CINXE.COM

<!DOCTYPE html><html data-wf-domain="www.appsilon.com" data-wf-page="65fad590f3d052ee3690068e" data-wf-site="6525256482c9e9a06c7a9d3c" lang="en" data-wf-locale="en"><head><meta charset="utf-8"/><title>Data for Good - Appsilon | Enterprise R Shiny Dashboards</title><meta content="Appsilon's Data for Good Initiative. Our team has gathered significant expertise in interactive data visualization, machine learning, and developing artificial" name="description"/><meta content="Data for Good - Appsilon | Enterprise R Shiny Dashboards" property="og:title"/><meta content="Appsilon's Data for Good Initiative. Our team has gathered significant expertise in interactive data visualization, machine learning, and developing artificial" property="og:description"/><meta content="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/657e3671553e93e4a4e3ff89_Open_Graph_Appsilon.jpg" property="og:image"/><meta content="Data for Good - Appsilon | Enterprise R Shiny Dashboards" property="twitter:title"/><meta content="Appsilon's Data for Good Initiative. Our team has gathered significant expertise in interactive data visualization, machine learning, and developing artificial" property="twitter:description"/><meta content="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/657e3671553e93e4a4e3ff89_Open_Graph_Appsilon.jpg" property="twitter:image"/><meta property="og:type" content="website"/><meta content="summary_large_image" name="twitter:card"/><meta content="width=device-width, initial-scale=1" name="viewport"/><link href="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/css/appsilon-staging.webflow.0b13fcfa6.min.css" rel="stylesheet" type="text/css"/><link href="https://fonts.googleapis.com" rel="preconnect"/><link href="https://fonts.gstatic.com" rel="preconnect" crossorigin="anonymous"/><script src="https://ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js" type="text/javascript"></script><script type="text/javascript">WebFont.load({ google: { families: ["Maven Pro:regular,500,600,700,800","Titillium Web:regular,600,700","Caladea:regular,italic,700,700italic:latin,latin-ext"] }});</script><script type="text/javascript">!function(o,c){var n=c.documentElement,t=" w-mod-";n.className+=t+"js",("ontouchstart"in o||o.DocumentTouch&&c instanceof DocumentTouch)&&(n.className+=t+"touch")}(window,document);</script><link href="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6539712fd404135782293921_Fav_Appsi.png" rel="shortcut icon" type="image/x-icon"/><link href="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6539716202ecf45338574631_fav_big_appsi.png" rel="apple-touch-icon"/><link href="https://www.appsilon.com/data-for-good" rel="canonical"/> <script src="https://js.usebasin.com/v2.3.0.min.js" async></script> <script src="https://www.google.com/recaptcha/api.js?render=6Les66kUAAAAANyLrgkl7iuN4JUpNlB5upaMovI4"></script>  <script id="cookieyes" type="text/javascript" src="https://cdn-cookieyes.com/client_data/b2b62ebd31e49a40253ec9d4/script.js"></script>   <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-5F7GGSBS');</script>   <style> * { -webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: grayscale; -o-font-smoothing: antialiased; } </style> <script src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c%2F652d31f3dc22d7b4ee708e44%2F65ec985647ad1cc6043b7e3a%2Fclarity_script-3.8.0.js" type="text/javascript"></script><script src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c%2F66ba5a08efe71070f98dd10a%2F67613cc1dea3f27301ef65f3%2F7p55wesl38-1.1.1.js" type="text/javascript"></script></head><body><div class="global-styles w-embed w-iframe"> <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-5F7GGSBS" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript>  <style> html { font-size: 1.125rem; } @media screen and (max-width:1920px) { html { font-size: calc(0.625rem + 0.41666666666666674vw); } } @media screen and (max-width:1440px) { html { font-size: calc(0.8126951092611863rem + 0.20811654526534862vw); } } @media screen and (max-width:479px) { html { font-size: calc(0.7494769874476988rem + 0.8368200836820083vw); } } /* Focus state style for keyboard navigation for the focusable elements */ *[tabindex]:focus-visible, input[type="file"]:focus-visible { outline: 0.125rem solid #4d65ff; outline-offset: 0.125rem; } /* Get rid of top margin on first element in any rich text element */ .w-richtext > :not(div):first-child, .w-richtext > div:first-child > :first-child { margin-top: 0 !important; } /* Get rid of bottom margin on last element in any rich text element */ .w-richtext>:last-child, .w-richtext ol li:last-child, .w-richtext ul li:last-child { margin-bottom: 0 !important; } /* Prevent all click and hover interaction with an element */ .pointer-events-off { pointer-events: none; } /* Enables all click and hover interaction with an element */ .pointer-events-on { pointer-events: auto; } /* Create a class of .div-square which maintains a 1:1 dimension of a div */ .div-square::after { content: ""; display: block; padding-bottom: 100%; } /* Make sure containers never lose their center alignment */ .container-medium,.container-small, .container-large { margin-right: auto !important; margin-left: auto !important; } /* Make the following elements inherit typography styles from the parent and not have hardcoded values. Important: You will not be able to style for example "All Links" in Designer with this CSS applied. Uncomment this CSS to use it in the project. Leave this message for future hand-off. */ /* a, .w-input, .w-select, .w-tab-link, .w-nav-link, .w-dropdown-btn, .w-dropdown-toggle, .w-dropdown-link { color: inherit; text-decoration: inherit; font-size: inherit; } */ /* Apply "..." after 3 lines of text */ .text-style-3lines { display: -webkit-box; overflow: hidden; -webkit-line-clamp: 3; -webkit-box-orient: vertical; } /* Apply "..." after 2 lines of text */ .text-style-2lines { display: -webkit-box; overflow: hidden; -webkit-line-clamp: 2; -webkit-box-orient: vertical; } /* Adds inline flex display */ .display-inlineflex { display: inline-flex; } /* These classes are never overwritten */ .hide { display: none !important; } @media screen and (max-width: 991px) { .hide, .hide-tablet { display: none !important; } } @media screen and (max-width: 767px) { .hide-mobile-landscape{ display: none !important; } } @media screen and (max-width: 479px) { .hide-mobile{ display: none !important; } } .margin-0 { margin: 0rem !important; } .padding-0 { padding: 0rem !important; } .spacing-clean { padding: 0rem !important; margin: 0rem !important; } .margin-top { margin-right: 0rem !important; margin-bottom: 0rem !important; margin-left: 0rem !important; } .padding-top { padding-right: 0rem !important; padding-bottom: 0rem !important; padding-left: 0rem !important; } .margin-right { margin-top: 0rem !important; margin-bottom: 0rem !important; margin-left: 0rem !important; } .padding-right { padding-top: 0rem !important; padding-bottom: 0rem !important; padding-left: 0rem !important; } .margin-bottom { margin-top: 0rem !important; margin-right: 0rem !important; margin-left: 0rem !important; } .padding-bottom { padding-top: 0rem !important; padding-right: 0rem !important; padding-left: 0rem !important; } .margin-left { margin-top: 0rem !important; margin-right: 0rem !important; margin-bottom: 0rem !important; } .padding-left { padding-top: 0rem !important; padding-right: 0rem !important; padding-bottom: 0rem !important; } .margin-horizontal { margin-top: 0rem !important; margin-bottom: 0rem !important; } .padding-horizontal { padding-top: 0rem !important; padding-bottom: 0rem !important; } .margin-vertical { margin-right: 0rem !important; margin-left: 0rem !important; } .padding-vertical { padding-right: 0rem !important; padding-left: 0rem !important; } /* Apply "..." at 100% width */ .truncate-width { width: 100%; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; } /* Removes native scrollbar */ .no-scrollbar { -ms-overflow-style: none; overflow: -moz-scrollbars-none; } .no-scrollbar::-webkit-scrollbar { display: none; } </style></div><div class="set-all-components-to-display-none-and-use-this-div-to-create-a-symbol"></div><div class="page_warp"><div data-animation="default" data-collapse="medium" data-duration="100" data-easing="ease" data-easing2="ease" role="banner" class="menu_navbar w-nav"><nav class="menu_wrapper"><aside class="menu_top-bar"><div class="is-bg-blue stripe"><div class="padding-global"><div class="is-pad-tb-8"><div class="text-top-stripe"><div class="text-block-11"><strong>ShinyConf 2025 registration is now open!