into industrial systems, making it easy to implement models. Users can monitor performance, update models as needed, and ensure the organization benefits from timely, accurate insights for informed decision-making.</p> </p> </div> </div> </div> </div> </div> </div> </section> <section class="section block_TXT002 bg-light-blue"> <div class="container"> <div class="row items-center mb-[24px]"> <div class="col-span-12 md:col-span-6 lg:col-span-7"> <h2 class="heading-default heading !mb-[48px]"> Data modeling </h2> </div> <div class="col-span-12 md:col-span-6 lg:col-span-5"> <div class="sub-heading"> <p>Take the complexity out of your AI model building process with a no-code user interface that enables domain experts to build, deploy and monitor asset models with little or no programming knowledge.</p> </div> </div> </div> <div class="block-img mb-[48px] leading-[0]"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Data-Modelling.png" alt="" /> </div> <div class="block-caption"> </div> </div> </section> <section id="block_986cbd3ff2bf681b11bf9a40e9a1b73b" class="section block_VID001"> <div class="container"> <div class="row"> <div class="col-span-12"> <div class="block-caption text-center mb-[80px]"> <h2 class="heading-default heading mb-0"> Preview the Digital Twin Studio </h2> </div> </div> </div> <div class="block-video block-video--oembed"> <iframe title="Digital Twin Studio Demo" width="640" height="360" src="https://www.youtube.com/embed/ut3TTyN5f-Y?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> < class=""> </> </div> </div> </section> <section class="section block_AB013 bg-light-blue"> <div class="container"> <div class="row"> <div class="col-span-12"> <div class="block-caption text-center mb-[80px]"> <h2 class="heading-default heading mb-0 dark:text-sol-white"> Recognition </h2> </div> </div> </div> <div class="row"> <div class="md:col-span-6 mb-[48px] col-span-12"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/2023/04/frost-sullivan-logo-png-transparent.png" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Frost & Sullivan – 2023 Best Practices Award</h5> </div> </div> </div> <div class="md:col-span-6 mb-[48px] col-span-12"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/logo-verdantix-manufacturing.png" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Verdantix Green Quadrant</h5> </div> </div> </div> </div> </div> </section> <section class="section block_BN002 bg-light-blue"> <div class="container"> <div class="block-caption"> <h2 class="heading-default heading !mb-[48px]"> Knowledge Graph </h2> <div class="text-paragraph-large !mb-[48px]"><p>Quickly discover patterns and insights across billions of data points deeply and efficiently. </p> </div> <div> <a href="https://www.symphonyai.com/industrial/knowledge-graph/" class="btn btn-primary" title="Explore" target="" > <span>Explore</span> </a> </div> </div> </div> <img decoding="async" class="bg-img" src="https://www.symphonyai.com/wp-content/uploads/CTA-Graph@2x.png" alt="" /> </section> <section class="section block_FR003 bg-transparent"> <div class="container"> <div class="row"> <div class="col-span-12"> <div class="block-caption"> <h2 class="heading-2 heading mb-[20px]"> Related resources </h2> <div> </div> </div> </div> <div class="col-span-12"> <div class="resource-wrapper"> <div class="highlight"> <div class="resource-tile-new"> <a class="resource-link" target="_self" href="https://www.symphonyai.com/resources/infographic/industrial/navigating-industrial-ai-opportunity/"> </a> <div class="resource-thumbnail lg:ml-[-1px]"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Navigating-the-Industrial-AI-opportunity.svg" alt="thumbnail" /> <div class="heading-link labels-group"> <span class="font-bold text-lg !text-sol-white"> <i style="background-color: #ffb600"></i> Industrial </span> </div> </div> <div class="content-wrapper"> <div class="top-content">  <span class="type text-sm uppercase"> Infographic </span> <span class="resource-title text-5"> Navigating the Industrial AI opportunity </span> </div> <div class="bottom-content"> <div class="flex items-center justify-start gap-[5px]"> <span class="font-bold text-lg text-sol-royal-blue"> Read now </span> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none"> <path d="M9 6L15 12L9 18" stroke="#0074E8" stroke-width="2"/> </svg> </div> </div> </div> </div> </div> <div class="resource-list-new w-full "> <div class="resource-tile-new"> <a class="resource-link" target="_self" 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