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ai-for-decisions"><div class="overlay_noise-light"></div><div class="padding-global"><div class="container-large"><div class="padding-section-large"><div class="max-width-medium"><p class="is-txt-label">Statistical Computing Environment</p><div class="spacer-xsmall"></div><h1><strong class="bold-text-10">SCE Built for Scientific and Data-Driven Workflows</strong></h1><div class="spacer-xsmall"></div><p class="text-size-medium">Designed for clinical teams seeking GxP compliance, reproducibility, and traceability in drug development.</p><div class="spacer-medium-8"></div><div class="button-group"><a href="/contact-us" class="button max-width-full-mobile-portrait w-button">Talk to our Experts</a><a href="#value-proposition" class="button is-secondary max-width-full-mobile-portrait w-button">Learn More</a></div></div></div></div></div></header><div class="spacer-scroll-mask"></div></div><section data-w-id="717a12c5-b0d5-c60c-afd4-af9f0421e790" class="section_logo_stripe"><div 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class="logo_contact-form"/></div></div></div><div class="gradient-white-l-to-r"></div><div class="gradient-white-l-to-r inverted"></div></div></section><section id="service" class="section_service-description"><div id="value-proposition" class="padding-global"><div class="container-large"><div class="padding-section-large-28"><div class="is-txt-label">What You Gain</div><div class="spacer-xsmall"></div><div class="w-layout-grid layout253_component"><div id="w-node-ccfdfa63-e4ae-410a-e34a-a64515c8ffdb-483c35d4" class="layout_content"><h2><strong>Robust Computing Environment for Your Needs</strong></h2><div class="spacer-xsmall"></div><p class="text-size-medium text-weight-semibold">Get an SCE adapted to your research needs and set up by our expert engineers.</p></div><div class="w-layout-grid layout253_list"><div class="card_version-1"><div class="blur_aniamtion"><div class="icon-1x1-small w-embed"><svg width="auto" height="auto" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M17.028 0H6.972C2.604 0 0 2.604 0 6.972V17.028C0 21.396 2.604 24 6.972 24H17.028C21.396 24 24 21.396 24 17.028V6.972C24 2.604 21.396 0 17.028 0Z" fill="#6CA5E2"/> <path d="M19.5727 8.24424C19.5727 8.73624 19.1767 9.14424 18.6727 9.14424H12.3727C11.8807 9.14424 11.4727 8.73624 11.4727 8.24424C11.4727 7.75224 11.8807 7.34424 12.3727 7.34424H18.6727C19.1767 7.34424 19.5727 7.75224 19.5727 8.24424Z" fill="#6CA5E2"/> <path d="M9.56388 7.07987L6.86387 9.77988C6.68387 9.95988 6.45588 10.0439 6.22788 10.0439C5.99988 10.0439 5.75988 9.95988 5.59188 9.77988L4.69188 8.87988C4.33187 8.53188 4.33187 7.95588 4.69188 7.60788C5.03988 7.25988 5.60387 7.25988 5.96388 7.60788L6.22788 7.87187L8.29188 5.80788C8.63988 5.45988 9.20388 5.45988 9.56388 5.80788C9.91188 6.15588 9.91188 6.73187 9.56388 7.07987Z" fill="#6CA5E2"/> <path d="M19.5727 16.6441C19.5727 17.1361 19.1767 17.5441 18.6727 17.5441H12.3727C11.8807 17.5441 11.4727 17.1361 11.4727 16.6441C11.4727 16.1521 11.8807 15.7441 12.3727 15.7441H18.6727C19.1767 15.7441 19.5727 16.1521 19.5727 16.6441Z" fill="#6CA5E2"/> <path d="M9.56388 15.4798L6.86387 18.1798C6.68387 18.3598 6.45588 18.4438 6.22788 18.4438C5.99988 18.4438 5.75988 18.3598 5.59188 18.1798L4.69188 17.2798C4.33187 16.9318 4.33187 16.3558 4.69188 16.0078C5.03988 15.6598 5.60387 15.6598 5.96388 16.0078L6.22788 16.2718L8.29188 14.2078C8.63988 13.8598 9.20388 13.8598 9.56388 14.2078C9.91188 14.5558 9.91188 15.1318 9.56388 15.4798Z" fill="#6CA5E2"/> </svg></div></div><div class="spacer-xsmall"></div><h3 class="heading-style-h5">Regulatory Compliance</h3><div class="spacer-xxsmall"></div><p class="text-size-regular text-color-body">Meet 21 CFR Part 11 and GxP standards with clear records, easy-to-follow processes, and full audit support.</p></div><div class="card_version-1"><div class="blur_aniamtion"><div class="icon-1x1-small w-embed"><svg width="auto" height="auto" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M16.19 2H7.81C4.17 2 2 4.17 2 7.81V16.18C2 19.83 4.17 22 7.81 22H16.18C19.82 22 21.99 19.83 21.99 16.19V7.81C22 4.17 19.83 2 16.19 2Z" fill="#6CA5E2"/> <path d="M6.88086 18.9001C6.47086 18.9001 6.13086 18.5601 6.13086 18.1501V16.0801C6.13086 15.6701 6.47086 15.3301 6.88086 15.3301C7.29086 15.3301 7.63086 15.6701 7.63086 16.0801V18.1501C7.63086 18.5701 7.29086 18.9001 6.88086 18.9001Z" fill="#6CA5E2"/> <path d="M12 18.9C11.59 18.9 11.25 18.56 11.25 18.15V14C11.25 13.59 11.59 13.25 12 13.25C12.41 13.25 12.75 13.59 12.75 14V18.15C12.75 18.57 12.41 18.9 12 18.9Z" fill="#6CA5E2"/> <path d="M17.1191 18.9002C16.7091 18.9002 16.3691 18.5602 16.3691 18.1502V11.9302C16.3691 11.5202 16.7091 11.1802 17.1191 11.1802C17.5291 11.1802 17.8691 11.5202 17.8691 11.9302V18.1502C17.8691 18.5702 17.5391 18.9002 17.1191 18.9002Z" fill="#6CA5E2"/> <path d="M17.871 5.8201C17.871 5.7701 17.851 5.7101 17.841 5.6601C17.831 5.6201 17.821 5.5701 17.811 5.5301C17.791 5.4901 17.761 5.4601 17.741 5.4201C17.711 5.3801 17.681 5.3301 17.641 5.3001C17.631 5.2901 17.631 5.2801 17.621 5.2801C17.591 5.2601 17.561 5.2501 17.531 5.2301C17.491 5.2001 17.441 5.1701 17.391 5.1501C17.341 5.1301 17.291 5.1301 17.241 5.1201C17.201 5.1101 17.171 5.1001 17.131 5.1001H14.201C13.791 5.1001 13.451 5.4401 13.451 5.8501C13.451 6.2601 13.791 6.6001 14.201 6.6001H15.451C13.071 9.1001 10.071 10.8601 6.70096 11.7101C6.30096 11.8101 6.05096 12.2201 6.15096 12.6201C6.23096 12.9601 6.54096 13.1901 6.88096 13.1901C6.94096 13.1901 7.00096 13.1801 7.06096 13.1701C10.631 12.2801 13.821 10.4301 16.371 7.8101V8.7801C16.371 9.1901 16.711 9.5301 17.121 9.5301C17.531 9.5301 17.871 9.1901 17.871 8.7801V5.8501C17.871 5.8401 17.871 5.8301 17.871 5.8201Z" fill="#6CA5E2"/> </svg></div></div><div class="spacer-xsmall"></div><h3 class="heading-style-h5">Single Source of Truth</h3><div class="spacer-xxsmall"></div><p class="text-size-regular text-color-body">Create a unified system to bring teams together, share information seamlessly, and improve collaboration across research and operations.