</strong> Be part of the largest virtual Shiny conference. <a href="https://events.ringcentral.com/events/shinyconf-2025" target="_blank"><span class="is-span-blue"><strong>Register Now</strong></span></a></div></div></div></div></div></aside><nav class="menu_bottom_bar"><div class="padding-global"><div class="navbar5_container"><a href="/" class="navbar5_logo-link w-nav-brand"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6539655f4ca172cfc5deaad8_Appsilon_logo.svg" loading="lazy" alt="" class="navbar5_logo"/></a><nav role="navigation" class="navbar5_menu w-nav-menu"><div class="navbar5_menu-left"><div data-hover="false" data-delay="300" data-w-id="585cd299-050b-0a77-9657-a1c9e907eeac" class="navbar5_menu-dropdown w-dropdown"><div class="navbar5_dropdown-toggle w-dropdown-toggle"><div>Services</div><div class="label-new main-menu"></div><div class="dropdown-chevron w-embed"><svg width="10" height="6" viewBox="0 0 10 6" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M5.00016 5.90982C4.81016 5.90982 4.62016 5.83982 4.47016 5.68982L0.940156 2.15982C0.650156 1.86982 0.650156 1.38982 0.940156 1.09982C1.23016 0.809824 1.71016 0.809824 2.00016 1.09982L5.00016 4.09982L8.00016 1.09982C8.29016 0.809824 8.77016 0.809824 9.06016 1.09982C9.35016 1.38982 9.35016 1.86982 9.06016 2.15982L5.53016 5.68982C5.38016 5.83982 5.19016 5.90982 5.00016 5.90982Z" fill="#10212E"/> </svg></div></div><nav class="navbar5_dropdown-list w-dropdown-list"><div class="navbar5_container"><div class="navbar5_dropdown-content"><div class="navbar5_dropdown-content-left"><div class="navbar5_dropdown-link-list"><div class="spacer-xxsmall"></div><a href="/services/data-dashboards" class="navbar5_dropdown-link w-inline-block"><div class="navbar5_icon-wrapper"><div class="icon-embed-xsmall-10 w-embed"><svg width="168" height="168" viewBox="0 0 168 168" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M154 154.001H14C11.13 154.001 8.75 151.621 8.75 148.751C8.75 145.881 11.13 143.501 14 143.501H154C156.87 143.501 159.25 145.881 159.25 148.751C159.25 151.621 156.87 154.001 154 154.001Z" fill="#0099F9"/> <path d="M68.2539 27.999V153.999H99.7539V27.999C99.7539 20.299 96.6039 13.999 87.1539 13.999H80.8539C71.4039 13.999 68.2539 20.299 68.2539 27.999Z" fill="#0099F9"/> <path opacity="0.4" d="M20.9951 69.999V153.999H48.9951V69.999C48.9951 62.299 46.1951 55.999 37.7951 55.999H32.1951C23.7951 55.999 20.9951 62.299 20.9951 69.999Z" fill="#0099F9"/> <path opacity="0.4" d="M118.994 105V154H146.994V105C146.994 97.2998 144.194 90.9998 135.794 90.9998H130.194C121.794 90.9998 118.994 97.2998 118.994 105Z" fill="#0099F9"/> </svg></div></div><div class="navbar5_item-right"><div class="text-size-regular text-weight-semibold">Shiny Dashboards in R and Python</div></div></a><a href="/services/platform" class="navbar5_dropdown-link w-inline-block"><div class="navbar5_icon-wrapper"><div class="icon-embed-xsmall-10 w-embed"><svg width="160" height="160" viewBox="0 0 160 160" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M13.332 65.0009C10.5987 65.0009 8.33203 62.7342 8.33203 60.0009V43.3342C8.33203 24.0009 24.0654 8.33423 43.332 8.33423H59.9987C62.732 8.33423 64.9987 10.6009 64.9987 13.3342C64.9987 16.0676 62.732 18.3342 59.9987 18.3342H43.332C29.532 18.3342 18.332 29.5342 18.332 43.3342V60.0009C18.332 62.7342 16.0654 65.0009 13.332 65.0009Z" fill="#0099F9"/> <path d="M146.667 65.0009C143.933 65.0009 141.667 62.7342 141.667 60.0009V43.3342C141.667 29.5342 130.467 18.3342 116.667 18.3342H100C97.2667 18.3342 95 16.0676 95 13.3342C95 10.6009 97.2667 8.33423 100 8.33423H116.667C135.933 8.33423 151.667 24.0009 151.667 43.3342V60.0009C151.667 62.7342 149.4 65.0009 146.667 65.0009Z" fill="#0099F9"/> <path opacity="0.4" d="M116.667 151.667H106.667C103.934 151.667 101.667 149.401 101.667 146.667C101.667 143.934 103.934 141.667 106.667 141.667H116.667C130.467 141.667 141.667 130.467 141.667 116.667V106.667C141.667 103.934 143.934 101.667 146.667 101.667C149.4 101.667 151.667 103.934 151.667 106.667V116.667C151.667 136.001 135.934 151.667 116.667 151.667Z" fill="#0099F9"/> <path d="M59.9987 151.667H43.332C24.0654 151.667 8.33203 136 8.33203 116.667V100C8.33203 97.2667 10.5987 95 13.332 95C16.0654 95 18.332 97.2667 18.332 100V116.667C18.332 130.467 29.532 141.667 43.332 141.667H59.9987C62.732 141.667 64.9987 143.933 64.9987 146.667C64.9987 149.4 62.732 151.667 59.9987 151.667Z" fill="#0099F9"/> <path d="M60.002 34.9998H46.6686C39.0686 34.9998 35.002 38.9998 35.002 46.6664V59.9998C35.002 67.6664 39.0686 71.6664 46.6686 71.6664H60.002C67.602 71.6664 71.6686 67.6664 71.6686 59.9998V46.6664C71.6686 38.9998 67.602 34.9998 60.002 34.9998Z" fill="#0099F9"/> <path opacity="0.4" d="M113.333 34.9998H99.9997C92.3997 34.9998 88.333 38.9998 88.333 46.6664V59.9998C88.333 67.6664 92.3997 71.6664 99.9997 71.6664H113.333C120.933 71.6664 125 67.6664 125 59.9998V46.6664C125 38.9998 120.933 34.9998 113.333 34.9998Z" fill="#0099F9"/> <path opacity="0.4" d="M60.002 88.3326H46.6686C39.0686 88.3326 35.002 92.3326 35.002 99.9993V113.333C35.002 120.999 39.0686 124.999 46.6686 124.999H60.002C67.602 124.999 71.6686 120.999 71.6686 113.333V99.9993C71.6686 92.3326 67.602 88.3326 60.002 88.3326Z" fill="#0099F9"/> <path d="M113.333 88.3326H99.9997C92.3997 88.3326 88.333 92.3326 88.333 99.9993V113.333C88.333 120.999 92.3997 124.999 99.9997 124.999H113.333C120.933 124.999 125 120.999 125 113.333V99.9993C125 92.3326 120.933 88.3326 113.333 88.3326Z" fill="#0099F9"/> </svg></div></div><div class="navbar5_item-right"><div class="text-size-regular text-weight-semibold">Data Platform & Cloud Solutions</div></div></a><a href="/services/sce" class="navbar5_dropdown-link w-inline-block"><div class="navbar5_icon-wrapper"><div class="icon-embed-xsmall-10 w-embed"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M5.32914 19.42C5.21914 19.42 5.09914 19.39 4.99914 19.34L2.77914 18.23C2.52914 18.1 2.36914 17.84 2.36914 17.56V14.78C2.36914 14.37 2.70914 14.03 3.11914 14.03C3.52914 14.03 3.86914 14.37 3.86914 14.78V17.09L5.67914 17.99C6.04914 18.18 6.19913 18.63 6.01913 19C5.86913 19.26 5.60914 19.42 5.32914 19.42Z" fill="#0099F9"/> <path d="M11.9995 22.75C11.9395 22.75 11.8795 22.74 11.8295 22.73C11.7695 22.72 11.7095 22.69 11.6495 22.66L9.43948 21.56C9.06948 21.37 8.91947 20.92 9.09947 20.55C9.28947 20.18 9.73947 20.03 10.1095 20.21L11.2495 20.78V19.22C11.2495 18.81 11.5895 18.47 11.9995 18.47C12.4095 18.47 12.7495 18.81 12.7495 19.22V20.78L13.8895 20.21C14.2595 20.03 14.7095 20.18 14.8995 20.55C15.0895 20.92 14.9395 21.37 14.5595 21.56L12.3495 22.66C12.2895 22.69 12.2295 22.71 12.1695 22.73C12.1095 22.74 12.0595 22.75 11.9995 22.75Z" fill="#0099F9"/> <path opacity="0.4" d="M18.6702 19.42C18.4002 19.42 18.1302 19.27 18.0002 19.01C17.8102 18.64 17.9602 18.19 18.3402 18L20.1502 17.1001V14.79C20.1502 14.38 20.4902 14.04 20.9002 14.04C21.3102 14.04 21.6502 14.38 21.6502 14.79V17.5701C21.6502 17.8501 21.4902 18.1101 21.2402 18.2401L19.0202 19.3501C18.8902 19.3901 18.7802 19.42 18.6702 19.42Z" fill="#0099F9"/> <path d="M11.9995 14.42C11.5895 14.42 11.2495 14.08 11.2495 13.67V11.36L9.43948 10.4601C9.06948 10.2701 8.91947 9.82004 9.09947 9.45004C9.28947 9.08004 9.73947 8.93005 10.1095 9.11005L11.9995 10.05L13.8895 9.11005C14.2595 8.93005 14.7095 9.07004 14.8995 9.45004C15.0895 9.82004 14.9395 10.2701 14.5595 10.4601L12.7495 11.36V13.67C12.7495 14.08 12.4095 14.42 11.9995 14.42Z" fill="#0099F9"/> <path opacity="0.4" d="M3.10938 9.96988C2.69938 9.96988 2.35938 9.62988 2.35938 9.21988V6.45988V6.44987C2.35938 6.38987 2.36937 6.32987 2.37937 6.27987C2.39937 6.19987 2.42938 6.12987 2.46938 6.05987C2.49938 6.00987 2.52937 5.96987 2.56937 5.92987C2.60937 5.88987 2.65937 5.84988 2.70937 5.81988C2.72937 5.80988 2.75937 5.78987 2.77937 5.77987L4.98937 4.67987C5.35937 4.49987 5.80937 4.63988 5.99937 5.01988C6.18937 5.38988 6.03938 5.83987 5.65938 6.02987L4.77937 6.46988L5.65938 6.90988C6.02938 7.09988 6.17937 7.54987 5.99937 7.91987C5.81937 8.28987 5.35937 8.43987 4.98937 8.25987L3.84937 7.68988V9.24987C3.85937 9.63987 3.52937 9.96988 3.10938 9.96988Z" fill="#0099F9"/> <path d="M14.2198 3.86004C14.1098 3.86004 13.9898 3.83004 13.8898 3.78004L11.9998 2.84004L10.1098 3.78004C9.73979 3.97004 9.28979 3.82004 9.09979 3.44004C8.90979 3.07004 9.05979 2.62003 9.43979 2.43003L11.6598 1.32005C11.8698 1.21005 12.1198 1.21005 12.3298 1.32005L14.5498 2.43003C14.9198 2.62003 15.0698 3.07004 14.8898 3.44004C14.7598 3.71004 14.4998 3.86004 14.2198 3.86004Z" fill="#0099F9"/> <path opacity="0.4" d="M20.8904 9.97002C20.4804 9.97002 20.1404 9.63001 20.1404 9.22002V7.66002L19.0004 8.23001C18.6304 8.42001 18.1804 8.27001 17.9904 7.89001C17.8004 7.52001 17.9504 7.07002 18.3304 6.88002L19.2104 6.44002L18.3304 6.00001C17.9604 5.81001 17.8104 5.36002 17.9904 4.99002C18.1704 4.62002 18.6304 4.47001 19.0004 4.65001L21.2104 5.75001C21.2304 5.76001 21.2604 5.77001 21.2804 5.79001C21.3404 5.82001 21.3904 5.87001 21.4404 5.92001C21.4704 5.96001 21.5004 6.00001 21.5304 6.04001C21.5704 6.11001 21.6004 6.18001 21.6204 6.26001C21.6304 6.32001 21.6404 6.38001 21.6404 6.43001V6.44002V9.20001C21.6404 9.64001 21.3004 9.97002 20.8904 9.97002Z" fill="#0099F9"/> </svg></div></div><div class="navbar5_item-right"><div class="text-size-regular text-weight-semibold">SCE for Scientific and Data-Driven Workflows</div></div></a></div><div class="navbar5_dropdown-link-list"><div class="spacer-xxsmall"></div><a href="/services/gxp-regulatory-compliance" class="navbar5_dropdown-link w-inline-block"><div class="navbar5_icon-wrapper"><div class="icon-embed-xsmall-10 w-embed"><svg width="160" height="160" viewBox="0 0 160 160" fill="none" xmlns="http://www.w3.org/2000/svg"> <path opacity="0.4" d="M113.52 0H46.48C17.36 0 0 17.36 0 46.48V113.52C0 142.64 17.36 160 46.48 160H113.52C142.64 160 160 142.64 160 113.52V46.48C160 17.36 142.64 0 113.52 0Z" fill="#0099F9"/> <path d="M130.48 54.96C130.48 58.24 127.84 60.96 124.48 60.96H82.4805C79.2005 60.96 76.4805 58.24 76.4805 54.96C76.4805 51.68 79.2005 48.96 82.4805 