JFrog for ML model development and AI component use

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</li> <li class="mobile-nav-main-item showMobileSubMenu"> <div class="label-wrapper d-flex justify-content-between align-items-center has-sub-menu"> <span class="label mobile-menu-item-title">Partners</span> <i class="fa fa-chevron-down green" aria-hidden="true"></i> </div> <div class="mobile-nav-main-sub-menu mobile-nav-main-sub-menu-97430" > <ul class="mobile-main-nav-sub-menu-cols-list"> <li class="mobile-main-nav-sub-menu-col-item "> <ul class="mobile-main-nav-sub-menu-items-list" style=""> <li class="mobile-main-nav-sub-menu-list-item"> <a href="https://jfrog.com/partners/" class="" > <div class="label green">Discover Our Partner Ecosystem</div> </a> </li> <li class="mobile-main-nav-sub-menu-list-item"> <a href="https://partnerfinder.jfrog.com/" class="" rel="noopener noreferrer" target="_blank" > <div class="label green">Find a JFrog Partner</div> </a> </li> <li class="mobile-main-nav-sub-menu-list-item"> <a href="https://jfrog.com/integrations/" class="" > <div class="label 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muted preload="metadata" poster=""> <source src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143631/2024-Concept_STH_1920X750.mp4" type="video/mp4"> Your browser does not support the video tag. </video> </div> <div class="col-xl-7 text-white hero-text pt-5 pt-md-0"> <h1 class="ff_os fs48 font-weight-bold mb-3 mb-md-2"><span class="green">JFrog for MLSecOps</span></h1> <div class="fs22 text subtitle mb-1"><span class="bold">Manage, Secure, and Deliver Trusted AI/ML Components</span></div> <div class="fs22 mt-3 text">Unify MLOps and DevSecOps to bring AI/ML into<br class="d-md-block d-none" /> your software supply chain confidently.</div> <a class="btn-tt btn-green-bck btn-full-green-active br-3 text-center py-2 py-xl-3 font-weight-bold mt-4 mt-xl-5 d-inline-block " href="https://jfrog.com/mlsecops/schedule-a-demo/" target="_self" data-gac="UI Elements" data-gaa="CTA Links" data-gal="BOOK A DEMO | https://jfrog.com/mlsecops/schedule-a-demo/"> <span class="fs18">Book a Demo</span><i class="fa fa-chevron-right fs14" aria-hidden="true"></i> </a> </div> </div> </div> <div class="d-md-none vid-mob h-mob"> <video loop preload="metadata" muted playsinline poster=""> <source src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143745/2024-Concept_STH_2000X2000-1-1.mp4" type="video/mp4"> Your browser does not support the video tag. </video> </div> </div> </div> </div> <section class="white-bg text-center section-content simple-banner "> <div class="container"> <div class="row justify-content-center"> <div class="col-12"> <div class="devops-wi-block "> <div> <p class="fs28 fs20 mb-0"> Organizations today have benefited from mature DevSecOps practices to achieve trusted software supply chains. However, when it comes to MLSecOps, technology leaders face issues identifying AI components in software in addition to ensuring ML model security, version control, rollback, and governance. <br/><br/> Overcome these challenges and accelerate your AI/ML initiatives by bringing mature DevOps and Security practices to your AI pipelines. The JFrog Platform - integrated with leading ML model hubs and development platforms - offers a comprehensive solution for securing and managing the versioned AI/ML models, software packages, data, and dependencies as a single entity, alongside all the other artifacts that make up your applications. </p> </div> </div> </div> </div> </div> </section> <div class="tcs dark xray-advanced-security tab-content-icons" style=""> <div class="container"> <h2 class="ff_os fs40 bold text-capitalize"><span class="darkgray fs40">All Your AI/ML Components,</span><br class="d-block d-lg-none"/> <span class="green fs40">Secured in One Place</span></h2> <div class="ff_os fs24 subtitle m-md-auto bold green" style="max-width:unset;"><span class="fs20">Create a common hub between Data Scientists, Developers, and DevSecOps teams with a single source of truth for<br class="d-none d-lg-block" /> versioned, approved, and production-ready AI/ML assets.