</p></div><div class="card_version-1"><div class="blur_aniamtion"><div class="icon-1x1-small w-embed"><svg width="auto" height="auto" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M16.48 2H8.52C5.07 2 3 4.06 3 7.52V15.47C3 18.94 5.07 21 8.52 21H16.47C19.93 21 21.99 18.94 21.99 15.48V7.52C22 4.06 19.93 2 16.48 2Z" fill="#6CA5E2"/> <path d="M11 16.15V18.85C11 21.1 10.1 22 7.85 22H5.15C2.9 22 2 21.1 2 18.85V16.15C2 13.9 2.9 13 5.15 13H7.85C10.1 13 11 13.9 11 16.15Z" fill="#6CA5E2"/> <path d="M18.7495 5.95C18.7495 5.86 18.7295 5.78 18.6995 5.69C18.6995 5.68 18.6895 5.67 18.6895 5.67C18.6595 5.6 18.6095 5.53 18.5595 5.48C18.5395 5.46 18.5195 5.44 18.4995 5.43C18.4495 5.39 18.3995 5.35 18.3495 5.33C18.3295 5.32 18.2995 5.31 18.2795 5.3C18.1995 5.27 18.1095 5.25 18.0195 5.25H13.9995C13.5895 5.25 13.2495 5.59 13.2495 6C13.2495 6.41 13.5795 6.72 13.9995 6.72H16.2095L12.4695 10.47C12.1795 10.76 12.1795 11.24 12.4695 11.53C12.6195 11.68 12.8095 11.75 12.9995 11.75C13.1895 11.75 13.3795 11.68 13.5295 11.53L17.2595 7.79V9.99C17.2595 10.4 17.5995 10.74 18.0095 10.74C18.4195 10.74 18.7595 10.4 18.7595 9.99V5.97C18.7595 5.96 18.7595 5.96 18.7495 5.95Z" fill="#6CA5E2"/> </svg></div></div><div class="spacer-xsmall"></div><h3 class="heading-style-h5">Easy Task Management</h3><div class="spacer-xxsmall"></div><p class="text-size-regular text-color-body">Keep projects on track with tools for task organization and resource management.</p></div><div class="card_version-1"><div class="blur_aniamtion"><div class="icon-1x1-small w-embed"><svg width="auto" height="auto" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M11.9991 17.3501C12.8994 17.3501 13.6291 16.6203 13.6291 15.7201C13.6291 14.8199 12.8994 14.0901 11.9991 14.0901C11.0989 14.0901 10.3691 14.8199 10.3691 15.7201C10.3691 16.6203 11.0989 17.3501 11.9991 17.3501Z" fill="#6CA5E2"/> <path d="M16.65 9.43994H7.35C3.25 9.43994 2 10.6899 2 14.7899V16.6499C2 20.7499 3.25 21.9999 7.35 21.9999H16.65C20.75 21.9999 22 20.7499 22 16.6499V14.7899C22 10.6899 20.75 9.43994 16.65 9.43994ZM12 18.7399C10.33 18.7399 8.98 17.3799 8.98 15.7199C8.98 14.0599 10.33 12.6999 12 12.6999C13.67 12.6999 15.02 14.0599 15.02 15.7199C15.02 17.3799 13.67 18.7399 12 18.7399Z" fill="#6CA5E2"/> <path opacity="0.4" d="M7.1207 9.45V8.28C7.1207 5.35 7.9507 3.4 12.0007 3.4C16.0507 3.4 16.8807 5.35 16.8807 8.28V9.45C17.3907 9.46 17.8507 9.48 18.2807 9.54V8.28C18.2807 5.58 17.6307 2 12.0007 2C6.3707 2 5.7207 5.58 5.7207 8.28V9.53C6.1407 9.48 6.6107 9.45 7.1207 9.45Z" fill="#6CA5E2"/> </svg></div></div><div class="spacer-xsmall"></div><h3 class="heading-style-h5">Open-Source Tools</h3><div class="spacer-xxsmall"></div><p class="text-size-regular text-color-body">Use a wide range of open-source tools and programming languages to build a system specifically for your needs.</p></div></div></div></div></div></div></section><section class="section_single_case_study"><div class="padding-global"><div class="container-large"><div class="padding-section-large"><div class="layout25_component"><div class="w-layout-grid layout25_content"><div class="layout25_content-left"><div class="is-txt-label">How We Helped Our Partners</div><div class="spacer-xsmall"></div><h2>Stable, GxP-Ready Environment for Optimized Workflows</h2><div class="spacer-small"></div><p>Creating a reliable system to meet GxP requirements for a global pharmaceutical company.</p><div class="spacer-xlarge"></div><div class="w-layout-grid layout25_item-list"><div class="layout25_text-wrapper"><h2>70%</h2><div class="spacer-xxsmall"></div><p>Reduction in latency, improving responsiveness and enabling smoother collaboration across teams.</p></div><div class="layout25_text-wrapper"><h2>100%</h2><div class="spacer-xxsmall"></div><p>GxP compliance achieved, providing documentation that validates the software engineering practices for regulatory approval.</p></div></div><div class="spacer-medium"></div><div class="button-group"><a href="/case-studies/gxp-reporting-automation-from-5-weeks-to-5-minutes" class="button w-button">Read More</a></div></div><div class="layout25_image-wrapper"><img sizes="(max-width: 479px) 100vw, (max-width: 767px) 90vw, (max-width: 991px) 43vw, 42vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6710c8abb5cd20b435e580f1_GxP_Image-p-500.avif 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6710c8abb5cd20b435e580f1_GxP_Image.avif 853w" alt="" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6710c8abb5cd20b435e580f1_GxP_Image.avif" loading="lazy" class="layout25_image"/></div></div></div></div></div></div></section><section class="section_dark"><div class="overlay_shadows"></div><div class="overlay_noise"></div><div class="padding-global"><div class="container-large"><div class="padding-section-large-28"><div class="w-layout-grid faq6_content"><div class="faq6_content-left"><div><div class="is-txt-label">Our Services</div><div class="spacer-small"></div><h2 class="text-color-light-1"><strong>Custom SCE Solutions</strong></h2><div class="spacer-small"></div><p class="text-size-medium text-weight-semibold text-color-offwhite-new">We set up, manage, and enhance the infrastructure you need for secure and efficient statistical workflows.</p><div class="spacer-medium"></div><div class="button-group"><a href="/contact-us" class="button w-button">Talk to our Experts</a></div><div class="spacer-huge"></div></div><div class="testimonial1_component"><div class="w-layout-hflex flex-block-35"><div class="w-layout-vflex"><div class="text_small-testimonial dark-mode">"Appsilon's control, understanding, and continuous improvement of our Posit infrastructure leaves us free to focus on domain. As a result, we're able to raise the quality of code and business logic simultaneously."</div><div class="spacer-small"></div><div class="w-layout-hflex flex-block-37"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/66da1dc1171fab88e983a9aa_Elkem.avif" loading="lazy" alt="" class="testimonial-logo-3rem"/><div><p class="text-size-small"><span class="text-color-light-1 text-weight-semibold">Kjell H氓kon Berget, Technology Leader</span></p><p class="text-color-offwhite"><span class="text-color-light-1">Elkem</span></p></div></div></div></div></div></div><div class="accordion_list"><div fs-accordion-single="true" fs-accordion-element="group" fs-accordion-initial="1" class="fs_accordion-2_component"><div class="fs_accordion-2_embed w-embed w-script"> <script>(()=>{var t="https://cdn.jsdelivr.net/npm/@finsweet/attributes-accordion@1/accordion.js",e=document.querySelector(`script[src="${t}"]`);e||(e=document.createElement("script"),e.async=!0,e.src=t,document.head.append(e));})();</script></div><div class="item_card dark-accordion"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-1" tabindex="1" role="button" aria-controls="accordion-2-content-1" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header"><div class="w-layout-hflex flex-box-1rem"><div class="text-size-medium text-color-light-1">01.</div><h4 class="text-color-light-1">Platform Setup</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper is-active-accordion"><div class="fs_accordion-2_icon w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-1" aria-labelledby="accordion-2-header-1" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body"><p class="text-color-offwhite-darkmode">Design and validate scalable infrastructure, enable High-Performance Computing (HPC) provisioning, and ensure GxP compliance.