Batch MVDA – Quartic.ai

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url('/wp-content/uploads/ind-lifesciences.jpg');"> <div class="container content-container text-start text-sm-center"> <div class="row"> <div class="col"> <h1 class="mb-3" style="font-size: 40px;">Modern, Scalable Batch MVDA and MSPC</h1> </div> </div> <div class="row mt-5"> <div class="col col-md-8 offset-md-2"> <p class="fw-normal mb-md-4">The complexity of batch manufacturing processes is increasing the need for analytics methods to solve problems such as deviation investigations, fault detection, process change assessment, and process improvements. The nature of data relationships is not only multi-variate but also often non-linear.</p> <p class="fw-normal mb-md-4">Legacy MSPC (Multivariate Statistical Process Control) workbenches and tools used for modelling and monitoring are not able to serve these needs anymore.</p> <p class="fw-normal mb-md-4">The high cost and complexity of deployment of a few purpose-built multi-variate batch modelling and monitoring applications (MVDA software) keeps them out of reach for many and makes scaling impossible.</p> <p class="fw-normal mb-md-4">These applications require too much effort on contextual data preparation, are difficult to transition from off-line to online, are hard to scale and do not offer predictive modelling – making you spend more time making the application work rather than actual modelling and deployment.</p> <p class="fw-normal mb-md-4">There is a better way.</p> </div> </div> </div> </div> <div class="section has-bg-color-black has-vertical-padding" id="productDetailsSection1"> <div class="container content-container text-center"> <div class="row"> <div class="col col-md-8 offset-md-2"> <h3 class="mt-4 mt-sm-0 mb-2 move-right">The most innovative and complete batch analytics, monitoring and optimization software</h3> <p class="mb-md-4 move-right">Being adopted by leaders in life sciences, chemicals, agrosciences, and advanced materials manufacturing</p> </div> </div> <div class="mt-4 mx-auto" style="width: 600px; max-width: 100%;"> <div class="video-embed move-down mb-5"> <iframe width="560" height="315" src="https://www.youtube.com/embed/qxU8lvizFx0" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> </div> </div> <div class="row mt-3 hidden"> <div class="col col-md-8 offset-md-2"> <p class="mb-md-4 move-right">“With the Quartic digital RCM application, our maintenance and reliability practitioners were able to turn FMEA’s into failure mode monitoring agents that are monitoring every critical failure mode. We now make all our maintenance decisions based on risk alerts, we our well on our way to eliminating route- based monitoring”<br>- Fortune 100 Food & Beverage company</p> </div> </div> <div class="row mt-5"> <div class="col"> <a class="btn q-btn ms-0 ms-lg-2" aria-current="page" href="/demo/">Request Demo</a> </div> </div> </div> </div> <div class="section has-bg-color-black has-vertical-padding" id="productDetailsSection2"> <div class="container content-container"> <div class="row"> <div class="col col-md-8 offset-md-2"> <div class="row row-cols-1 row-cols-lg-2 g-lg-4 g-2"> <div class="col d-flex flex-column"> <h3 class="mt-4 mt-sm-0 mb-2 mb-md-4 text-center move-right">Benefits</h3> <div class="card q-card text-white bg-transparent h-100 pt-2 move-down"> <div class="card-body text-left"> <ul class="has-orange-markers"> <li class="mb-3"> <span class="fw-light mb-0">Unified workflow for use by multiple personas – R&D, Process Development (PD), Manufacturing Technology (MTech, MSAT), operations, and quality ensures consistency of knowledge, understanding and investigations.</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Data engineering and data preparation efforts are eliminated – increasing productivity of teams.</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Elastic scaling in the cloud and on-prem ensures value-based scaling and spend.</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Investigation and fault detection time is reduced.