Predictive AI architecture - Eureka AI

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class="md:col-span-6 col-span-12 flex items-center"> <div class="block-caption"> <h3 class="eyebrow text-overline mb-0 text-sol-white"> Eureka AI platform </h3> <h1 class="heading-default text-sol-white heading-2 !mb-0"> Predictive AI layer </h1> <div class="text-paragraph sub-heading mb-0 text-sol-white"> <p>Accelerate your AI journey and make informed decisions quickly and confidently. Predictive AI models are fine-tuned using vast amounts of industry-relevant data, ensuring high accuracy and performance right out of the box.</p> </div> <div class="flex button-block"> <a href="https://www.symphonyai.com/get-started/" class="btn btn-primary" title="Get started with Eureka" target=""> <span>Get started with Eureka</span> </a> <a href="https://www.symphonyai.com/products/" class="btn btn-outline btn-outline-white btn-secondary-color" title="Explore products" target=""> <span>Explore products</span> </a> </div> </div> </div> <div class="md:col-start-8 md:col-end-13 col-span-12 flex"> <div class="block-media"> <img decoding="async" class="bg-img" src="https://www.symphonyai.com/wp-content/uploads/Graphic7-PredictiveAIPlatform-01-01-scaled.jpg" alt="Predictive AI Platform layer Eureka AI" /> </div> </div> </div> </div> </section> <section id="block_b3b226a6203dddeddf641dc39bad1ea5" class="section block_AB005 dark bg-default"> <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"> Platform capabilities </h2> </div> </div> </div> <div class="row"> <div class="col-span-12 sm:col-span-6 mb-[48px]"> <div class="block-card"> <lottie-player class="card-icon lottie" src="https://www.symphonyai.com/wp-content/uploads/2023/09/benefit_icon_05-1.json" background="transparent" loop autoplay speed="1"></lottie-player> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Pre-tuned models optimized for your industry’s unique challenges</h5> </div> </div> </div> <div class="col-span-12 sm:col-span-6 mb-[48px]"> <div class="block-card"> <lottie-player class="card-icon lottie" src="https://www.symphonyai.com/wp-content/uploads/benefit_icon_06.json" background="transparent" loop autoplay speed="1"></lottie-player> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Specialized data connectors</h5> </div> </div> </div> <div class="col-span-12 sm:col-span-6 mb-[48px]"> <div class="block-card"> <lottie-player class="card-icon lottie" src="https://www.symphonyai.com/wp-content/uploads/2023/09/benefit_icon_03.json" background="transparent" loop autoplay speed="1"></lottie-player> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Curated datasets enhance model accuracy and relevance</h5> </div> </div> </div> <div class="col-span-12 sm:col-span-6 md:mb-12"> <div class="block-card"> <lottie-player class="card-icon lottie" src="https://www.symphonyai.com/wp-content/uploads/2023/09/benefit_icon_02.json" background="transparent" loop autoplay speed="1"></lottie-player> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Built-in industry workflows and best practices</h5> </div> </div> </div> </div> </div> </section> <section id="block_02eeeff4d7ce6be8b6dfd98993a63675" class="section block_AB002 bg-default flip-columns relative"> <div class="container relative z-10"> <div class="row items-center"> <div class="col-span-12 md:col-span-6"> <div class="block-caption"> <h2 class="heading-default heading mb-0"> Large-scale predictive AI model training </h2> <div class="sub-heading mb-0 text-sol-white"> <p><p>Train millions of models simultaneously with advanced data, model, and pipeline parallelization.