</p></div></div></div></div><div class="item_card dark-accordion"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-2" tabindex="2" role="button" aria-controls="accordion-2-content-2" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header"><div class="w-layout-hflex flex-box-1rem"><div class="text-size-medium text-color-light-1">02.</div><h4 class="text-color-light-1">Data Management</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper"><div class="fs_accordion-2_icon w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-2" aria-labelledby="accordion-2-header-2" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body"><p class="text-color-offwhite-darkmode-3">Connect to external data sources, such as Clinical Data Repositories (CDRs), manage permissions, enable transformations, and provide secure data viewing capabilities.</p></div></div></div></div><div class="item_card dark-accordion"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-2" tabindex="3" role="button" aria-controls="accordion-2-content-2" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header"><div class="w-layout-hflex flex-block-32"><div class="text-size-medium-77 text-color-light-1-3">03.</div><h4 class="text-color-light-1-3">Development Tools</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper"><div class="fs_accordion-2_icon w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-2" aria-labelledby="accordion-2-header-2" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body"><p class="text-color-offwhite-darkmode-3">Support multiple languages and Integrated Development Environments (IDEs), integrate with version control tools like Git and Metadata Repositories (MDR), and simplify analytical processes.</p></div></div></div></div><div class="item_card dark-accordion"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-2" tabindex="4" role="button" aria-controls="accordion-2-content-2" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header"><div class="w-layout-hflex flex-box-1rem"><div class="text-size-medium text-color-light-1">04.</div><h4 class="text-color-light-1">Project Management</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper"><div class="fs_accordion-2_icon w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-2" aria-labelledby="accordion-2-header-2" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body"><p class="text-color-offwhite-darkmode">Set up tools for managing tasks, tracking status, and generating performance metrics to keep projects organized and on schedule.</p></div></div></div></div><div class="item_card dark-accordion"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-2" tabindex="4" role="button" aria-controls="accordion-2-content-2" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header"><div class="w-layout-hflex flex-box-1rem"><div class="text-size-medium text-color-light-1">05.</div><h4 class="text-color-light-1">Delivery Process</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper"><div class="fs_accordion-2_icon w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-2" aria-labelledby="accordion-2-header-2" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body"><p class="text-color-offwhite-darkmode">Develop processes for task execution, generate documents, publish applications, transmit results via APIs, and securely archive data.</p></div></div></div></div></div></div></div></div></div></div></section><section class="section_layout458"><div class="padding-global-63"><div class="container-large-25"><div class="padding-section-large"><div class="layout458_component"><div class="is-txt-label">Our Expertise</div><div class="spacer-xsmall"></div><div class="w-layout-grid layout458_content"><div class="layout458_content-left"><h2><strong>Professionals You Can Count On</strong></h2></div><div class="layout458_content-right"><p class="text-size-medium-51">Trusted by 8 of the top 10 pharmaceutical companies, we combine world-class engineering and certifications to deliver real results.</p></div></div><div class="spacer-xxlarge"></div><div class="layout458_list"><div class="layout458_item1"><div class="layout458_image-wrapper"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/67190360a70254376ecbe46b_world.avif" alt="" class="layout458_image"/></div><div class="spacer-medium-8"></div><h3 blocks-non-deletable="true">World-Class <br/>Engineering</h3><div class="spacer-xsmall"></div><p>Our engineers develop scalable solutions to solve complex challenges with precision and innovation.</p></div><div class="layout458_item1"><div class="layout458_image-wrapper"><img sizes="(max-width: 479px) 100vw, (max-width: 767px) 90vw, (max-width: 991px) 28vw, 27vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/67503b5b5985420c3fda0b76_industry_leaders-p-500.webp 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/67503b5b5985420c3fda0b76_industry_leaders.webp 802w" alt="" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/67503b5b5985420c3fda0b76_industry_leaders.webp" loading="lazy" class="layout458_image"/></div><div class="spacer-medium-8"></div><h3 blocks-non-deletable="true">Experience <br/>with Industry Leaders</h3><div class="spacer-xsmall"></div><p>We鈥檝e collaborated with Fortune 500 companies, delivering tailored solutions that drive efficiency and measurable results.</p></div><div class="layout458_item1"><div class="layout458_image-wrapper"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6719035e707b6d293d5b8e6e_gxp2.avif" alt="" class="layout458_image"/></div><div class="spacer-medium-8"></div><h3 blocks-non-deletable="true">Trusted Certified Partnerships</h3><div class="spacer-xsmall"></div><p>As certified partners with Posit, AWS, Databricks, Domino Data Lab, and others, we bring trusted tools and best practices to every solution we deliver.</p></div></div></div></div></div></div></section><section class="section_techstack_new"><div class="padding-global"><div class="container-large-9"><div class="spacer-xxlarge"></div><div class="w-layout-grid layout_techstack_component"><div id="w-node-_8018c290-fb42-70d0-624f-8af3705ad4f9-483c35d4" class="layout_content"><div class="is-txt-label">Tools and Technologies</div><div class="spacer-xsmall"></div><h2><strong>Our Expertise, Your Advantage</strong></h2><div class="spacer-xsmall"></div><p class="text-size-medium">Our team masters leading technologies, ensuring every project is built with reliability, flexibility, and performance in mind.