</span> </li> </ul> </div> </div> </div> <div class="col d-flex flex-column"> <h3 class="mt-4 mt-sm-0 mb-2 mb-md-4 text-center move-right">Differentiators</h3> <div class="card q-card text-white bg-transparent h-100 pt-2 move-down"> <div class="card-body text-left"> <ul class="has-orange-markers"> <li class="mb-3"> <span class="fw-light mb-0">Legacy MSPC (PCA, UMAP, PLS) and modern machine learning in one workflow with state-of-the-art web UX</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Contextualized data – product, batch, process train, unit operation - ready for analytics</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Off-line analytics and On-line monitoring in a common workflow</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Global and local parameter significance/contribution for historical, real-time, and predicted trajectory</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Native ingestion, assaying, and modelling of PAT spectral data for consumption in MSPC workflow</span> </li> </ul> </div> </div> </div> </div> <div class="row mt-5"> <div class="col"> <a class="btn q-btn ms-0 ms-lg-2" aria-current="page" href="/demo/">Request Demo</a> </div> </div> </div> </div> </div> </div> <div class="section has-bg-color-black has-vertical-padding" id="productDetailsSection3"> <div class="container content-container"> <h3 class="mb-lg-4 move-right">Additional Content</h3> <div class="row row-cols-1 row-cols-md-2 row-cols-lg-4 g-2 g-md-4 text-left"> <div class="col"> <div class="card h-100 q-card bg-transparent move-down"> <div class="card-body d-flex flex-column"> <p class="fw-bold text-white mb-1"><a href="/blog/introduction-to-modern-mvda/" target="_blank" rel="noreferrer noopener">Manufacturing needs MVDA: An introduction to modern, scalable multivariate data analysis</a></p> <p class="fw-light text-white mb-4">Although there are speed efficiencies that can be achieved by successfully digitizing the enterprise, the competitive advantages will be gained by achieving a new level of process understanding that can be leveraged to produce at a higher quality, in shorter time, at lower cost.</p> <br> <p class="mt-auto"><a href="/blog/introduction-to-modern-mvda/" target="_blank" rel="noreferrer noopener">Read article →</a></p> </div> </div> </div> <div class="col"> <div class="card h-100 q-card bg-transparent move-down"> <div class="card-body d-flex flex-column"> <p class="fw-bold text-white mb-1"><a href="/blog/repeatedly-deliver-a-golden-batch-with-ml/">The Myth of the Elusive Golden Batch?</a></p> <p class="fw-light text-white mb-4">In this blog, we discuss how the challenges associated with replicating a ‘golden batch’ are often rooted in not having a manufacturing system that can recreate the exact conditions that produced the ‘golden batch’. Read on to learn how a machine learning batch analytics platform addresses these challenges.</p> <br> <p class="mt-auto"><a href="/blog/repeatedly-deliver-a-golden-batch-with-ml/">Read article →</a></p> </div> </div> </div> <div class="col"> <div class="card h-100 q-card bg-transparent move-down"> <div class="card-body d-flex flex-column"> <p class="fw-bold text-white mb-1"><a href="https://www.youtube.com/watch?v=heY6AWZh1TI" target="_blank" rel="noreferrer noopener">Webinar: Using Modern MVDA and Predictive Modeling to Optimize Batch Performance</a></p> <p class="fw-light text-white mb-4">Join batch manufacturing expert Dennis Brandl to understand the existing challenges and the opportunities offered by digitalization; and learn how Quartic’s Batch Analytics application uses machine-learning-enabled MVDA to identify the root causes of variability and deploy resulting predictive models, to continually optimize your batch performance.</p> <br> <p class="mt-auto"><a href="https://www.youtube.com/watch?v=heY6AWZh1TI" target="_blank" rel="noreferrer noopener">Watch webinar →</a></p> </div> </div> </div> <div class="col"> <div class="card h-100 q-card bg-transparent move-down"> <div class="card-body d-flex flex-column"> <p class="fw-bold text-white mb-1"><a href="/blog/embracing-variability/">To achieve Agility in manufacturing – embrace Variability</a></p> <p class="fw-light text-white mb-4">With supply chain disruptions and the increasing pace of new product introductions, variability has almost become a constant for process manufacturers. In this blog series, Rajiv Anand, founder, and CEO of Quartic.ai discusses how to embrace variability to build an agile manufacturing enterprise.