</p> <ul> <li>Train and validate models across various domains and use cases</li> <li>Maximize computational resource efficiency</li> <li>Scale to solve increasingly complex business challenges</li> </ul> </p> </div> <div class="block-btn"> </div> </div> </div> <div class="col-span-12 md:col-span-6 md:order-first order-last"> <div class="block-media "> <div class="block-img"> <img decoding="async" width="8333" height="8333" src="https://www.symphonyai.com/wp-content/uploads/Graphic8-MassiveMLPipelineAIModelTraining-01.jpg" class="attachment-full size-full" alt="Large-scale predictive AI model training" loading="lazy" /> </div> </div> </div> </div> </div> </section> <section id="block_51fd581874a7744765b964a40ac75304" class="section block_AB002 bg-default relative"> <div class="container relative z-10"> <div class="row items-center"> <div class="col-span-12 md:col-span-6"> <div class="block-caption"> <h2 class="heading-default heading mb-0"> Fast inference capabilities </h2> <div class="sub-heading mb-0 text-sol-white"> <p><p>The Eureka platform is engineered for high-throughput, low-latency ML inference at scale. This unique parallel processing architecture simultaneously segments data, evaluates models, and ingests new information鈥攆or industry-leading performance.</p> <ul> <li>Built-in data, model, and pipeline parallelism runs complex AI models across petabyte-scale data with speed and efficiency</li> <li>Transform massive data sets into actionable insights</li> <li>Maintain peak performance as your data grows</li> <li>Respond in near real-time to changing business dynamics</li> </ul> </p> </div> <div class="block-btn"> </div> </div> </div> <div class="col-span-12 md:col-span-6 "> <div class="block-media "> <div class="block-img"> <img decoding="async" width="2560" height="2126" src="https://www.symphonyai.com/wp-content/uploads/Graphic9-FastInferenceCapabilities2-01-scaled.jpg" class="attachment-full size-full" alt="Fast Inference Capabilities" loading="lazy" srcset="https://www.symphonyai.com/wp-content/uploads/Graphic9-FastInferenceCapabilities2-01-scaled.jpg 2560w, https://www.symphonyai.com/wp-content/uploads/Graphic9-FastInferenceCapabilities2-01-300x249.jpg 300w, https://www.symphonyai.com/wp-content/uploads/Graphic9-FastInferenceCapabilities2-01-1024x850.jpg 1024w, https://www.symphonyai.com/wp-content/uploads/Graphic9-FastInferenceCapabilities2-01-768x638.jpg 768w, https://www.symphonyai.com/wp-content/uploads/Graphic9-FastInferenceCapabilities2-01-1536x1275.jpg 1536w, https://www.symphonyai.com/wp-content/uploads/Graphic9-FastInferenceCapabilities2-01-2048x1700.jpg 2048w" sizes="(max-width: 2560px) 100vw, 2560px" /> </div> </div> </div> </div> </div> </section> <section id="block_5d1dda19b2162aab151940379065517b" class="section block_AB002 bg-default flip-columns relative"> <div class="container relative z-10"> <div class="row items-center"> <div class="col-span-12 md:col-span-6"> <div class="block-caption"> <h2 class="heading-default heading mb-0"> Advanced monitoring and model governance </h2> <div class="sub-heading mb-0 text-sol-white"> <p><p>Ensure peak, lasting performance. Eureka’s advanced monitoring and state-of-the-art explainable AI techniques ensure your AI stays accurate, transparent, and aligned with your evolving business goals.</p> <ul> <li>Gain full visibility into model behavior and decision-making</li> <li>Detect and correct model drift before it impacts results</li> <li>Maintain peak model performance automated model retraining</li> <li>Fine-tune models easily as your business needs change with customizable workflows</li> </ul> </p> </div> <div class="block-btn"> </div> </div> </div> <div class="col-span-12 md:col-span-6 md:order-first order-last"> <div class="block-media "> <div class="block-img"> <img decoding="async" width="2560" height="2126" src="https://www.symphonyai.com/wp-content/uploads/Graphic10-ADvancedMonitoringAndAutomatedModelManagement-01-1-scaled.jpg" class="attachment-full size-full" alt="Advanced monitoring and automated model management" loading="lazy" srcset="https://www.symphonyai.com/wp-content/uploads/Graphic10-ADvancedMonitoringAndAutomatedModelManagement-01-1-scaled.jpg 2560w, https://www.symphonyai.com/wp-content/uploads/Graphic10-ADvancedMonitoringAndAutomatedModelManagement-01-1-300x249.jpg 300w, https://www.symphonyai.com/wp-content/uploads/Graphic10-ADvancedMonitoringAndAutomatedModelManagement-01-1-1024x850.jpg 1024w, https://www.symphonyai.com/wp-content/uploads/Graphic10-ADvancedMonitoringAndAutomatedModelManagement-01-1-768x638.jpg 768w, https://www.symphonyai.com/wp-content/uploads/Graphic10-ADvancedMonitoringAndAutomatedModelManagement-01-1-1536x1275.jpg 