</p></div><div class="w-layout-grid layout253_list"><div class="card_version-1"><div class="w-layout-vflex techstack-v-wrapper"><div class="techstack-cat-wrapper"><div class="is-txt-semibold">Data & AI</div><div class="spacer-xsmall"></div><div class="w-layout-hflex techstack-tech-wrapper"><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/66853ca66c6d5a517ccab5ba_databricks.svg" alt="" class="techstack-img"/><div class="techstack-text">Databricks</div></div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d240e152fe2dd76ce218_Artboard28_7.webp" alt="" class="techstack-img"/><div class="techstack-text">Apache Spark</div></div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/66853ca65952acb620469dbd_nextflow.svg" alt="" class="techstack-img"/><div class="techstack-text">Nextflow</div></div></div><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d240bd9e1020ae295569_Artboard28_5.webp" alt="" class="techstack-img"/><div class="techstack-text">Posit</div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d24059bd35a662e6643a_Artboard28_6.webp" alt="" class="techstack-img"/><div class="techstack-text">Kubeflow</div></div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d241a0e12bd99e0a5c6c_Artboard28_8.webp" alt="" class="techstack-img"/><div class="techstack-text">MLFlow</div></div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/67501f63897863abe338d4c9_Domino%20Data%20Lab.webp" alt="" class="techstack-img"/><div class="techstack-text">Domino Data Lab</div></div></div><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6686717ddbbcdaa5d7487bd0_neptune.svg" alt="" class="techstack-img"/><div class="techstack-text">Neputne.ai</div></div></div></div></div></div><div class="card_version-1"><div class="techstack-cat-wrapper"><div class="is-txt-semibold">Cloud Native</div><div class="spacer-xsmall"></div></div><div class="w-layout-hflex techstack-tech-wrapper"><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6755bd1858b8db2a615e9f01_github.webp" alt="" class="techstack-img"/><div class="techstack-text">Github</div></div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6755bd13dea16fa34cbd0f8e_gitlab.webp" alt="" class="techstack-img"/><div class="techstack-text">Gitlab</div></div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d240fc04d290656ddfe7_Artboard28_4.webp" alt="" class="techstack-img"/><div class="techstack-text">Prometheus</div></div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d24008d971a6b4d5f6f5_Artboard28_3.webp" alt="" class="techstack-img"/><div class="techstack-text">Grafana</div></div></div><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d240296fdde532570469_Artboard28_9.webp" alt="" class="techstack-img"/><div class="techstack-text">Terraform</div></div><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/66853ca6a154ae840f0a2abc_Ansible.svg" alt="" class="techstack-img"/><div class="techstack-text">Ansible</div></div><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/66853ca68b513b6f695838cc_kubernetes.svg" alt="" class="techstack-img"/><div class="techstack-text">Kubernetes</div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/66853ca6c55bc4a7d44e3986_azure.svg" alt="" class="techstack-img"/><div class="techstack-text">Azure</div></div></div><div class="shadow-xsmall"><div class="techstack-wrap"><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/66853ca6718d38e7a6c83494_aws.svg" alt="" class="techstack-img"/><div class="techstack-text">AWS</div></div></div></div></div></div></div><div class="spacer-xxlarge"></div></div></div></section><section class="section_testimonial_1"><div class="line-divider"></div><div class="padding-global-59"><div class="container-large-26"><div class="padding-section-medium"><div class="max-width-large"><div class="is-txt-label-3">Our Clients About Appsilon</div><div class="spacer-xsmall"></div><h2><strong>How It Feels to Work with Us</strong></h2><div class="spacer-large"></div></div><div class="w-layout-grid grid-2"><div class="testimonial1_component"><div class="margin-vertical margin-medium"><div class="blur_aniamtion"><div class="icon-1x1-small w-embed"><svg width="auto" height="auto" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M16.1898 2H7.81977C4.17977 2 2.00977 4.17 2.00977 7.81V16.18C2.00977 19.82 4.17977 21.99 7.81977 21.99H16.1898C19.8298 21.99 21.9998 19.82 21.9998 16.18V7.81C21.9998 4.17 19.8298 2 16.1898 2Z" fill="#6CA5E2"/> <path d="M15.8109 7.21997H14.3209C13.2309 7.21997 12.3809 8.06997 12.3809 9.15997V10.65C12.3809 11.74 13.2309 12.59 14.3209 12.59H16.2309C16.1509 14.4 15.7309 14.67 14.5209 15.38C14.1609 15.59 14.0509 16.05 14.2609 16.41C14.4009 16.65 14.6509 16.78 14.9109 16.78C15.0409 16.78 15.1709 16.75 15.2909 16.68C17.0809 15.62 17.7509 14.93 17.7509 11.85V9.17999C17.7509 8.08999 16.8809 7.21997 15.8109 7.21997Z" fill="#6CA5E2"/> <path d="M9.68 7.21997H8.19C7.1 7.21997 6.25 8.06997 6.25 9.15997V10.65C6.25 11.74 7.1 12.59 8.19 12.59H10.1C10.02 14.4 9.6 14.67 8.39 15.38C8.03 15.59 7.92 16.05 8.13 16.41C8.27 16.65 8.52 16.78 8.78 16.78C8.91 16.78 9.04 16.75 9.16 16.68C10.95 15.62 11.62 14.93 11.62 11.85V9.17999C11.61 8.08999 10.74 7.21997 9.68 7.21997Z" fill="#6CA5E2"/> </svg></div><div class="spacer-xsmall"></div><div class="text_medium-testimonial">"Appsilon's control, understanding and continuous improvement of our Posit infrastructure leaves us free to focus on domain."</div></div></div><div class="div-block-52"><div><p><strong>Andrea Nicolaysen Carlsson </strong></p><p>Technology Manager Electrodes at Elkem ASA</p></div></div></div><div class="testimonial1_component"><div class="margin-vertical margin-medium"><div class="blur_aniamtion"><div class="icon-1x1-small w-embed"><svg width="auto" height="auto" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M16.1898 2H7.81977C4.17977 2 2.00977 4.17 2.00977 7.81V16.18C2.00977 19.82 4.17977 21.99 7.81977 21.99H16.1898C19.8298 21.99 21.9998 19.82 21.9998 16.18V7.81C21.9998 4.17 19.8298 2 16.1898 2Z" fill="#6CA5E2"/> <path d="M15.8109 7.21997H14.3209C13.2309 7.21997 12.3809 8.06997 12.3809 9.15997V10.65C12.3809 11.74 13.2309 12.59 14.3209 12.59H16.2309C16.1509 14.4 15.7309 14.67 14.5209 15.38C14.1609 15.59 14.0509 16.05 14.2609 16.41C14.4009 16.65 14.6509 16.78 14.9109 16.78C15.0409 16.78 15.1709 16.75 15.2909 16.68C17.0809 15.62 17.7509 14.93 17.7509 11.85V9.17999C17.7509 8.08999 16.8809 7.21997 15.8109 7.21997Z" fill="#6CA5E2"/> <path d="M9.68 7.21997H8.19C7.1 7.21997 6.25 8.06997 6.25 9.15997V10.65C6.25 11.74 7.1 12.59 8.19 12.59H10.1C10.02 14.4 9.6 14.67 8.39 15.38C8.03 15.59 7.92 16.05 8.13 16.41C8.27 16.65 8.52 16.78 8.78 16.78C8.91 16.78 9.04 16.75 9.16 16.68C10.95 15.62 11.62 14.93 11.62 11.85V9.17999C11.61 8.08999 10.74 7.21997 9.68 7.21997Z" fill="#6CA5E2"/> </svg></div><div class="spacer-xsmall"></div><div class="text_medium-testimonial">"Delivery - excellent, proactive, focused on value. Very good on all levels. Proactive support from Delivery Manager is outstanding."