48.96H124.48C127.84 48.96 130.48 51.68 130.48 54.96Z" fill="#0099F9"/> <path d="M63.7605 47.2L45.7605 65.2C44.5605 66.4 43.0405 66.96 41.5205 66.96C40.0005 66.96 38.4005 66.4 37.2805 65.2L31.2805 59.2C28.8805 56.88 28.8805 53.04 31.2805 50.72C33.6005 48.4 37.3605 48.4 39.7605 50.72L41.5205 52.48L55.2805 38.72C57.6005 36.4 61.3605 36.4 63.7605 38.72C66.0805 41.04 66.0805 44.88 63.7605 47.2Z" fill="#0099F9"/> <path d="M130.48 110.96C130.48 114.24 127.84 116.96 124.48 116.96H82.4805C79.2005 116.96 76.4805 114.24 76.4805 110.96C76.4805 107.68 79.2005 104.96 82.4805 104.96H124.48C127.84 104.96 130.48 107.68 130.48 110.96Z" fill="#0099F9"/> <path d="M63.7605 103.2L45.7605 121.2C44.5605 122.4 43.0405 122.96 41.5205 122.96C40.0005 122.96 38.4005 122.4 37.2805 121.2L31.2805 115.2C28.8805 112.88 28.8805 109.04 31.2805 106.72C33.6005 104.4 37.3605 104.4 39.7605 106.72L41.5205 108.48L55.2805 94.72C57.6005 92.4 61.3605 92.4 63.7605 94.72C66.0805 97.04 66.0805 100.88 63.7605 103.2Z" fill="#0099F9"/> </svg></div></div><div class="navbar5_item-right"><div class="text-size-regular text-weight-semibold">GxP in Software Engineering</div></div></a><a href="/services/gxp-audit" class="navbar5_dropdown-link w-inline-block"><div class="navbar5_icon-wrapper"><div class="icon-embed-xsmall-10 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="M16.2391 3.6499H7.75906C5.28906 3.6499 3.28906 5.6599 3.28906 8.1199V17.5299C3.28906 19.9899 5.29906 21.9999 7.75906 21.9999H16.2291C18.6991 21.9999 20.6991 19.9899 20.6991 17.5299V8.1199C20.7091 5.6499 18.6991 3.6499 16.2391 3.6499Z" fill="#6CA5E2"/> <path d="M14.3498 2H9.64977C8.60977 2 7.75977 2.84 7.75977 3.88V4.82C7.75977 5.86 8.59977 6.7 9.63977 6.7H14.3498C15.3898 6.7 16.2298 5.86 16.2298 4.82V3.88C16.2398 2.84 15.3898 2 14.3498 2Z" fill="#6CA5E2"/> <path d="M10.81 16.9501C10.62 16.9501 10.43 16.8801 10.28 16.7301L8.78 15.2301C8.49 14.9401 8.49 14.4601 8.78 14.1701C9.07 13.8801 9.55 13.8801 9.84 14.1701L10.81 15.1401L14.28 11.6701C14.57 11.3801 15.05 11.3801 15.34 11.6701C15.63 11.9601 15.63 12.4401 15.34 12.7301L11.34 16.7301C11.2 16.8801 11 16.9501 10.81 16.9501Z" fill="#6CA5E2"/> </svg></div></div><div class="navbar5_item-right"><div class="text-size-regular text-weight-semibold">GxP Audit</div></div><div class="label-new"></div></a><a href="/services/expedite-drug-discovery-with-ai" class="navbar5_dropdown-link w-inline-block"><div class="navbar5_icon-wrapper"><div class="icon-embed-xsmall-10 w-embed"><svg width="160" height="160" viewBox="0 0 160 160" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M103.933 11.6667C84.1331 11.6667 68.0664 27.7334 68.0664 47.5334C68.0664 67.3335 84.1331 83.4 103.933 83.4C123.733 83.4 139.8 67.3335 139.8 47.5334C139.8 27.7334 123.733 11.6667 103.933 11.6667Z" fill="#0099F9"/> <path opacity="0.4" d="M42.4001 86.8667C30.2001 86.8667 20.2002 96.8 20.2002 109.067C20.2002 121.333 30.1334 131.267 42.4001 131.267C54.6001 131.267 64.6002 121.333 64.6002 109.067C64.6002 96.8 54.6001 86.8667 42.4001 86.8667Z" fill="#0099F9"/> <path opacity="0.4" d="M110.8 110.8C100.466 110.8 92.0664 119.2 92.0664 129.533C92.0664 139.867 100.466 148.267 110.8 148.267C121.133 148.267 129.533 139.867 129.533 129.533C129.533 119.2 121.133 110.8 110.8 110.8Z" fill="#0099F9"/> </svg></div></div><div class="navbar5_item-right"><div class="text-size-regular text-weight-semibold">AI for Drug Discovery</div></div></a></div></div><div class="navbar5_dropdown-content-right"><div class="navbar5_dropdown-content-wrapper z-index-1"><div class="is-txt-label small">New Case Study</div><div id="w-node-_585cd299-050b-0a77-9657-a1c9e907eef1-bb4be1c0" class="navbar5_blog-list-wrapper"><div class="navbar5_blog-list"><div class="w-dyn-list"><div role="list" class="w-dyn-items"><div role="listitem" class="w-dyn-item"><a href="http://www.appsilon.com/case-studies/gxp-data-workflows" class="navbar5_blog-item w-inline-block"><div class="navbar5_blog-image-wrapper"><img src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/67501c2ea04815b790bd6a4e_GxP_Optmalization.webp" loading="lazy" alt="" sizes="100vw" 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="navbar5_blog-image"/></div><div class="navbar5_large-item-content"><div class="text-weight-semibold text-style-2lines">Building a GxP Environment for Workflow Optimization</div><div class="spacer-tiny-4"></div><p class="text-size-small text-style-2lines">Appsilon’s solution leverages Infrastructure as Code and supports effective collaboration, standardizes processes, ensures regulatory compliance, and strengthens risk mitigation for this major pharmaceutical client.</p><div class="spacer-xsmall"></div><div class="label_read-more-arrow left"><div class="text-size-tiny text-weight-semibold">Read More</div><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6637c4880685ccf8c40766cd_Arrow_Right.svg" loading="lazy" alt=""/></div></div></a></div></div></div></div></div></div><div class="navbar5_dropdown-background-layer"></div></div></div></div></nav></div><a href="/case-studies/collection" class="navbar5_link w-nav-link">Case Studies</a><link rel="prefetch" href="/case-studies/collection"/><a href="/data-for-good" aria-current="page" class="navbar5_link w-nav-link w--current">Data4Good</a><a href="/careers" class="navbar5_link w-nav-link">Careers</a><a href="/resources/collection" class="navbar5_link w-nav-link">Resources</a><a href="/blog" class="navbar5_link w-nav-link">Blog</a></div><div class="navbar5_menu-right"><a href="/contact-us" class="button menu w-button">Talk to our Experts</a><link rel="prerender" href="/contact-us"/></div></nav><div class="navbar5_menu-button w-nav-button"><div class="menu-icon"><div class="menu-icon_line-top"></div><div class="menu-icon_line-middle"><div class="menu-icon_line-middle-inner"></div></div><div class="menu-icon_line-bottom"></div></div></div></div></div></nav></nav></div><header class="section_header1"><div class="padding-global"><div class="container-large"><div class="padding-section-medium"><div class="w-layout-grid header2_component"><div class="header1_content"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9652c15faf9c3fb722c_Data4Good.svg" loading="lazy" alt="" class="logo_d4g"/><div class="spacer-medium"></div><h1><strong>Data Science <br/>for </strong><span class="is-span-blue"><strong>Social Good</strong></span></h1><div class="spacer-small"></div><p class="text-size-medium">We Advance Technology to Preserve and Improve Life on Earth. We collaborate with scientists, organizations, and businesses to make a positive impact on the world.</p><div class="spacer-medium"></div><div class="button-group"><a href="#contact" class="button is-red w-button">Lets Talk</a></div><div class="logo_component-copy"></div><div id="w-node-eb9034c2-1ed0-5715-f83a-edc69206f263-3690068e" class="w-layout-layout hero_logos_wraper wf-layout-layout"><div class="w-layout-cell"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/655cdc25f1d8f6472548c612_Artboard14_8.avif" loading="lazy" alt="" class="logo1_logo"/></div><div class="w-layout-cell"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/655cdc25ef283395d4c6b12b_Artboard14_4.avif" loading="lazy" alt="" class="logo1_logo"/></div><div class="w-layout-cell"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/655cdc2539659f131036a650_Artboard14_5.avif" loading="lazy" alt="" class="logo1_logo"/></div><div class="w-layout-cell"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9667688a3e476628785_LogoPartners_3.avif" loading="lazy" sizes="(max-width: 479px) 38vw, (max-width: 767px) 19vw, (max-width: 991px) 12vw, 10vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9667688a3e476628785_LogoPartners_3-p-500.avif 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9667688a3e476628785_LogoPartners_3.avif 1772w" alt="" class="logo1_logo"/></div><div class="w-layout-cell"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a966b0669b030cd97f1d_LogoPartners_8.avif" loading="lazy" sizes="(max-width: 479px) 38vw, (max-width: 767px) 19vw, (max-width: 991px) 12vw, 10vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a966b0669b030cd97f1d_LogoPartners_8-p-500.avif 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a966b0669b030cd97f1d_LogoPartners_8.avif 1773w" alt="" class="logo1_logo"/></div></div></div><div class="header1_image-wrapper"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561aa2a49f098b9e753d112_Hero_1.avif" loading="eager" sizes="(max-width: 991px) 100vw, 49vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561aa2a49f098b9e753d112_Hero_1-p-500.avif 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561aa2a49f098b9e753d112_Hero_1-p-800.avif 800w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561aa2a49f098b9e753d112_Hero_1.avif 1541w" alt="" class="header1_image"/></div></div></div></div></div></header><section class="section_grid"><div class="padding-global"><div class="container-large"><div class="padding-section-medium"><div class="header-wrapper is-animation-fade-in"><div class="is-txt-small is-txt-label">OUR WORK</div><div class="spacer-xsmall"></div><div class="w-layout-hflex flex-block-3"><h5>Data for Good in Action</h5></div><div class="spacer-small"></div><div class="separator"></div><div class="spacer-large"></div></div><div