1536w, https://www.symphonyai.com/wp-content/uploads/Graphic10-ADvancedMonitoringAndAutomatedModelManagement-01-1-2048x1700.jpg 2048w" sizes="(max-width: 2560px) 100vw, 2560px" /> </div> </div> </div> </div> </div> </section> <section id="block_8ffebef67f672c815c0bdeb9e57c4c0a" class="section block_AB007 bg-default !pb-0"> <div class="container"> <div class="block-title mb-[80px]"> <h3 class="heading-2 heading"> Explore the Eureka AI platform </h3> <div class="block-btn"> </div> </div> <div class="row"> <div class="col-span-12 lg:col-span-4 mb-[48px]"> <div class="block-card"> <lottie-player class="card-icon lottie" src="https://www.symphonyai.com/wp-content/uploads/2023/09/benefit_icon_05-1.json" background="transparent" loop autoplay speed="1"></lottie-player> <div class="card-caption"> <h6 class="heading mb-[24px]">Intelligent data</h6> <div class="text-paragraph"><p>Engineered for large-scale training and operation of both predictive and generative AI models at petabyte scale </p> </div> </div> <div class="block-btn"> <a href="https://www.symphonyai.com/ai-strategy/ai-platform/intelligent-data/" class="arrow-link" title="Learn more"> <span>Learn more</span> </a> </div> </div> </div> <div class="col-span-12 lg:col-span-4 mb-[48px]"> <div class="block-card"> <lottie-player class="card-icon lottie" src="https://www.symphonyai.com/wp-content/uploads/2023/09/benefit_icon_02.json" background="transparent" loop autoplay speed="1"></lottie-player> <div class="card-caption"> <h6 class="heading mb-[24px]">Generative AI</h6> <div class="text-paragraph"><p>Rapidly capitalize on generative AI advancements to remain adaptive and competitive</p> </div> </div> <div class="block-btn"> <a href="https://www.symphonyai.com/ai-strategy/ai-platform/generative-ai/" class="arrow-link" title="Learn more"> <span>Learn more</span> </a> </div> </div> </div> <div class="col-span-12 lg:col-span-4 mb-[48px]"> <div class="block-card"> <lottie-player class="card-icon lottie" src="https://www.symphonyai.com/wp-content/uploads/2023/09/benefit_icon_04.json" background="transparent" loop autoplay speed="1"></lottie-player> <div class="card-caption"> <h6 class="heading mb-[24px]">Dynamic UI/UX </h6> <div class="text-paragraph"><p>By putting generative AI at the heart of product design, SymphonyAI solutions are easy to learn and use</p> </div> </div> <div class="block-btn"> <a href="https://www.symphonyai.com/ai-strategy/ai-platform/dynamic-ui-ux/" class="arrow-link" title="Learn more"> <span>Learn more</span> </a> </div> </div> </div> </div> </div> </section> <section class="section block_TXT002 bg-default !pt-0"> <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/SymphonyAI_Eurekaanimation_20240829.gif" alt="SymphonyAI Eureka AI Architecture" /> </div> <div class="block-caption"> </div> </div> </section> <section class="section block_FR003 bg-light-blue"> <div class="container"> <div class="row"> <div class="col-span-12"> <div class="block-caption"> <h3 class="heading-2 heading mb-[20px]"> Related resources </h3> <div> <p> <a 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touch</span> </a> </div> </div> </div> </div> </div> <video id="" class="bg-video" preload="none" autoplay muted playsinline loop poster="https://www.symphonyai.com/wp-content/uploads/2023/09/vumbnail.jpg"> <source src="https://player.vimeo.com/progressive_redirect/playback/864931449/rendition/1080p/file.mp4?loc=external&signature=43a434108467eeee818e46b67e1f8c5496efdbd92d82e05cdd3981619a9ed147" type="video/mp4"> <source src="https://player.vimeo.com/progressive_redirect/playback/864931449/rendition/1080p/file.mp4?loc=external&signature=43a434108467eeee818e46b67e1f8c5496efdbd92d82e05cdd3981619a9ed147" type="video/mp4" media="all and (max-width: 480px)"> Your browser does not support the video tag. </video> </section> <section class="section block_AB019 bg-dark !pb-0"> <div class="container"> <div class="row items-start mb-[80px]"> <div class="md:col-span-6 lg:col-span-5 col-span-12"> <h2 class="heading-2 heading dark:text-sol-white !mb-0 text-sol-white"> Predictive AI layer FAQs </h2> <div class="text-paragraph-large mt-[24px] text-sol-white"> <p>The team at SymphonyAI is here to answer your questions about AI for business and our solutions. Here are some of the most common.