</div></div></div><div class="div-block-52"><div><p class="text-weight-semibold-19"><strong>Director</strong></p><p>at Top10 Pharma Company</p></div></div></div><div class="testimonial1_component"><div class="margin-vertical margin-medium"><div class="blur_aniamtion"><div class="icon-1x1-small w-embed"><svg width="auto" height="auto" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M16.1898 2H7.81977C4.17977 2 2.00977 4.17 2.00977 7.81V16.18C2.00977 19.82 4.17977 21.99 7.81977 21.99H16.1898C19.8298 21.99 21.9998 19.82 21.9998 16.18V7.81C21.9998 4.17 19.8298 2 16.1898 2Z" fill="#6CA5E2"/> <path d="M15.8109 7.21997H14.3209C13.2309 7.21997 12.3809 8.06997 12.3809 9.15997V10.65C12.3809 11.74 13.2309 12.59 14.3209 12.59H16.2309C16.1509 14.4 15.7309 14.67 14.5209 15.38C14.1609 15.59 14.0509 16.05 14.2609 16.41C14.4009 16.65 14.6509 16.78 14.9109 16.78C15.0409 16.78 15.1709 16.75 15.2909 16.68C17.0809 15.62 17.7509 14.93 17.7509 11.85V9.17999C17.7509 8.08999 16.8809 7.21997 15.8109 7.21997Z" fill="#6CA5E2"/> <path d="M9.68 7.21997H8.19C7.1 7.21997 6.25 8.06997 6.25 9.15997V10.65C6.25 11.74 7.1 12.59 8.19 12.59H10.1C10.02 14.4 9.6 14.67 8.39 15.38C8.03 15.59 7.92 16.05 8.13 16.41C8.27 16.65 8.52 16.78 8.78 16.78C8.91 16.78 9.04 16.75 9.16 16.68C10.95 15.62 11.62 14.93 11.62 11.85V9.17999C11.61 8.08999 10.74 7.21997 9.68 7.21997Z" fill="#6CA5E2"/> </svg></div><div class="spacer-xsmall"></div><div class="text_medium-testimonial">"Proactive and bringing in fresh ideas on a technical and workflow level. Valuable members of the team who actively contribute to achieving goals."</div></div></div><div class="div-block-52"><div><p class="text-weight-semibold-19"><strong>Director</strong></p><p>at Top5 Pharma Company</p></div></div></div></div></div></div></div></section><section id="case-studies" class="section_case-studies"><div class="padding-global"><div class="container-large"><div class="padding-section-medium"><div class="portfolio11_component"><div class="header-wrapper is-animation-fade-in"><div class="max-width-large"><div class="is-txt-label">Our Experience</div><div class="spacer-xsmall"></div><h2><strong>Driving Impact Across Industries</strong></h2><div class="spacer-small"></div><p class="text-size-medium-51">Explore how we help leading organizations solve challenges with tailored solutions in biopharma, research, and technology.</p><div class="spacer-large"></div></div></div><div class="w-dyn-list"><div fs-cmsload-mode="load-under" fs-cmsload-element="list" role="list" class="collection_long-case-studies w-dyn-items"><div role="listitem" class="w-dyn-item"><a href="http://www.appsilon.com/case-studies/gxp-data-workflows" class="link-block-no-style w-inline-block"><div id="w-node-_5a37ba26-a787-43f3-eee5-965ae1c84613-483c35d4" class="item_card-30rem"><div class="content_wrap"><div class="image_wrapper_cs_content"><img loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/67501c2ea04815b790bd6a4e_GxP_Optmalization.webp" alt="" sizes="(max-width: 479px) 100vw, (max-width: 767px) 42vw, (max-width: 991px) 43vw, 28vw" srcset="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/67501c2ea04815b790bd6a4e_GxP_Optmalization-p-500.webp 500w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/67501c2ea04815b790bd6a4e_GxP_Optmalization-p-800.webp 800w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/67501c2ea04815b790bd6a4e_GxP_Optmalization.webp 1080w" class="case_study_image"/></div><div class="item_card_content_wrapper"><div class="label_industry-category"><div>GxP Validation</div></div><div class="spacer-xsmall"></div><h5 class="case_studies_heading">Building a GxP Environment for Workflow Optimization</h5><div class="spacer-xsmall"></div><div class="text-size-small text-color-offwhite text-style-3lines">Appsilon鈥檚 solution leverages Infrastructure as Code and supports effective collaboration, standardizes processes, ensures regulatory compliance, and strengthens risk mitigation for this major pharmaceutical client.</div><div class="spacer-xsmall"></div></div></div><div class="wrap_lables-right"><div class="label_read-more-arrow"><div class="text-size-tiny text-weight-semibold">Read more</div><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6637c4880685ccf8c40766cd_Arrow_Right.svg" alt=""/></div></div></div></a></div><div role="listitem" class="w-dyn-item"><a href="https://www.appsilon.com/case-studies/impacting-biotech-supply-chain" class="link-block-no-style w-inline-block"><div id="w-node-_5a37ba26-a787-43f3-eee5-965ae1c84613-483c35d4" class="item_card-30rem"><div class="content_wrap"><div class="image_wrapper_cs_content"><img loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cd9ca62bf02ea2b6954b_gxp_boost.jpg" alt="" sizes="(max-width: 479px) 100vw, (max-width: 767px) 42vw, (max-width: 991px) 43vw, 28vw" srcset="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cd9ca62bf02ea2b6954b_gxp_boost-p-500.jpg 500w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cd9ca62bf02ea2b6954b_gxp_boost-p-800.jpg 800w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cd9ca62bf02ea2b6954b_gxp_boost-p-1080.jpg 1080w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cd9ca62bf02ea2b6954b_gxp_boost.jpg 1279w" class="case_study_image"/></div><div class="item_card_content_wrapper"><div style="border-color:#1bb976" class="label_industry-category"><div>BioPharma</div></div><div class="spacer-xsmall"></div><h5 class="case_studies_heading">Optimizing Biotech Supply Chain: Bridging Innovation and Functionality</h5><div class="spacer-xsmall"></div><div class="text-size-small text-color-offwhite text-style-3lines">Uncover the strategic interventions that streamlined complex supply chain processes, resulting in enhanced efficiency and adaptability in the biotech sector.