Process Development – Quartic.ai

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href="https://www.quartic.ai/demo/">Request Demo</a> </div> </div> </div> </nav> </header> <div class="site"> <div class="section has-bg-color-black has-vertical-padding has-navbar-offset bg-cover bg-center" id="productDetailsSection0" style="background-image: linear-gradient(0deg, hsla(15, 80%, 3%, 0.7) 0%, hsla(15, 80%, 3%, 0.7) 100%), 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;">Accelerated Product and Process Development with AI</h1> </div> </div> <div class="row mt-5"> <div class="col col-md-8 offset-md-2"> <figure style="background-color: #00000080; border-radius: 6px; padding: 1rem;"> <blockquote cite="https://www.chemicalprocessing.com/asset-management/digitalization-iiot/news/11296226/these-five-technologies-will-disrupt-the-chemicals-industry"> <p>"Applying machine learning to materials development can not only improve R&D cost and efficiency but also help enable new business models and greater agility."</p> </blockquote> <figcaption>—<cite style="font-size: .9rem;"><a href="https://www.chemicalprocessing.com/asset-management/digitalization-iiot/news/11296226/these-five-technologies-will-disrupt-the-chemicals-industry" target="_blank" rel="noreferrer noopener" class="text-white no-underline" rel="noopener noreferrer nofollow">Chemical Processing Magazine</a></cite></figcaption> </figure> <p class="fw-normal mb-md-4">New product introduction is the key competitiveness factor for all process manufacturers, but process development (PD) capacity is not sufficient to keep up with the increasing demand. Lack of PD capacity becomes a bottleneck to much needed manufacturing capacity.</p> <p class="fw-normal mb-md-4">The complexity of molecules – chemical, biologic, and biochemical – is increasing the complexity of data relationships. With legacy software, statistical tools, and DoE methods at their disposal, PD teams are continually under pressure to meet the demand.</p> <p class="fw-normal mb-md-4">Machine Learning (ML) can accelerate PD, but large amount of data required by most ML algorithms is never available during PD. Fortunately, the inherent experimental nature of PD and prior knowledge is always available.</p> <p class="fw-normal mb-md-4">With our sample-efficient, small-data AI, Quartic has revolutionized the way PD is done and will be done in the future. Leaders in the industry are using this application to complete PD campaigns with unprecedented speed.</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="mt-4 mx-auto" style="width: 600px; max-width: 100%;"> <p class="mb-md-4 move-right">"The PD optimizer gives us the ability to find optimal batch conditions in fewer runs, reducing raw materials costs and shaving weeks off our timeline- ultimately driving better productivity across the PD campaigns"<br>- PD scientist at global pharmaceutical company</p> <div class="video-embed move-down mb-5"> <iframe width="560" height="315" src="https://www.youtube.com/embed/rgRwlh_6530" 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-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">Higher productivity of PD teams and PD campaigns</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Reduction in material consumption</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Data and evidence-based CMC and control strategy design using final characterization outcomes</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Digital Tech Transfer ready</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Process investigations and improvement can be linked back to the PD outcome for design space reference </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">Small-data, sample efficient AI leverages scientists’ knowledge and hypothesis</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Completely explainable</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Iterative characterization hypothesis testing</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Outcome (such as titer) prediction before applying the optimized recommendations</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Completely digital workflow, digital records of experiments and campaigns</span> </li> <li class="mb-3"> <span class="fw-light mb-0">GxP compliance</span> </li> <li class="mb-3"> <span class="fw-light mb-0">Native PAT data consumption</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-3 g-2 g-md-4 justify-center 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="https://youtu.be/ZvHxY4RaTqM" target="_blank" rel="noreferrer noopener">Using AI to Optimize Process Development – A New Paradigm for Efficient PD</a></p> <p class="fw-light text-white mb-4">Chris Demers, Ph.D., Principal Scientist at Catalent, Suresh Ramanan, Associate Principal at ZS, and Vinodh Rodrigues, Life Sciences Product Owner at Quartic.ai, will share the benefits of digitalization and optimization in PD for accelerating and driving efficiency in the early stages of the product journey.</p> <br> <p class="mt-auto"><a href="https://youtu.be/ZvHxY4RaTqM" target="_blank" rel="noreferrer noopener">Watch video →</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/optimizing-doe-and-production-runs-with-little-data/">Optimizing DoE and Production Runs with Little Data</a></p> <p class="fw-light text-white mb-4">In this blog Quartic.ai chief data scientist Xiaozhou Wang, illustrates the improvement that Bayesian Optimization process provides for DoE and production runs in batch processes.</p> <br> <p class="mt-auto"><a href="/blog/optimizing-doe-and-production-runs-with-little-data/">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 PD Optimizer 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: "40f9f4ab-f299-4e8c-bf2d-e726bcee8fdb" }); </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" 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