id="w-node-_6cc3d88e-9f0d-9daa-0a88-31df981bc073-3690068e" class="is-animation-fade-in"><div id="w-node-_9e80a349-9bed-bebe-e0d6-39895264733a-3690068e" class="w-layout-layout globe_card_stack wf-layout-layout"><div class="w-layout-cell"><div class="gird_card shadow-large green-gradient"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a96476d17fba4e5f7d9e_Artboard6_12.avif" loading="lazy" alt=""/><h6 class="text-color-white">African Savannas</h6><div class="text-size-small color-offwhite">Mbaza AI: Computer Vision App<br/>for Wildlife Conservation in Africa<br/></div><div class="w-layout-hflex flex-block-11"><a href="/data-for-good/mbaza-ai" class="button is-alternate is-small w-button">Explore</a><a href="https://github.com/Appsilon/mbaza" target="_blank" class="button is-alternate is-tetriarty is-small w-button">Download</a></div></div></div><div class="w-layout-cell"><div class="gird_card shadow-large darkblue-gradient"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6564ce6092f9c4797378bce1_Data4Good.avif" loading="lazy" alt=""/><h6 class="text-color-white">Arctic Ocean</h6><div class="text-size-small color-offwhite">Monitoring The Arctic Ocean<br/>with Machine Learning and Neural Networks<br/></div><div class="w-layout-hflex flex-block-11"><a href="https://appsilon.com/monitoring-marine-ecosystems-with-machine-learning/" class="button is-alternate is-small w-button">Explore</a><a href="https://appsilon.com/copepod-prosome-and-lipid-sac-segmentation-with-machine-learning/" class="button is-alternate is-tetriarty is-small w-button">Read more</a></div></div></div><div class="w-layout-cell"><div class="gird_card shadow-large coldgreen-gradnient"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a964134c5c08c0389ee5_Artboard6_8.avif" loading="lazy" alt=""/><h6 class="text-color-white">Forests of Europe</h6><div class="text-size-small color-offwhite">Visualizing the Future of European Forests with Climate Data Visualistion<br/></div><div class="w-layout-hflex flex-block-11"><a href="https://appsilon.com/climate-change-and-pine-forests/" class="button is-alternate is-small w-button">Explore</a><a href="https://futureforests.appsilon.com/" class="button is-alternate is-tetriarty is-small w-button">Read more</a></div></div></div><div class="w-layout-cell"><div class="gird_card shadow-large purple-graadient"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9652c15faf9c3fb709b_Artboard6_14.avif" loading="lazy" alt=""/><h6 class="text-color-white">Micronesia</h6><div class="text-size-small color-offwhite">Robust data analytics to assess management actions in the Pacific and to mitigate climate change impacts<br/></div><div class="w-layout-hflex flex-block-11"><a href="https://appsilon.com/r-shiny-tech-for-coral-reef-conservation/" class="button is-alternate is-small w-button">Explore</a></div></div></div><div class="w-layout-cell"><div class="gird_card shadow-large lightblue_gradient"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a96480f3c207d77db2f2_Artboard6_10.avif" loading="lazy" alt=""/><h6 class="text-color-white">Antarctic</h6><div class="text-size-small color-offwhite">Assessing the Wellbeing of the Antarctic Ecosystem by Counting Nests of Shags<br/></div><div class="w-layout-hflex flex-block-11"><a href="https://appsilon.com/yolo-counting-nests-antarctic-birds/" class="button is-alternate is-small w-button">Explore</a></div></div></div><div class="w-layout-cell"><div class="gird_card shadow-large"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9645d147dda23782e6c_Artboard6_7.avif" loading="lazy" sizes="(max-width: 479px) 71vw, (max-width: 767px) 81vw, 83vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9645d147dda23782e6c_Artboard6_7-p-500.avif 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9645d147dda23782e6c_Artboard6_7.avif 866w" alt=""/><h6>Make an impact</h6><div class="text-size-small">Reach out to us to explore how data visualizations and AI can help you scale up your positive impact on the planet.<br/></div><div class="w-layout-hflex flex-block-11"><a href="#contact" class="button is-red w-button">Let's talk</a></div></div></div></div></div></div></div></div></section><section class="section_layout_dark"><div class="padding-global-10"><div class="container-large-2"><div class="padding-section-large"><div class="is-animation-fade-in"><div class="w-layout-grid layout1_component"><div class="layout1_content"><div class="is-txt-small is-txt-label">DATA FOR GOOD COLLABORATION</div><div class="spacer-small"></div><h2 class="text-color-white">Change Makers Empowered by Data</h2><div class="spacer-small"></div><div class="separator"></div><div class="spacer-small"></div><p class="text-size-medium text-color-white">We partner with organizations worldwide to <span class="is-span-blue">develop high-impact climate change and biodiversity projects.</span> We apply data analytics, interactive visualization, machine learning, and computer vision solutions for social good. <br/><br/>Combining our skills with the domain knowledge of our partner organizations <span class="is-span-green">we create innovations for positive impact.<br/><br/></span>Leveraging the power of data and analytics, we empower our partners to drive change and innovation for the social good.</p><div class="spacer-small"></div><div class="button-group"><a href="#contact" class="button is-red w-button">Let's Talk</a></div></div><div class="layout1_image-wrapper"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a96449f098b9e75332c6_Artboard13.avif" loading="lazy" sizes="(max-width: 767px) 90vw, (max-width: 991px) 43vw, 42vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a96449f098b9e75332c6_Artboard13-p-500.avif 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a96449f098b9e75332c6_Artboard13.avif 919w" alt="" class="layout1_image"/></div></div></div></div></div></div></section><section class="section_testimonial"><div class="padding-global"><div class="container-large"><div class="padding-section-medium"><div class="header-wrapper is-animation-fade-in"><div class="is-txt-small is-txt-label">TESTIMONIALS</div><div class="spacer-xsmall"></div><div class="w-layout-hflex flex-block-3"><h5>What Our Clients Say</h5></div><div class="spacer-small"></div><div class="separator"></div><div class="spacer-large"></div></div><div class="testimonial_component"><div class="testimonial_content is-animation-fade-in"><div class="is-z-1"><div class="testimonial_rating-wrapper"><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div></div><div class="text-size-small">"Appsilon Data for Good initiative supports projects related to the <span class="is-span-bold">most important threats to human life and biodiversity. </span><br/><br/>Our work showcased a novel way of science-business collaboration."</div><div class="spacer-small"></div><div class="testimonial18_client"><div class="testimonial_client-image-wrapper shadow-large"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561aef351bfed69d784f754_Artboard19.avif" loading="lazy" alt="" class="testimonial_customer-image"/></div><div class="testimonial18_client-info"><p class="text-weight-semibold-2"><strong>Marcin Dyderski</strong></p><p class="text-size-tiny">Prof., Institute of Dendrology Polish Academy of Sciences</p></div></div></div></div><div class="hide-mobile-portrait"><div class="testimonial_content is-animation-fade-in"><div class="testimonial_rating-wrapper"><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div></div><div class="text-size-small">"Thanks to Appsilon we now provide <span class="is-span-bold">extensive data analytics at the fingertips </span>of our island partners to determine the success or failures of management actions, and to mitigate <span class="is-span-blue">climate change impacts to the extent possible</span>.”</div><div class="spacer-small"></div><div class="testimonial18_client"><div class="testimonial_client-image-wrapper shadow-large"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561aef38a9171e89e0b3f3a_Artboard20.avif" loading="lazy" alt="" class="testimonial_customer-image"/></div><div class="testimonial18_client-info"><p class="text-weight-semibold-2"><strong>Peter Houk</strong></p><p class="text-size-tiny">Professor, University of Guam Marine Laboratory</p></div></div></div></div><div class="testimonial_content is-animation-fade-in"><div class="testimonial_rating-wrapper"><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div><div class="testimonial18_rating-icon"><div class="icon-embed-xsmall w-embed"><svg width="100%" viewBox="0 0 18 17" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8.16379 0.551109C8.47316 -0.183704 9.52684 -0.183703 9.83621 0.551111L11.6621 4.88811C11.7926 5.19789 12.0875 5.40955 12.426 5.43636L17.1654 5.81173C17.9684 5.87533 18.294 6.86532 17.6822 7.38306L14.0713 10.4388C13.8134 10.6571 13.7007 10.9996 13.7795 11.3259L14.8827 15.8949C15.0696 16.669 14.2172 17.2809 13.5297 16.8661L9.47208 14.4176C9.18225 14.2427 8.81775 14.2427 8.52793 14.4176L4.47029 16.8661C3.7828 17.2809 2.93036 16.669 3.11727 15.8949L4.22048 11.3259C4.29928 10.9996 4.18664 10.6571 3.92873 10.4388L0.317756 7.38306C-0.294046 6.86532 0.0315611 5.87533 0.834562 5.81173L5.57402 5.43636C5.91255 5.40955 6.20744 5.19789 6.33786 4.88811L8.16379 0.551109Z" fill="currentColor"/> </svg></div></div></div><div class="text-size-small">“<span class="is-span-bold">Mbaza AI is rapidly reducing the time between data collection and analysis</span> and is a valuable tool integrated into the standard biodiversity monitoring protocols used by the National Parks of Gabon.”