</div><div class="spacer-xsmall"></div></div></div><div class="wrap_lables-right"><div class="label_read-more-arrow"><div class="text-size-tiny text-weight-semibold">Read more</div><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6637c4880685ccf8c40766cd_Arrow_Right.svg" alt=""/></div></div></div></a></div><div role="listitem" class="w-dyn-item"><a href="https://www.appsilon.com/case-studies/infrastructure-as-code-scalable-posit-deployment" class="link-block-no-style w-inline-block"><div id="w-node-_5a37ba26-a787-43f3-eee5-965ae1c84613-483c35d4" class="item_card-30rem"><div class="content_wrap"><div class="image_wrapper_cs_content"><img loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cdb7bd11ab3f9b3decb5_infrastructure_as_a_code.jpg" alt="" sizes="(max-width: 479px) 100vw, (max-width: 767px) 42vw, (max-width: 991px) 43vw, 28vw" srcset="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cdb7bd11ab3f9b3decb5_infrastructure_as_a_code-p-500.jpg 500w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cdb7bd11ab3f9b3decb5_infrastructure_as_a_code-p-800.jpg 800w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cdb7bd11ab3f9b3decb5_infrastructure_as_a_code-p-1080.jpg 1080w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/6637cdb7bd11ab3f9b3decb5_infrastructure_as_a_code.jpg 1280w" class="case_study_image"/></div><div class="item_card_content_wrapper"><div style="border-color:#0099f9" class="label_industry-category"><div>Enterprise Solutions</div></div><div class="spacer-xsmall"></div><h5 class="case_studies_heading">Infrastructure as Code. Scalable Posit Deployment.</h5><div class="spacer-xsmall"></div><div class="text-size-small text-color-offwhite text-style-3lines">Discover the agile transition to a scalable Posit deployment through infrastructure as code, laying the groundwork for robust, future-ready business operations.</div><div class="spacer-xsmall"></div></div></div><div class="wrap_lables-right"><div class="label_read-more-arrow"><div class="text-size-tiny text-weight-semibold">Read more</div><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6637c4880685ccf8c40766cd_Arrow_Right.svg" alt=""/></div></div></div></a></div></div><div role="navigation" aria-label="List" class="w-pagination-wrapper pagination-3"></div></div></div></div></div></div></section><section id="contact" class="section_contact_form"><div class="padding-global"><div class="container-large"><div class="padding-section-large"><div class="is-txt-label">Talk to Our Experts</div><div class="spacer-xsmall"></div><div class="w-layout-grid contact5_component"><div class="contact5_content"><div class="contact5_heading-wrapper"><h2>Refining Your Statistical Environment </h2><div class="spacer-small-9"></div><div class="w-layout-hflex contact-avatar-wapper"><div class="w-layout-hflex flex-block-36"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d30b6cb979c43a636c91_Rafa.webp" loading="lazy" alt="Appsilon Experts" sizes="160px" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d30b6cb979c43a636c91_Rafa-p-500.webp 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d30b6cb979c43a636c91_Rafa-p-800.webp 800w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745d30b6cb979c43a636c91_Rafa.webp 952w" class="contact-image shadow-medium"/><div class="w-layout-vflex flexbox-h"><div class="text-size-small">Get expert help to create an SCE that supports your analysis and compliance goals.</div><div class="spacer-small-9"></div><div class="text-size-small text-weight-semibold">Rafael Pereira</div><div class="text-size-small text-color-body">Platform Unit Lead</div></div></div></div></div><div class="spacer-medium"></div><div class="div-block-42"><div class="text-size-small text-color-body">We will contact you within 24 hours!</div><div class="spacer-xsmall"></div><div class="w-layout-hflex flex-block-25"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6647d097570b01ab8bfed1da_Artboard5_8.svg" loading="lazy" alt="Merck" class="logo_contact-form"/><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6647d0974d080cacb9ea00d5_Artboard5_5.svg" loading="lazy" alt="WHO" class="logo_contact-form"/><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6647d0971bb1b418cc2532e9_Artboard5_4.svg" loading="lazy" alt="JnJ" class="logo_contact-form"/><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6647d097b467bbd87b51e8ee_Artboard5_6.svg" loading="lazy" alt="kenvue" class="logo_contact-form"/></div></div></div><div id="w-node-fdc77eae-3a0e-b120-528b-476fd9262996-d9262977" class="contact_content_wrap"><div class="w-form"><form method="post" class="main_contant_form" data-basin-spam-protection="recaptcha-v3" name="wf-form-contact_form-2" data-name="contact_form" action="https://usebasin.com/f/20ff10702b2a" data-basin-success-action="redirect" id="contact_form" data-basin-form="true" data-wf-page-id="6788023887f995e5483c35d4" data-wf-element-id="fdc77eae-3a0e-b120-528b-476fd9262998"><div class="form-field-wrapper"><label for="Name-7" class="field-label">Name</label><input class="form-input-new w-input" data-wfhsfieldname="FormTextInput-2" maxlength="256" name="Name" data-name="Name" placeholder="What's your name?" type="text" id="Name-7" required=""/></div><div class="form_field-wrapper"><label for="Email-5" class="field-label">Business Email</label><input class="form-input-new w-input" data-wfhsfieldname="FormTextInput-3" maxlength="256" name="Email" data-name="Email" placeholder="name@yourcompany.com" type="email" id="Email-5" required=""/></div><div class="form_field-wrapper"><label for="phone_number" class="field-label">Phone Number <span class="text-color-offwhite">(optional)</span></label><input class="form-input-new w-input" data-wfhsfieldname="FormTextInput-4" maxlength="256" name="phone_number" data-name="phone_number" placeholder="+1 555 123 4567" type="tel" id="phone_number"/></div><div id="w-node-fdc77eae-3a0e-b120-528b-476fd92629a1-d9262977" class="form_field-wrapper"><label for="Message-5" class="field-label">Message</label><textarea class="form-input-new is-text-area w-input" data-wfhsfieldname="FormTextarea-5" maxlength="5000" name="Message" data-name="Message" placeholder="Hi! 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Something went wrong while submitting the form.