</p> <br> <p class="mt-auto"><a href="/blog/embracing-variability/">Read article →</a></p> </div> </div> </div> </div> </div> </div> <div class="section has-bg-color-black has-vertical-padding" id="productDetailsSection3"> <div class="container content-container text-center"> <div class="d-flex justify-center"> <div class="w-full lg:w-2/3"> <h3 class="mb-lg-4 move-right">Download batch MVDA application note</h3> <script charset="utf-8" type="text/javascript" src="//js.hsforms.net/forms/embed/v2.js"></script> <script> hbspt.forms.create({ region: "na1", portalId: "5091653", formId: "c6aa77ef-1919-47db-8605-ede4dcfee4be" }); </script> </div> </div> </div> </div>  <div id="contactSection" class="section has-bg-color-black has-vertical-padding text-white"> <div class="container"> <h3 class="fw-bold q-text-shadow-none move-left">Stay in touch</h3> <div class="card q-card move-down m-auto" id="contactCard"> <div class="card-body"> <form id="contactForm"></form> </div> </div> </div> </div>  <div class="px-4 pt-12 pb-2 w-100 footer footer-lg" id=""> <div class="container"> <div class="lg:flex lg:justify-between lg:align-items-start"> <div class="lg:mr-5 text-center"> <img src="https://www.quartic.ai/wp-content/uploads/q-ai-white.svg" alt="" class="mb-5"> <div class="flex flex w-100 justify-center items-center mb-5 lg:mb-10"> <a class="mx-3" href="https://twitter.com/quarticai"> <img class="w-[20px]" src="https://www.quartic.ai/wp-content/themes/quartic/assets/images/icons/icon-twitter.svg" alt="Twitter" /> </a> <a class="mx-3" href="https://www.linkedin.com/company/quartic.ai/"> <img class="w-[20px]" src="https://www.quartic.ai/wp-content/themes/quartic/assets/images/icons/icon-linked-in.svg" alt="LinkedIn" /> </a> <a class="mx-3" href="https://www.youtube.com/channel/UCxg4jen6CLP69Rvhj-GGQiQ"> <img class="w-[20px]" src="https://www.quartic.ai/wp-content/themes/quartic/assets/images/icons/icon-youtube.svg" alt="YouTube" /> </a> </div> <a href="https://www.quartic.ai/demo/" class="btn q-btn mt-auto text-white -mr-2 mb-10 lg:mb-5">Request Demo</a> </div> <div class="lg:flex lg:align-items-start"> <div class="flex flex-column text-center lg:text-left lg:mx-5 mb-5"> <h2 class="h6 text-white">Products</h2> <a class="pt-2" href="https://www.quartic.ai/qplatform/">Quartic Platform</a> <a class="pt-2" href="https://www.quartic.ai/qdata/">Quartic DataOps</a> <a class="pt-2" href="https://www.quartic.ai/qintelligence/">Quartic Intelligence</a> <a class="pt-2" href="https://www.quartic.ai/qapplications/">Quartic Applications</a> </div> <div class="flex flex-column text-center lg:text-left lg:mx-5 mb-5"> <h2 class="h6 text-white">Industries</h2> <a class="pt-2" href="https://www.quartic.ai/lifesciences/">Life Sciences</a> <a class="pt-2" href="https://www.quartic.ai/batch-process-manufacturing/">Batch Process Manufacturing</a> </div> <div class="flex flex-column text-center lg:text-left lg:mx-5 mb-5"> <h2 class="h6 text-white">Applications</h2> <a class="pt-2" href="https://www.quartic.ai/applications/">Overview</a> <a class="pt-2" href="https://www.quartic.ai/applications/process-optimizer/">Process Optimizer</a> <a class="pt-2" href="https://www.quartic.ai/applications/reliability/">Reliability</a> <a class="pt-2" href="https://www.quartic.ai/applications/mvda/">Batch MVDA</a> <a class="pt-2" href="https://www.quartic.ai/applications/process-development/">Process Development</a> <a class="pt-2" href="https://www.quartic.ai/applications/pat/">Automated PAT</a> </div> <div class="flex flex-column text-center lg:text-left lg:ml-5 mb-5"> <h2 class="h6 text-white">Company</h2> <a class="pt-2" href="https://www.quartic.ai/blog/">Blog</a> <a class="pt-2" href="https://www.quartic.ai/about/">About</a> <a class="pt-2" href="https://www.quartic.ai/policies/privacy/">Privacy Policy</a> <a class="pt-2" href="https://www.quartic.ai/policies/quality/">Quality Policy</a> </div> </div> </div> </div> </div>  <div class="footer footer--secondary px-4 pl-6 py-12 w-100 text-left text-center text-white font-normal"> © 2024 – <a href="https://www.quartic.ai" class="text-white hover:underline focus:underline">Quartic.ai.</a> All Rights Reserved </div> </div>  <button type="button" id="hs_show_banner_button" style="background-color: #ED7044; 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