</div><div class="spacer-small"></div><div class="testimonial18_client"><div class="testimonial_client-image-wrapper shadow-large"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561aef38a9171e89e0b3f36_Artboard21.avif" loading="lazy" alt="" class="testimonial_customer-image"/></div><div class="testimonial18_client-info"><p class="text-weight-semibold-2"><strong>Robin Whytock</strong></p><p class="text-size-tiny">Co-Founder & CEO of okala</p></div></div></div></div></div></div></div></section><section class="section_list_sticky_column"><div class="padding-global"><div class="container-large"><div class="padding-section-medium"><div class="w-layout-grid timeline_component"><div class="timeline_content-left"><div class="header-wrapper is-animation-fade-in"><div class="is-txt-small is-txt-label">DATA SCIENCE | MACHINE LEARNING | AI</div><div class="spacer-xsmall"></div><div class="w-layout-hflex flex-block-3"><h5>Driving Innovation in sustainability</h5></div><div class="spacer-small"></div><div class="separator"></div><div class="spacer-small"></div><div class="max-width-large"><p class="is-txt-medium">At the forefront of environmental progress, our approach to sustainability marries <span class="is-span-blue">cutting-edge technology with eco-friendly practices. </span><br/><br/>We're dedicated to innovating solutions that not only meet today's needs but also pave the way for a greener tomorrow.<br/><br/>Join us in our journey as we continuously challenge the status quo, driving change for a sustainable and brighter future.</p></div><div class="spacer-large"></div></div></div><div class="layout121_content-right"><div class="layout121_timeline-wrapper"><div class="progress-bar-wrapper"><div class="layout121_progress-bar"></div></div><div class="is-animation-fade-in"><div class="w-layout-grid timeline-step"><div class="timeline-left"><div class="timeline-icon-wrapper shadow-xlarge is-animation-fade-in"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9656305b9b002993d28_Artboard14_8.avif" loading="lazy" alt="" class="icon-medium d4g"/></div></div><div class="timeline-right"><div class="text-wrapper"><h6>Technology in service for climate change adaptation</h6><div class="spacer-xsmall"></div><p class="text-size-small">Our mission is to transform climate challenges into actionable strategies, using technology as a catalyst for sustainable adaptation and long-term environmental health.</p></div></div></div></div><div class="is-animation-fade-in"><div class="w-layout-grid timeline-step"><div class="timeline-left"><div class="timeline-icon-wrapper shadow-xlarge is-animation-fade-in"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9654503332060a7646c_Artboard14_7.avif" loading="lazy" alt="" class="icon-medium d4g"/></div></div><div class="timeline-right"><div class="text-wrapper"><h6>Applying data and AI in biodiversity conservation</h6><div class="spacer-xsmall"></div><p class="text-size-small">Utilizing the power of data analytics and AI, we're pioneering new ways to preserve biodiversity, ensuring that every species has a fighting chance against environmental threats.</p></div></div></div></div><div class="is-animation-fade-in"><div class="w-layout-grid timeline-step"><div class="timeline-left"><div class="timeline-icon-wrapper shadow-xlarge is-animation-fade-in"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a965b0748ff47490a927_Artboard14_6.avif" loading="lazy" alt="" class="icon-medium d4g"/></div></div><div class="timeline-right"><div class="text-wrapper"><h6>Using AI to fight pollution and plastic waste</h6><div class="spacer-xsmall"></div><p class="text-size-small">At the intersection of AI and environmental stewardship, we're tackling pollution and plastic waste, deploying smart solutions for a cleaner, healthier planet.</p></div></div></div></div><div class="is-animation-fade-in"><div class="w-layout-grid timeline-step"><div class="timeline-left"><div class="timeline-icon-wrapper shadow-xlarge is-animation-fade-in"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a9657688a3e4766286ce_Artboard14_3.avif" loading="lazy" alt="" class="icon-medium d4g"/></div></div><div class="timeline-right"><div class="text-wrapper"><h6>Innovation in food tech and alternative protein transition</h6><div class="spacer-xsmall"></div><p class="text-size-small">Revolutionizing the food industry, our innovative technologies are at the forefront of the alternative protein transition, offering sustainable and ethical food choices.</p></div></div></div></div><div class="is-animation-fade-in"><div class="w-layout-grid timeline-step"><div class="timeline-left"><div class="timeline-icon-wrapper shadow-xlarge is-animation-fade-in"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a965e46c4adf3c3bf766_Artboard14_5.avif" loading="lazy" alt="" class="icon-medium d4g"/></div></div><div class="timeline-right"><div class="text-wrapper"><h6>Driving the green energy transition</h6><div class="spacer-xsmall"></div><p class="text-size-small">Accelerating the shift to sustainable energy, our initiatives are key drivers in the green energy transition, powering a cleaner, more sustainable future.</p></div></div></div><div class="w-layout-grid timeline-step"><div class="timeline-left"><div class="timeline-icon-wrapper shadow-xlarge is-animation-fade-in"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a965b0748ff47490a927_Artboard14_6.avif" loading="lazy" alt="" class="icon-medium d4g"/></div></div><div class="timeline-right"><div class="text-wrapper"><h6>Data science for social good</h6><div class="spacer-xsmall"></div><p class="text-size-small">Harnessing the potential of data science for social impact, we're addressing critical societal issues with solutions grounded in empirical data and human-centered design.</p></div></div></div></div></div></div></div></div></div></div></section><section class="section_layout386"><div class="padding-global-11"><div class="container-large-3"><div class="padding-section-small"><div class="header-wrapper is-animation-fade-in"><div class="is-txt-small is-txt-label">Why We do what we do</div><div class="spacer-xsmall"></div><div class="w-layout-hflex flex-block-3"><h5>Our Purpose</h5></div><div class="spacer-small"></div><div class="separator"></div><div class="spacer-large"></div></div><div class="w-layout-grid layout386_component"><div id="w-node-_5d316f0e-411c-202c-e829-a10dad0d9112-3690068e" class="w-layout-grid layout386_row"><div class="layout386_card-small is-animation-fade-in"><div class="layout386_card-small-content"><div class="layout386_card-small-content-top"><div class="margin-bottom margin-small"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6564b36437a567fcfa45a5dc_Frame%20215.svg" loading="lazy" alt="" class="icon-1x1-medium"/></div><div class="margin-bottom margin-xsmall"><h4>Visit our blog</h4></div><p class="text-size-regular">Visit Appsilon’s Blog for Shiny dashboard tutorials, data science and machine learning insights, R open source, community news, and D4G projects.</p></div><div class="margin-top margin-small"><div class="button-group"><a href="/blog" class="button is-alternate w-button">Read more</a></div></div></div></div><div class="layout386_card-small is-animation-fade-in"><div class="layout386_card-small-content background-color-green"><div class="layout386_card-small-content-top"><div class="margin-bottom margin-small"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6564b3640ce28b7d4589543f_Frame%20140.svg" loading="lazy" alt="" class="icon-1x1-medium"/></div><div class="margin-bottom margin-xsmall"><h4>Data4Good Newsletter</h4></div><p class="text-size-regular">Your weekly roundup of curated industry news from across #DataForGood, #Sustainability, #ClimateChange, #AI & #Tech.</p></div><div class="margin-top margin-small"><div class="button-group"><a href="https://www.linkedin.com/newsletters/6954735389467107328/" class="button is-alternate w-button">Read more </a></div></div></div></div><div id="w-node-_5d316f0e-411c-202c-e829-a10dad0d9133-3690068e" class="layout386_card-large is-animation-fade-in"><div class="layout386_card-large-content"><div class="layout386_card-large-content-top"><div class="margin-bottom margin-small"><h3><strong>Advance technology to preserve<br/>and improve life on Earth</strong></h3></div><p>We have a responsibility to make this world a better place. At Appsilon we do it through technology. We use our expertise in interactive data visualization, machine learning, and developing artificial intelligence solutions to make an impact. <br/><br/>We partner with domain experts to find innovative solutions. Working together we find ways to resolve some of the world’s most pressing challenges.