</div></div></div></div></div></div></div></div><div class="overlay_noise"></div></section><section class="section_blog"><div class="padding-global"><div class="container-large"><div class="padding-section-medium"><div class="header-wrapper"><div class="is-txt-label">Expert Insights</div><div class="spacer-xsmall"></div><div class="w-layout-hflex flex-block-3"><div><h2>Explore Industry Insights on Our Blog</h2></div><a href="/blog" class="button w-button">Read More</a></div><div class="spacer-large"></div></div><div class="blog3-header_featured-blog"><div class="blog-cms-warp w-dyn-list"><div fs-cmsload-mode="load-under" role="list" class="blog-cms-list w-dyn-items"><div role="listitem" class="blog-cms-item w-dyn-item"><a href="/post/shinyproxy-3-1-1-whats-new" class="fs_nest_link_block w-inline-block"></a><a href="/post/shinyproxy-3-1-1-whats-new" class="link-block_no-style w-inline-block"><div data-w-id="35b40318-19d9-f883-70ef-b2f7268bfdc1" class="item_card-27rem"><div class="content_wrap"><div class="image_wrapper_cs_content"><img loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/668570a69a0dc0019224f35f_gganimate2%20(1).png" alt="" sizes="(max-width: 479px) 100vw, (max-width: 767px) 42vw, (max-width: 991px) 43vw, 28vw" srcset="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/668570a69a0dc0019224f35f_gganimate2%20(1)-p-500.png 500w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/668570a69a0dc0019224f35f_gganimate2%20(1)-p-800.png 800w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/668570a69a0dc0019224f35f_gganimate2%20(1)-p-1080.png 1080w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/668570a69a0dc0019224f35f_gganimate2%20(1)-p-1600.png 1600w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/668570a69a0dc0019224f35f_gganimate2%20(1).png 1921w" class="case_study_image"/></div><div class="item_card_content_wrapper"><h5 class="case_studies_heading">ShinyProxy 3.1.1: What鈥檚 New and How It Improves Scalability and Performance of Your Shiny Applications</h5><div class="spacer-xxsmall"></div><div class="text-size-small text-color-offwhite text-style-3lines">Learn about ShinyProxy 3.1.1 enhancements, improving Shiny app scalability and efficiency. </div><div class="spacer-xsmall"></div><div class="w-layout-hflex author_wrapper"><img src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65a0123f7d24cd88744b5048_Artboard29_13.webp" loading="lazy" alt="" class="blog-author-avatar"/><div>Harsh Verma</div></div></div></div><div class="wrap_lables-right"><div class="label_read-more-arrow"><div class="text-size-tiny text-weight-semibold">Read more</div><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6637c4880685ccf8c40766cd_Arrow_Right.svg" alt=""/></div></div></div></a></div><div role="listitem" class="blog-cms-item w-dyn-item"><a href="/post/r-docker-getting-started" class="fs_nest_link_block w-inline-block"></a><a href="/post/r-docker-getting-started" class="link-block_no-style w-inline-block"><div data-w-id="35b40318-19d9-f883-70ef-b2f7268bfdc1" class="item_card-27rem"><div class="content_wrap"><div class="image_wrapper_cs_content"><img loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28452249998562e03a43e_6525256482c9e9a06c7a9d3c%252F65aac29131bce0115714f94d_R-Docker.webp" alt="" sizes="(max-width: 479px) 100vw, (max-width: 767px) 42vw, (max-width: 991px) 43vw, 28vw" srcset="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28452249998562e03a43e_6525256482c9e9a06c7a9d3c%252F65aac29131bce0115714f94d_R-Docker-p-500.webp 500w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28452249998562e03a43e_6525256482c9e9a06c7a9d3c%252F65aac29131bce0115714f94d_R-Docker-p-800.webp 800w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28452249998562e03a43e_6525256482c9e9a06c7a9d3c%252F65aac29131bce0115714f94d_R-Docker-p-1080.webp 1080w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28452249998562e03a43e_6525256482c9e9a06c7a9d3c%252F65aac29131bce0115714f94d_R-Docker-p-1600.webp 1600w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28452249998562e03a43e_6525256482c9e9a06c7a9d3c%252F65aac29131bce0115714f94d_R-Docker.webp 1921w" class="case_study_image"/></div><div class="item_card_content_wrapper"><h5 class="case_studies_heading">R Docker: How to Run Your R Scripts in a Docker Container</h5><div class="spacer-xxsmall"></div><div class="text-size-small text-color-offwhite text-style-3lines">If you want to make a reproducible R environment, look no further than Docker. Here's a guide for getting started with R Docker.</div><div class="spacer-xsmall"></div><div class="w-layout-hflex author_wrapper"><img src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2843aa5b4818ebf9ef86c_Dario.webp" loading="lazy" alt="" class="blog-author-avatar"/><div>Dario Rade膷i膰</div></div></div></div><div class="wrap_lables-right"><div class="label_read-more-arrow"><div class="text-size-tiny text-weight-semibold">Read more</div><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6637c4880685ccf8c40766cd_Arrow_Right.svg" alt=""/></div></div></div></a></div><div role="listitem" class="blog-cms-item w-dyn-item"><a href="/post/renv-with-docker" class="fs_nest_link_block w-inline-block"></a><a href="/post/renv-with-docker" class="link-block_no-style w-inline-block"><div data-w-id="35b40318-19d9-f883-70ef-b2f7268bfdc1" class="item_card-27rem"><div class="content_wrap"><div class="image_wrapper_cs_content"><img loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28454fac564572c3452e4_6525256482c9e9a06c7a9d3c%252F65aac2924243d194d6f03fc8_renv_Docker.webp" alt="" sizes="(max-width: 479px) 100vw, (max-width: 767px) 42vw, (max-width: 991px) 43vw, 28vw" srcset="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28454fac564572c3452e4_6525256482c9e9a06c7a9d3c%252F65aac2924243d194d6f03fc8_renv_Docker-p-500.webp 500w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28454fac564572c3452e4_6525256482c9e9a06c7a9d3c%252F65aac2924243d194d6f03fc8_renv_Docker-p-800.webp 800w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28454fac564572c3452e4_6525256482c9e9a06c7a9d3c%252F65aac2924243d194d6f03fc8_renv_Docker-p-1080.webp 1080w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28454fac564572c3452e4_6525256482c9e9a06c7a9d3c%252F65aac2924243d194d6f03fc8_renv_Docker-p-1600.webp 1600w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b28454fac564572c3452e4_6525256482c9e9a06c7a9d3c%252F65aac2924243d194d6f03fc8_renv_Docker.webp 1921w" class="case_study_image"/></div><div class="item_card_content_wrapper"><h5 class="case_studies_heading">Renv with Docker: How to Dockerize a Shiny Application with a Reproducible Environment</h5><div class="spacer-xxsmall"></div><div class="text-size-small text-color-offwhite text-style-3lines">If you want to take full control of Dockerizing your Shiny apps, try Renv with Docker - you'll never look back.</div><div class="spacer-xsmall"></div><div class="w-layout-hflex author_wrapper"><img src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2843aa5b4818ebf9ef86c_Dario.webp" loading="lazy" alt="" class="blog-author-avatar"/><div>Dario Rade膷i膰</div></div></div></div><div class="wrap_lables-right"><div class="label_read-more-arrow"><div class="text-size-tiny text-weight-semibold">Read more</div><img loading="lazy" src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6637c4880685ccf8c40766cd_Arrow_Right.svg" alt=""/></div></div></div></a></div></div></div></div></div></div></div></section><section class="section_cta_gxp_audit"><div class="padding-global-83"><div class="container-large-25"><div class="padding-section-large-42"><div class="cta19_component"><div class="max-width-large"><div class="is-txt-label">Appsilon GxP Audit</div><div class="spacer-xsmall"></div><h2><strong>Ensure Your R and Python Code <br/>Meets FDA and EMA Standards</strong></h2><div class="spacer-small-9"></div><p>A comprehensive diagnosis of your R and Python software and computing environment compliance <br/>with actionable recommendations and areas for improvement.