Semiconductor - SymphonyAI

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class="flex button-block"> <a href="https://www.symphonyai.com/industrial/get-started/" class="btn btn-primary" title="Get started" target=""> <span>Get started</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/Semiconductor-industry.jpg" alt="" /> </div> </div> </div> </div> </section> <section id="block_522d4281481106e8d8ea8f67afb5102d" 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"> Manufacturing solutions for the semiconductor industry </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/WhySAI-retail-loyalty-growth.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Vision inspection</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>Machine vision software offers microscopic inspection of semiconductor products with connectors to a wide-range of optical inspection systems and camera devices. Rich information captured by the vision system鈥攁ugmented with AI鈥攂ecomes a real-time proactive part of the production line process. Pre-built vision inspection templates offer rapid set-up, training and deployment into production.</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-retail-connect-disjointed-silos.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Real-time quality assessment</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>The semiconductor industry benefits from anomaly detection and prediction by monitoring production quality in real-time with automated defect detection, production unit health scores, alerts and notifications. AI models combine live image data with operating data for accurate defect classification and sorting.</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-retail-respond-fast-trends.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">AI optimization of production</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>Semiconductor manufacturers get peak performance thanks to deep learning AI models layered with image AI for quality forecasting and pre-cursor detection. Real-time process optimization advisories run semiconductor production close to golden batch conditions, while providing automated model re-training for anomaly detection, forecasts, soft-sensing, and optimization.</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-retail-omnichannel-availability.svg" alt="" class="card-icon" /> <div class="card-caption"> <h5 class="heading mb-[24px] dark:text-sol-white">Lot traceability</h5> <div class="text-paragraph sub-heading dark:text-sol-white"><p>A crucial component in semiconductor manufacturing, lot traceability ensures end-to-end visibility and accountability throughout the production process. By meticulously tracking and documenting each lot’s production journey, from materials to final output, SymphonyAI empowers manufacturers to swiftly identify, isolate, and rectify any issues, enhancing efficiency, quality, and compliance.</p> </div> </div> </div> </div> </div> </div> </section> <section class="section block_AB009 block_AB009--default bg-transparent"> <div class="container"> <div class="block-title"> <h2 class="heading-default heading text-center dark:text-sol-white"> Benefits </h2> </div> <div class="block-caption"> <div class="grid xl:grid-cols-3 md:grid-cols-2 gap-[30px]"> <div class="block-item"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-icon-copilot-1.svg" alt="" class="card-icon" /> <div class="card-caption flex flex-col justify-center h-full"> <h5 class="heading mb-[24px] dark:text-sol-white">Improved quality</h5> <div class="sub-heading dark:text-sol-white"><p>Get a significant increase in vision inspection accuracy – of up to 90% or more – compared to manual inspection methods, made possible by automated defect detection and classification systems.</p> </div> </div> </div> </div> <div class="block-item"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-icon-analytics-1.svg" alt="" class="card-icon" /> <div class="card-caption flex flex-col justify-center h-full"> <h5 class="heading mb-[24px] dark:text-sol-white">Increased efficiency</h5> <div class="sub-heading dark:text-sol-white"><p>Boost efficiency through automated fault detection, enhancing operations, accountability, and decision speed. Gain visibility into manufacturing, streamlining maintenance, and benefit from integrated production lines with optical inspections for better manufacturing decisions.</p> </div> </div> </div> </div> <div class="block-item"> <div class="block-card"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-icon-Cost-savings.svg" alt="" class="card-icon" /> <div class="card-caption flex flex-col justify-center h-full"> <h5 class="heading mb-[24px] dark:text-sol-white">Cost savings</h5> <div class="sub-heading dark:text-sol-white"><p>Experience multi-million-dollar savings in inspection labor and scrap prevention. Benefit from extended life of assets and equipment. And save on maintenance costs and machine downtime by predicting and isolating industrial equipment that is out of calibration.</p> </div> </div> </div> </div> <div class="block-item"> <div 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 flex flex-col justify-center h-full"> <h5 class="heading mb-[24px] dark:text-sol-white">Enhanced compliance</h5> <div class="sub-heading dark:text-sol-white"><p>Lot traceability offers manufacturers the ability to track and trace the entire production process of semiconductor lots, enabling swift issue identification and resolution, leading to enhanced quality control and compliance with industry standards.</p> </div> </div> </div> </div> </div> </div> </div> </section> <section class="section block_AB011 bg-transparent"> <div class="container"> <div class="row items-end mb-[48px] lg:gap-0 gap-[20px]"> <div class="md:col-span-6 lg:col-span-7 col-span-12"> <h2 class="heading-default heading mb-0 dark:text-sol-white"> Explore all products </h2> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12"> </div> </div> <div class="block-solutions"> <ul class="block-card "> <li> <a href="https://www.symphonyai.com/industrial/manufacturing-operations-management/" target="_blank" class="item-card !flex flex-col justify-between has-link" title="Learn more"> <div class="flex flex-col items-start"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-icon-operations-management.svg" alt="" class="icon-card mb-3" /> <h5 class="new-title mb-3 dark:text-sol-white">Manufacturing Operations Management</h5> <div class="text-paragraph sub-heading lg:min-h-[70px] dark:text-sol-white"><p>Track what鈥檚 important and gain insights from the hidden data behind your product execution process.</p> </div> </div> <div> <div class="flex justify-end align-center pt-[20px] 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dark:grayscale"> <svg xmlns="http://www.w3.org/2000/svg" width="26" height="14" viewBox="0 0 26 14" fill="none"> <path d="M18.913 1L25 7M25 7L18.913 13M25 7L1 7" stroke="#0074E8" stroke-linecap="square"/> </svg> </div> </div> </a> </li> <li> <a href="https://www.symphonyai.com/industrial/performance-and-reliability/" target="_blank" class="item-card !flex flex-col justify-between has-link" title="Learn more"> <div class="flex flex-col items-start"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Manufacturing-icon-performance-reliability.svg" alt="" class="icon-card mb-3" /> <h5 class="new-title mb-3 dark:text-sol-white">Performance and Reliability</h5> <div class="text-paragraph sub-heading lg:min-h-[70px] dark:text-sol-white"><p>Unite trusted technology with cutting-edge AI.</p> </div> </div> <div> <div class="flex justify-end align-center pt-[20px] dark:brightness-200 dark:contrast-200 dark:grayscale"> <svg xmlns="http://www.w3.org/2000/svg" width="26" 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