</p></div></div><div id="w-node-_5d316f0e-411c-202c-e829-a10dad0d9146-3690068e" class="layout386_card-large-image-wrapper"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a964c7d1f8d7a3cb2659_Artboard6_13.avif" loading="lazy" sizes="90vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a964c7d1f8d7a3cb2659_Artboard6_13-p-500.avif 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6561a964c7d1f8d7a3cb2659_Artboard6_13.avif 1000w" alt="" class="layout386_card-large-image"/></div></div></div></div></div></div></div></section><section class="section_blog"><div class="padding-global"><div class="container-large"><div class="padding-section-medium"><div class="header-wrapper is-animation-fade-in"><div class="is-txt-small is-txt-label">INTERNATIONAL RECOGNITION</div><div class="spacer-xsmall"></div><div class="w-layout-hflex flex-block-3"><h5>Data for Good in the Spotlight</h5></div><div class="spacer-small"></div><div class="separator"></div><div class="spacer-large"></div></div><div class="blog_component_3_col_grid is-animation-fade-in"><div class="blog_list-wrapper"><div id="w-node-_20e97d99-ae4e-386b-e816-3efb4212747a-3690068e" class="w-layout-layout _4_card_stack wf-layout-layout"><div class="w-layout-cell"><div class="gird_card shadow-large"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/65622122332c7603e837f7a9_preview%20euronews.avif" loading="lazy" alt="" class="image-23"/><h6>TheGuardian</h6><div class="text-size-small">From Hudson Bay, Canada to tropical Gabon, AI is helping to fight biodiversity loss<br/></div><div class="w-layout-hflex flex-block-11"><a href="https://www.euronews.com/living/2020/12/05/from-the-polar-bear-capital-of-the-world-to-tropical-gabon-ai-is-helping-to-fight-biodiver" target="_blank" class="button is-small w-button">Read more</a></div></div></div><div class="w-layout-cell"><div class="gird_card shadow-large"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/65622122f32c4fcae5ff2f34_preview%20chimpanzees.avif" loading="lazy" alt="" class="image-23"/><h6>TheIndependent</h6><div class="text-size-small">Stop the Illegal Wildlife Trade: How AI has become the latest conservation tool<br/></div><div class="w-layout-hflex flex-block-11"><a href="https://www.independent.co.uk/environment/ai-technology-wildlife-conservation-gabon-b1783812.html" target="_blank" class="button is-small w-button">Read more</a></div></div></div><div class="w-layout-cell"><div class="gird_card shadow-large"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/65622122dcbd1d3b7f104cca_Chimpanzee%20Family.avif" loading="lazy" sizes="100vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/65622122dcbd1d3b7f104cca_Chimpanzee%20Family-p-500.avif 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/65622122dcbd1d3b7f104cca_Chimpanzee%20Family.avif 1038w" alt="" class="image-23"/><h6>EuroNews</h6><div class="text-size-small">Five ways AI is saving wildlife – from counting chimps to locating whales<br/></div><div class="w-layout-hflex flex-block-11"><a href="https://www.theguardian.com/environment/2022/feb/21/five-ways-ai-is-saving-wildlife-from-counting-chimps-to-locating-whales-aoe" target="_blank" class="button is-small w-button">Read more</a></div></div></div><div class="w-layout-cell"><div class="gird_card shadow-large"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/65622122252b118a9d194e69_Actuary%20article%20banner.avif" loading="lazy" sizes="100vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/65622122252b118a9d194e69_Actuary%20article%20banner-p-500.avif 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/65622122252b118a9d194e69_Actuary%20article%20banner.avif 1038w" alt="" class="image-23"/><h6>TheActuary</h6><div class="text-size-small">Caught On Camera:<br/>How Data Can Preserve Biodiversity<br/></div><div class="w-layout-hflex flex-block-11"><a href="https://www.theactuary.com/2021/11/02/caught-camera-how-data-can-help-preserve-biodiversity0" target="_blank" class="button is-small w-button">Read more</a></div></div></div></div></div></div></div></div></div></section><section class="section_blog"><div class="padding-global"><div class="container-large"><div class="padding-section-medium"><div class="header-wrapper is-animation-fade-in"><div class="is-txt-small is-txt-label">Blog</div><div class="spacer-xsmall"></div><div class="w-layout-hflex flex-block-3"><h5>Learn More From Our Experts</h5><a href="/blog" class="button is-tertiary is-small w-button">Visit our Blog</a></div><div class="spacer-small"></div><div class="separator"></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/exploring-drug-interactions-shiny-app" class="fs_nest_link_block w-inline-block"></a><div data-w-id="009f2b0b-7adf-f5f2-0bbd-64c5dc77d25a" class="blog-item"><a href="/post/exploring-drug-interactions-shiny-app" class="link-block-no-styles w-inline-block"><img alt="Exploring Pharmacokinetic and Pharmacodynamic Drug-Drug Interactions with our Drug Interactions Shiny App" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a43a66c4e93c9cb93e86_6525256482c9e9a06c7a9d3c%252F65aac2985b225fe9023c5a60_drug_interactions-2.webp" loading="lazy" sizes="(max-width: 479px) 86vw, (max-width: 767px) 43vw, (max-width: 991px) 44vw, 28vw" srcset="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a43a66c4e93c9cb93e86_6525256482c9e9a06c7a9d3c%252F65aac2985b225fe9023c5a60_drug_interactions-2-p-500.webp 500w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a43a66c4e93c9cb93e86_6525256482c9e9a06c7a9d3c%252F65aac2985b225fe9023c5a60_drug_interactions-2-p-800.webp 800w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a43a66c4e93c9cb93e86_6525256482c9e9a06c7a9d3c%252F65aac2985b225fe9023c5a60_drug_interactions-2-p-1080.webp 1080w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a43a66c4e93c9cb93e86_6525256482c9e9a06c7a9d3c%252F65aac2985b225fe9023c5a60_drug_interactions-2-p-1600.webp 1600w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a43a66c4e93c9cb93e86_6525256482c9e9a06c7a9d3c%252F65aac2985b225fe9023c5a60_drug_interactions-2.webp 1920w" class="blog_item-image"/><div class="spacer-xsmall"></div><div class="w-layout-vflex blog-item-content"><h5 fs-cmsfilter-field="name" fs-cmssort-field="name" class="blog-item-header">Exploring Pharmacokinetic and Pharmacodynamic Drug-Drug Interactions with our Drug Interactions Shiny App</h5><div class="spacer-xsmall"></div><div class="text-size-small">Explore the critical landscape of pharmacokinetics and pharmacodynamics with our user-friendly Drug Interactions Shiny App.</div></div></a><a href="/author/ismael" class="link-block_no-style w-inline-block"><div class="blog_authors_wrapper"><img alt="" loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65e600e886cae4e6c76d06b6_Screenshot%202024-03-04%20at%2019.12.00.png" class="blog-author-avatar shadow-medium"/><div><div fs-cmsfilter-field="tag" class="blog-authors-text">Ismael Rodriguez</div><div class="text-size-tiny">November 7, 2023</div></div></div></a></div></div><div role="listitem" class="blog-cms-item w-dyn-item"><a href="/post/ol-pejeta-species-classification-with-ai" class="fs_nest_link_block w-inline-block"></a><div data-w-id="009f2b0b-7adf-f5f2-0bbd-64c5dc77d25a" class="blog-item"><a href="/post/ol-pejeta-species-classification-with-ai" class="link-block-no-styles w-inline-block"><img alt="Ol Pejeta Conservancy Update: Species Classification with AI" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a43f0e8cb60d70458703_6525256482c9e9a06c7a9d3c%252F65aac2992900f26eaa0094df_Mbaza_Ol_Pejeta-Copy.webp" loading="lazy" class="blog_item-image"/><div class="spacer-xsmall"></div><div class="w-layout-vflex blog-item-content"><h5 fs-cmsfilter-field="name" fs-cmssort-field="name" class="blog-item-header">Ol Pejeta Conservancy Update: Species Classification with AI</h5><div class="spacer-xsmall"></div><div class="text-size-small">Our signature automated species classification model - MbazaAI - addresses challenges in Ol Pejeta wildlife data and enhances conservation efforts!</div></div></a><a href="/author/andrew" class="link-block_no-style w-inline-block"><div class="blog_authors_wrapper"><img alt="" loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65e601c12330102e16423bcf_Screenshot%202024-03-04%20at%2019.15.29.png" class="blog-author-avatar shadow-medium"/><div><div fs-cmsfilter-field="tag" class="blog-authors-text">Andrew Cusick</div><div class="text-size-tiny">October 20, 2023</div></div></div></a></div></div><div role="listitem" class="blog-cms-item w-dyn-item"><a href="/post/freshwater-dashboard-ui-ux-for-r-shiny-applications" class="fs_nest_link_block w-inline-block"></a><div data-w-id="009f2b0b-7adf-f5f2-0bbd-64c5dc77d25a" class="blog-item"><a href="/post/freshwater-dashboard-ui-ux-for-r-shiny-applications" class="link-block-no-styles w-inline-block"><img alt="Freshwater Dashboard - Importance of UI/UX for R Shiny Applications" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a44a56a77c3475222a8d_6525256482c9e9a06c7a9d3c%252F65aac29ca21c7383d1af80a6_Freshwater-Dashboard-Importance-of-UI-UX-for-R-Shiny.webp" loading="lazy" sizes="(max-width: 479px) 86vw, (max-width: 767px) 43vw, (max-width: 991px) 44vw, 28vw" srcset="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a44a56a77c3475222a8d_6525256482c9e9a06c7a9d3c%252F65aac29ca21c7383d1af80a6_Freshwater-Dashboard-Importance-of-UI-UX-for-R-Shiny-p-500.webp 500w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a44a56a77c3475222a8d_6525256482c9e9a06c7a9d3c%252F65aac29ca21c7383d1af80a6_Freshwater-Dashboard-Importance-of-UI-UX-for-R-Shiny-p-800.webp 