</p><div class="spacer-medium-8"></div><div class="button-group"><a href="/services/gxp-audit" class="button is-red w-button">Book the Audit</a></div></div></div></div></div></div></section><section class="section_faq6"><div class="padding-global"><div class="container-large"><div class="padding-section-large"><div class="faq6_component"><div class="w-layout-grid faq6_content"><div class="faq6_content-left"><h2>FAQs About Statistical Computing Environments</h2><div class="spacer-small"></div><p>Learn how a Statistical Computing Environment ensures compliance, simplifies processes, and supports clinical trials.</p><div class="spacer-medium"></div><div class="button-group"><a href="/contact-us" class="button w-button">Talk to our Experts</a></div></div><div class="accordion_list"><div class="accordion_list"><div fs-accordion-single="true" fs-accordion-element="group" fs-accordion-initial="1" class="fs_accordion-2_component"><div class="fs_accordion-2_embed w-embed w-script"> <script>(()=>{var t="https://cdn.jsdelivr.net/npm/@finsweet/attributes-accordion@1/accordion.js",e=document.querySelector(`script[src="${t}"]`);e||(e=document.createElement("script"),e.async=!0,e.src=t,document.head.append(e));})();</script></div><div class="item_card"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-1" tabindex="1" role="button" aria-controls="accordion-2-content-1" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header light"><div class="w-layout-hflex flex-box-1rem"><div class="text-size-medium">01.</div><h4>What Is a Statistical Computing Environment (SCE)?</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper is-active-accordion"><div class="fs_accordion-2_icon dark w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-1" aria-labelledby="accordion-2-header-1" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body light"><p>A Statistical Computing Environment (SCE) is a secure platform for data analysis, ensuring accuracy, reproducibility, and regulatory compliance.</p></div></div></div></div><div class="item_card"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-2" tabindex="2" role="button" aria-controls="accordion-2-content-2" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header light"><div class="w-layout-hflex flex-box-1rem"><div class="text-size-medium">02.</div><h4>What Tools and Languages Are Compatible With SCE?</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper"><div class="fs_accordion-2_icon dark w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-2" aria-labelledby="accordion-2-header-2" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body light"><p>SCEs support tools like R, Python, SAS, and SQL and integrate with enterprise systems for reproducibility and reporting.</p></div></div></div></div><div class="item_card"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-2" tabindex="3" role="button" aria-controls="accordion-2-content-2" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header light"><div class="w-layout-hflex flex-block-32"><div class="text-size-medium">03.</div><h4>What Are the Benefits of Using an SCE?</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper"><div class="fs_accordion-2_icon dark w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-2" aria-labelledby="accordion-2-header-2" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body light"><p>An SCE ensures data integrity, improves collaboration, enables reproducibility, and simplifies compliance with regulations.</p></div></div></div></div><div class="item_card"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-2" tabindex="4" role="button" aria-controls="accordion-2-content-2" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header light"><div class="w-layout-hflex flex-box-1rem"><div class="text-size-medium">04.</div><h4>How Does an SCE Support the Clinical Trial Process?</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper"><div class="fs_accordion-2_icon dark w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-2" aria-labelledby="accordion-2-header-2" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body light"><p>SCEs ensure secure, compliant data analysis, reducing errors and speeding up clinical trial approvals.</p></div></div></div></div><div class="item_card"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-2" tabindex="5" role="button" aria-controls="accordion-2-content-2" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header light"><div class="w-layout-hflex flex-box-1rem"><div class="text-size-medium">05.</div><h4>Is an SCE Necessary for Regulatory Compliance?</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper"><div class="fs_accordion-2_icon dark w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-2" aria-labelledby="accordion-2-header-2" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body light"><p>An SCE simplifies compliance by providing controls, documentation, and audit trails for regulatory standards.</p></div></div></div></div><div class="item_card"><div fs-accordion-element="accordion" class="fs_accordion-2_item"><div id="accordion-2-header-2" tabindex="6" role="button" aria-controls="accordion-2-content-2" aria-expanded="false" fs-accordion-element="trigger" class="fs_accordion-2_header light"><div class="w-layout-hflex flex-box-1rem"><div class="text-size-medium">06.</div><h4>Can an SCE Be Customized to Fit Unique Business Needs?</h4></div><div fs-accordion-element="arrow" class="fs_accordion-2_arrow-wrapper"><div class="fs_accordion-2_icon dark w-icon-dropdown-toggle"></div></div></div><div id="accordion-2-content-2" aria-labelledby="accordion-2-header-2" fs-accordion-element="content" class="fs_accordion-2_content"><div class="fs_accordion-2_body light"><p>Yes, SCEs can integrate specific tools, processes, and workflows to meet organizational and regulatory requirements.</p></div></div></div></div></div></div></div></div></div></div></div></div></section><section class="section_services"><div class="padding-global-30"><div class="container-large-9"><div class="padding-section-large"><div id="w-node-_6c977b5d-1fe2-cf42-4517-69e8684cb6ae-684cb6aa" class="max-width-medium"><div class="is-txt-label">Services</div><div class="spacer-xsmall"></div><h2>Check our 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