</p> </div> </div> <div class="md:col-span-6 lg:col-start-7 lg:col-end-13 col-span-12 lg:mt-0 mt-[15px]"> <div class="faq" id="accordion-1077427091"> <div id="accordion-container-1077427091-1"> <div class="accordion" id="accordion-1077427091-1"> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-1077427091-1" aria-expanded="false" aria-controls="accordion-item-1077427091-1"> What is the Eureka AI platform? </button> </h2> <div id="accordion-item-1077427091-1" class="accordion-collapse collapse" data-bs-parent="#accordion-1077427091-1"> <div class="accordion-body"> <div class="accordion-description"><p>The <a href="https://www.symphonyai.com/ai-strategy/ai-platform/">Eureka AI platform</a> from SymphonyAI is the foundational platform upon which all SymphonyAI products are built. It is designed to enable rapid decision-making through pre-tuned AI models using extensive industry data. It offers fast inference capabilities for processing real-time data and delivering actionable insights.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-1077427091-2" aria-expanded="false" aria-controls="accordion-item-1077427091-2"> What are some key capabilities of SymphonyAI’s predictive AI? </button> </h2> <div id="accordion-item-1077427091-2" class="accordion-collapse collapse" data-bs-parent="#accordion-1077427091-1"> <div class="accordion-body"> <div class="accordion-description"><p>Key capabilities include pre-tuned models, large-scale training capabilities, fast inference, advanced monitoring, and model governance. Specialized data connectors and curated datasets ensure high model accuracy tailored to specific industry needs.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-1077427091-3" aria-expanded="false" aria-controls="accordion-item-1077427091-3"> What kind of datasets does SymphonyAI use to enhance model accuracy? </button> </h2> <div id="accordion-item-1077427091-3" class="accordion-collapse collapse" data-bs-parent="#accordion-1077427091-1"> <div class="accordion-body"> <div class="accordion-description"><p>SymphonyAI uses curated, industry-specific datasets to optimize model relevance and accuracy. These datasets ensure the AI models are highly tuned to the specific needs of each industry.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-1077427091-4" aria-expanded="false" aria-controls="accordion-item-1077427091-4"> How does SymphonyAI handle large-scale AI model training? </button> </h2> <div id="accordion-item-1077427091-4" class="accordion-collapse collapse" data-bs-parent="#accordion-1077427091-1"> <div class="accordion-body"> <div class="accordion-description"><p>The platform allows training of millions of models concurrently by optimizing data, model, and pipeline parallelization. This scalability helps businesses solve complex challenges by maximizing computational resources.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-1077427091-5" aria-expanded="false" aria-controls="accordion-item-1077427091-5"> What advantages does the Eureka AI platform offer in AI model monitoring and governance? </button> </h2> <div id="accordion-item-1077427091-5" class="accordion-collapse collapse" data-bs-parent="#accordion-1077427091-1"> <div class="accordion-body"> <div class="accordion-description"><p>The Eureka AI platform incorporates advanced monitoring tools and explainable AI techniques to ensure ongoing model accuracy and transparency. Features like model drift detection and automated retraining help maintain performance aligned with business goals.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-1077427091-6" aria-expanded="false" aria-controls="accordion-item-1077427091-6"> How does SymphonyAI’s platform ensure fast inference? </button> </h2> <div id="accordion-item-1077427091-6" class="accordion-collapse collapse" data-bs-parent="#accordion-1077427091-1"> <div class="accordion-body"> <div class="accordion-description"><p>The Eureka AI platform鈥檚 unique architecture supports high-throughput, low-latency ML inference by parallelizing data segmentation, model evaluation, and information ingestion. 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