800w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a44a56a77c3475222a8d_6525256482c9e9a06c7a9d3c%252F65aac29ca21c7383d1af80a6_Freshwater-Dashboard-Importance-of-UI-UX-for-R-Shiny-p-1080.webp 1080w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a44a56a77c3475222a8d_6525256482c9e9a06c7a9d3c%252F65aac29ca21c7383d1af80a6_Freshwater-Dashboard-Importance-of-UI-UX-for-R-Shiny-p-1600.webp 1600w, https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a44a56a77c3475222a8d_6525256482c9e9a06c7a9d3c%252F65aac29ca21c7383d1af80a6_Freshwater-Dashboard-Importance-of-UI-UX-for-R-Shiny.webp 1921w" class="blog_item-image"/><div class="spacer-xsmall"></div><div class="w-layout-vflex blog-item-content"><h5 fs-cmsfilter-field="name" fs-cmssort-field="name" class="blog-item-header">Freshwater Dashboard - Importance of UI/UX for R Shiny Applications</h5><div class="spacer-xsmall"></div><div class="text-size-small">Discover the power of interactive data and the importance of UI/UX in Shiny</div></div></a><a href="/author/harsh" class="link-block_no-style w-inline-block"><div class="blog_authors_wrapper"><img alt="" loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65a0123f7d24cd88744b5048_Artboard29_13.webp" class="blog-author-avatar shadow-medium"/><div><div fs-cmsfilter-field="tag" class="blog-authors-text">Harsh Verma</div><div class="text-size-tiny">September 26, 2023</div></div></div></a></div></div><div role="listitem" class="blog-cms-item w-dyn-item"><a href="/post/air-quality-vs-respiratory-diseases" class="fs_nest_link_block w-inline-block"></a><div data-w-id="009f2b0b-7adf-f5f2-0bbd-64c5dc77d25a" class="blog-item"><a href="/post/air-quality-vs-respiratory-diseases" class="link-block-no-styles w-inline-block"><img alt="Air Quality VS Respiratory Diseases Dashboard: Shiny as a Powerful Tool for Data-Driven Insights" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a57ae84834402628354a_6525256482c9e9a06c7a9d3c%252F65aac2a11a041b33e23a1e16_Respiratory-Disease-and-Air-Quality-R-Shiny-Dashboard-Health-Analytics.webp" loading="lazy" class="blog_item-image"/><div class="spacer-xsmall"></div><div class="w-layout-vflex blog-item-content"><h5 fs-cmsfilter-field="name" fs-cmssort-field="name" class="blog-item-header">Air Quality VS Respiratory Diseases Dashboard: Shiny as a Powerful Tool for Data-Driven Insights</h5><div class="spacer-xsmall"></div><div class="text-size-small">Is your health correlated to your quality of air? See what the data says with Shiny:</div></div></a><a href="/author/janith" class="link-block_no-style w-inline-block"><div class="blog_authors_wrapper"><img alt="" loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65e601f8c4b5146685443a9d_Screenshot%202024-03-04%20at%2019.16.31.png" class="blog-author-avatar shadow-medium"/><div><div fs-cmsfilter-field="tag" class="blog-authors-text">Janith Wanniarachchi</div><div class="text-size-tiny">July 4, 2023</div></div></div></a></div></div><div role="listitem" class="blog-cms-item w-dyn-item"><a href="/post/visualizing-fresh-water-resources-data" class="fs_nest_link_block w-inline-block"></a><div data-w-id="009f2b0b-7adf-f5f2-0bbd-64c5dc77d25a" class="blog-item"><a href="/post/visualizing-fresh-water-resources-data" class="link-block-no-styles w-inline-block"><img alt="Data4Good Explores Visualizing Freshwater Resources on a Global Scale" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a57df4d553fb699e87d4_6525256482c9e9a06c7a9d3c%252F65aac2a2a8ea98f6c208a068_Data4Good-Fresh-Water-Resources-Dashboard-R-Shiny-Data-Science.webp" loading="lazy" class="blog_item-image"/><div class="spacer-xsmall"></div><div class="w-layout-vflex blog-item-content"><h5 fs-cmsfilter-field="name" fs-cmssort-field="name" class="blog-item-header">Data4Good Explores Visualizing Freshwater Resources on a Global Scale</h5><div class="spacer-xsmall"></div><div class="text-size-small">See how Data4Good's projects can create real-world impacts for policy and conservation with dashboards and databases.</div></div></a><a href="/author/marundu" class="link-block_no-style w-inline-block"><div class="blog_authors_wrapper"><img alt="" loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65e601089e29b0b4036a43fd_Screenshot%202024-03-04%20at%2019.12.31.png" class="blog-author-avatar shadow-medium"/><div><div fs-cmsfilter-field="tag" class="blog-authors-text">Marundu Muturi</div><div class="text-size-tiny">June 19, 2023</div></div></div></a></div></div><div role="listitem" class="blog-cms-item w-dyn-item"><a href="/post/five-minutes-with-filip-stachura-ceo-of-appsilon" class="fs_nest_link_block w-inline-block"></a><div data-w-id="009f2b0b-7adf-f5f2-0bbd-64c5dc77d25a" class="blog-item"><a href="/post/five-minutes-with-filip-stachura-ceo-of-appsilon" class="link-block-no-styles w-inline-block"><img alt="Five Minutes With... Filip Stachura, CEO of Appsilon" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65b2a5801b2822617283b439_6525256482c9e9a06c7a9d3c%252F65aac2a287dac4e92d1859b4_Filip_Blog_Herotile.webp" loading="lazy" class="blog_item-image"/><div class="spacer-xsmall"></div><div class="w-layout-vflex blog-item-content"><h5 fs-cmsfilter-field="name" fs-cmssort-field="name" class="blog-item-header">Five Minutes With... Filip Stachura, CEO of Appsilon</h5><div class="spacer-xsmall"></div><div class="text-size-small">Appsilon, a company founded by a group of friends, was inspired by the desire to spend their working lives pursuing their passions and collaborating with like-minded individuals.</div></div></a><a href="/author/appsilon-team" class="link-block_no-style w-inline-block"><div class="blog_authors_wrapper"><img alt="" loading="lazy" src="https://cdn.prod.website-files.com/654fd3ad88635290d9845b9e/65a011da2a1345aa9364c847_Appsilon_team.webp" class="blog-author-avatar shadow-medium"/><div><div fs-cmsfilter-field="tag" class="blog-authors-text">Appsilon Team</div><div class="text-size-tiny">May 25, 2023</div></div></div></a></div></div></div></div></div></div></div></div></section><article id="contact" class="section_contact"><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">Contact Form</div><div class="spacer-xsmall"></div><div class="w-layout-grid contact5_component"><div class="contact5_content"><div class="contact5_heading-wrapper"><h2>Consult with Our Experts for Custom Solutions</h2><div class="spacer-small-9"></div><div class="w-layout-hflex contact-avatar-wapper"><div class="w-layout-hflex _4-avatars-wrapper"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745f0550505d0aac9c76772_Sales_Avatars.webp" loading="lazy" sizes="100vw" srcset="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745f0550505d0aac9c76772_Sales_Avatars-p-500.webp 500w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745f0550505d0aac9c76772_Sales_Avatars-p-800.webp 800w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745f0550505d0aac9c76772_Sales_Avatars-p-1080.webp 1080w, https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6745f0550505d0aac9c76772_Sales_Avatars.webp 1194w" alt="Appsilon Experts" class="contact_image_avatar"/><div class="w-layout-vflex flexbox-h"><div class="text-size-small text-color-body">Get in touch<br/>with Appsilon Experts</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="65fad590f3d052ee3690068e" 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! I would like to..." id="Message-5"></textarea></div><label id="w-node-fdc77eae-3a0e-b120-528b-476fd92629a5-d9262977" class="w-checkbox"><input type="checkbox" name="checkbox-2" id="checkbox-2" data-name="Checkbox 2" required="" data-wfhsfieldname="FormCheckboxWrapper-5" class="w-checkbox-input form_checkbox"/><span class="text-size-tiny padding-left w-form-label" for="checkbox-2">By completing the form, I agree to receive commercial information by email from Appsilon. I can withdraw my consent at any time.</span></label><div><input type="submit" data-wait="Please wait..." class="button w-button" value="Send Message"/></div><input type="hidden" name="hutk" value=""/><input type="hidden" name="pageName" value=""/><input type="hidden" name="pageUri" value=""/><input type="hidden" name="_company" value=""/><div class="html-embed-2 w-embed w-script"><script> document.addEventListener("DOMContentLoaded", function() { // Capture the hutk cookie value var hutk = document.cookie.replace(/(?:(?:^|.*;\s*)hubspotutk\s*\=\s*([^;]*).*$)|^.*$/, "$1"); // Set the hutk field value var hutkField = document.querySelector('input[name="hutk"]'); if (hutkField) hutkField.value = hutk; // Set the pageName field value var pageNameField = document.querySelector('input[name="pageName"]'); if (pageNameField) pageNameField.value = document.title; // Or set your custom page name // Set the pageUri field value var pageUriField = document.querySelector('input[name="pageUri"]'); if (pageUriField) pageUriField.value = window.location.pathname; }); </script></div><input type="hidden" name="ipAddress" value=""/><input type="hidden" name="pageId" value=""/></form><div class="w-form-done"><div>Thank you! Your submission has been received!</div></div><div class="w-form-fail"><div>Oops! Something went wrong while submitting the form.</div></div></div></div></div></div></div></div><div class="overlay_noise"></div></section></article><section id="Resources" class="section_explore"><section class="section_cta_bottom"><div class="overlay_noise"></div><div class="padding-global"><div class="container-large"><div class="padding-section-large"><div class="w-layout-grid layout253_component_inverted_1"><div class="layout253_content"><div class="max-width-medium"><div class="animation-fade-right"><div class="is-txt-label">Explore Possibilities</div></div><div class="spacer-small-9"></div><div class="animation-fade-right"><h2 class="heading-24"><strong>Share Your Data Goals with Us</strong></h2></div><div class="spacer-small-9"></div><div class="animation-fade-right"><p class="text-size-medium text-color-offwhite-dark-mode">From advanced analytics to platform development and pharma consulting, we craft solutions tailored to your needs.</p></div><div class="spacer-medium-8"></div><a href="/contact-us" class="button w-button">Talk to our Experts</a></div></div></div></div></div></div></section></section><footer class="footer"><div class="w-layout-blockcontainer container-large w-container"><div id="w-node-_5ce768b3-13ba-8ca2-9f8a-e367287fb3ac-287fb3aa" class="w-layout-layout footer_grid wf-layout-layout"><div id="w-node-_5ce768b3-13ba-8ca2-9f8a-e367287fb3ad-287fb3aa" class="w-layout-cell"><div class="navbar-brand"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/6539655f4ca172cfc5deaad8_Appsilon_logo.svg" loading="lazy" width="127" height="51" alt="" class="is-logo-appsilon"/></div></div><div id="w-node-_5ce768b3-13ba-8ca2-9f8a-e367287fb3d1-287fb3aa" class="w-layout-cell"><div class="footer_content-wrap"><div class="is-txt-medium is-txt-bold"><strong>Company</strong></div><div class="footer-links"><a href="/data-for-good" aria-current="page" class="footer_link is-txt-small is-txt-navy-60 w--current">Data4Good</a><a href="/ai-research" class="footer_link is-txt-small is-txt-navy-60">AI and Research</a><a href="/blog" class="footer_link is-txt-small is-txt-navy-60">Blog</a><a href="/careers" class="footer_link is-txt-small is-txt-navy-60">Careers</a><a href="/privacy-policy" class="footer_link is-txt-small is-txt-navy-60">Privacy Policy</a><a href="/code-of-conduct" class="footer_link is-txt-small is-txt-navy-60">Code of Conduct</a></div></div></div><div id="w-node-_5ce768b3-13ba-8ca2-9f8a-e367287fb3de-287fb3aa" class="w-layout-cell"><div class="footer_content-wrap"><div class="is-txt-medium is-txt-bold"><strong>Shiny Resources</strong></div><div class="footer-links"><div class="footer-links"><a href="https://shinyconf.appsilon.com/" class="footer_link is-txt-small is-txt-navy-60">Shiny Conference</a><a href="/shiny-demo-gallery" class="footer_link is-txt-small is-txt-navy-60">Demo Gallery </a><a href="/resources/collection" class="footer_link is-txt-small is-txt-navy-60">Shiny Templates</a><a href="/rhinoverse" class="footer_link is-txt-small is-txt-navy-60">Shiny Tools</a><a href="https://github.com/Appsilon/" class="footer_link is-txt-small is-txt-navy-60">Appsilon's GitHub</a></div></div></div></div><div id="w-node-_5ce768b3-13ba-8ca2-9f8a-e367287fb3ee-287fb3aa" class="w-layout-cell"><div class="footer_content-wrap"><div class="is-txt-medium is-txt-bold"><strong>Partnerships</strong></div><div class="footer-links"><div class="footer-links"><a href="/posit-certified-partner" class="footer_link is-txt-small is-txt-navy-60">Posit (formerly RStudio)</a><a href="https://www.dominodatalab.com/partners" class="footer_link is-txt-small is-txt-navy-60">Domino Data Lab</a><a href="https://www.r-bloggers.com/" class="footer_link is-txt-small is-txt-navy-60">R-Bloggers</a><a href="https://python-bloggers.com/" class="footer_link is-txt-small is-txt-navy-60">Python-Bloggers</a></div></div></div></div></div><div class="is-margin-t-24"><div class="copyright"><div class="is-horizontal-wrap"><a href="https://appsilon.com/privacy-policy/" class="is-txt-xsmall is-txt-navy-60">Privacy Policy</a><a href="https://appsilon.com/code-of-conduct/" class="is-txt-xsmall is-txt-navy-60">Code of Conduct</a></div><div class="is-txt-xsmall is-txt-navy-60">Copyrights © appsilon.com All rights reserved.</div><div class="copmany_inforamtion"><div><div class="is-txt-small is-txt-navy-60"><strong>PL: </strong>Appsilon Sp. z o.o.</div><div class="is-txt-small is-txt-navy-60"><strong>VAT ID:</strong> PL5252569920</div></div><div class="is-txt-small is-txt-navy-60">ul. Chmielna 2/31 <br/>00-020 Warszawa</div><div class="is-txt-small is-txt-navy-60">hello@appsilon.com</div></div><div id="w-node-c5bc1998-377b-c9f0-b901-373cf389bede-287fb3aa" class="w-layout-layout quick-stack-3 wf-layout-layout"><div class="w-layout-cell"><a href="https://www.youtube.com/channel/UC6LqpR5qBfNlQp5mVIVsthA" target="_blank" class="w-inline-block"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/652561c667346b69289ea965_Youtube.svg" loading="lazy" alt="" class="sm_icon"/></a></div><div class="w-layout-cell"><a href="https://github.com/Appsilon/" target="_blank" class="w-inline-block"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/652561c667346b69289ea969_GitHub.svg" loading="lazy" alt="" class="sm_icon"/></a></div><div class="w-layout-cell"><a href="https://www.linkedin.com/company/appsilon" target="_blank" class="w-inline-block"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/652561c667346b69289ea968_LinkedIn.svg" loading="lazy" alt="" class="sm_icon"/></a></div><div class="w-layout-cell"><a href="https://twitter.com/appsilon" target="_blank" class="w-inline-block"><div class="code-embed-2 w-embed"><svg width="100%" height="100%" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M17.1761 4H19.9362L13.9061 10.7774L21 20H15.4456L11.0951 14.4066L6.11723 20H3.35544L9.80517 12.7508L3 4H8.69545L12.6279 9.11262L17.1761 4ZM16.2073 18.3754H17.7368L7.86441 5.53928H6.2232L16.2073 18.3754Z" fill="CurrentColor"/> </svg></div></a></div><div class="w-layout-cell"><a href="https://www.facebook.com/appsilondatascience/" class="w-inline-block"><img src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/652561c667346b69289ea966_Facebook.svg" loading="lazy" alt="" class="sm_icon"/></a></div><div class="w-layout-cell"><a href="https://bsky.app/profile/appsilon.bsky.social" class="w-inline-block"><div class="icon-1x1-small w-embed"><svg width="28" height="28" viewBox="0 0 95 85" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M47.466 38.5019C43.8802 31.475 34.1536 18.3499 25.0994 11.8902C16.4261 5.70202 13.1093 6.76734 10.9583 7.76474C8.44826 8.92078 8 12.8195 8 15.109C8 17.3985 9.23262 33.9233 10.0619 36.6662C12.7513 45.7785 22.2762 48.8612 31.061 47.8638C31.5093 47.7958 31.9575 47.7278 32.4282 47.6825C31.9799 47.7505 31.5093 47.8185 31.061 47.8638C18.1969 49.7906 6.74526 54.528 21.7602 71.4158C38.255 88.6885 44.3734 67.721 47.5116 57.0677C50.6492 67.6988 54.2575 87.9184 72.9484 71.4158C87.0009 57.0677 76.8032 49.7911 63.939 47.8638C63.4907 47.8185 63.0201 47.7505 62.5718 47.6825C63.0425 47.7505 63.4907 47.7958 63.939 47.8638C72.7242 48.8612 82.2711 45.7784 84.9381 36.6662C85.7449 33.9007 87 17.3986 87 15.109C87 12.8194 86.5518 8.92085 84.0417 7.76474C81.8678 6.76738 78.5732 5.70202 69.9006 11.8902C60.7792 18.373 51.0522 31.4746 47.4672 38.5019H47.466Z" fill="#5E717F"/> </svg></div></a></div></div></div></div></div></footer></div><script src="https://d3e54v103j8qbb.cloudfront.net/js/jquery-3.5.1.min.dc5e7f18c8.js?site=6525256482c9e9a06c7a9d3c" type="text/javascript" integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin="anonymous"></script><script src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/js/webflow.schunk.b7cad701f94860c2.js" type="text/javascript"></script><script src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/js/webflow.schunk.77e56b3921ff5255.js" type="text/javascript"></script><script src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c/js/webflow.ff7cb7ed.25457bef89c8fe83.js" type="text/javascript"></script><script src="https://js.usebasin.com/v2.0.3.min.js" async></script> <script src="https://www.google.com/recaptcha/api.js?render=6Les66kUAAAAANyLrgkl7iuN4JUpNlB5upaMovI4"></script>  <script type="text/javascript" id="hs-script-loader" async defer src="//js.hs-scripts.com/4645024.js"></script>  <script> function fetchAndDisplayGists() { document.querySelectorAll('script[src^="https://gist.github.com/"]').forEach(script => { const gistId = script.src.split('/').pop().replace('.js', ''); fetch('https://api.github.com/gists/' + gistId) .then(response => response.json()) .then(data => { const content = data.files[Object.keys(data.files)[0]].content; const container = document.createElement('div'); container.classList.add('gist-content'); container.setAttribute('data-gist-id', gistId); container.innerHTML = '<pre><code>' + content + '</code></pre>'; script.outerHTML = container.outerHTML; }) .catch(error => console.error('Error fetching gist:', error)); }); } fetchAndDisplayGists(); </script> <style> .grecaptcha-badge { visibility: hidden !important; } </style> <script src="https://hubspotonwebflow.com/assets/js/form-124.js" type="text/javascript" integrity="sha384-bjyNIOqAKScdeQ3THsDZLGagNN56B4X2Auu9YZIGu+tA/PlggMk4jbWruG/P6zYj" crossorigin="anonymous"></script><script src="https://cdn.prod.website-files.com/6525256482c9e9a06c7a9d3c%2F6470f5217e03b0faa8a404de%2F652954d0206d2232bbeb785f%2Fhs_trackcode_4645024-1.0.6.js" type="text/javascript"></script></body></html>