</span></div> <div class="d-none d-md-block pt-5"> <div 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src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2084%2074'%3E%3C/svg%3E" height="74" width="84" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/06174421/hidden-ai.svg"/><noscript><img src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/06174421/hidden-ai.svg" height="74" width="84" alt=""/></noscript> </div> <div class="fs16 icon-heading ff_os font-weight-bold position-relative mt-4 text-center p-0"> <span class='fs16 bold lh1_25 d-block'>Identify <br/>Hidden AI</span> <span class='fs13'>Discover where AI/ML may be hiding in components and applications to map and control the usage of AI across your software supply chain.</span> </div> </div> </div> <div class="col-4 col-lg-2 mb-3 mb-lg-0 nav-item " data-toggle="tab" id="<span-class='fs16-bold-lh1_25-d-block'>block-harmful<br->-ai-components<-span>-<span-class='fs13'>detect-and-prevent-malicious,-vulnerable,-and-non-compliant-ml-packages-from-being-used-in-your-organization-with-automated-policies.<-span>-tab" role="tab" data-target="#tcs-content-advanced-1" data-gac="UI Elements" data-gaa="CTA Buttons" data-gal="<span class='fs16 bold lh1_25 d-block'>Block Harmful<br/> AI Components</span> <span class='fs13'>Detect and prevent malicious, vulnerable, and non-compliant ML packages from being used in your organization with automated policies.</span>"> <div class="tab-container tab-video-container br-3 d-flex align-items-center justify-content-center flex-column overflow-hidden position-relative"> <div class="img-container-div"> <img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2089%2074'%3E%3C/svg%3E" height="74" width="89" alt="Block Unapproved AI Components" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144231/AI-Components.svg"/><noscript><img src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144231/AI-Components.svg" height="74" width="89" alt="Block Unapproved AI Components"/></noscript> </div> <div class="fs16 icon-heading ff_os font-weight-bold position-relative mt-4 text-center p-0"> <span class='fs16 bold lh1_25 d-block'>Block Harmful<br/> AI Components</span> <span class='fs13'>Detect and prevent malicious, vulnerable, and non-compliant ML packages from being used in your organization with automated policies.</span> </div> </div> </div> <div class="col-4 col-lg-2 mb-3 mb-lg-0 nav-item " data-toggle="tab" id="<span-class='fs16-bold-lh1_25-d-block'>manage-model-artifacts-comprehensively<-span>-<span-class='fs13'>manage-all-the-artifacts-and-data-that-make-up-a-model-as-a-single-entity-alongside-the-components-needed-for-it-to-run-in-production<-span>-tab" role="tab" data-target="#tcs-content-advanced-2" data-gac="UI Elements" data-gaa="CTA Buttons" data-gal="<span class='fs16 bold lh1_25 d-block'>Manage Model Artifacts Comprehensively</span> <span class='fs13'>Manage all the artifacts and data that make up a model as a single entity alongside the components needed for it to run in production</span>"> <div class="tab-container tab-video-container br-3 d-flex align-items-center justify-content-center flex-column overflow-hidden position-relative"> <div class="img-container-div"> <img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2079'%3E%3C/svg%3E" height="79" width="80" alt="ML Model Artifact Management" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144228/Benefit1.svg"/><noscript><img src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144228/Benefit1.svg" height="79" width="80" alt="ML Model Artifact Management"/></noscript> </div> <div class="fs16 icon-heading ff_os font-weight-bold position-relative mt-4 text-center p-0"> <span class='fs16 bold lh1_25 d-block'>Manage Model Artifacts Comprehensively</span> <span class='fs13'>Manage all the artifacts and data that make up a model as a single entity alongside the components needed for it to run in production</span> </div> </div> </div> <div class="col-4 col-lg-2 mb-3 mb-lg-0 nav-item " data-toggle="tab" 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data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144224/Components-Ease.svg"/><noscript><img src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144224/Components-Ease.svg" height="78" width="76" alt="Operationalize ML Components"/></noscript> </div> <div class="fs16 icon-heading ff_os font-weight-bold position-relative mt-4 text-center p-0"> <span class='fs16 bold lh1_25 d-block'>Operationalize AI/ML<br/> Components with Ease</span> <span class='fs13'>Ensure the right model versions are used at the right place and the right time with greater traceability and governance across the SDLC</span> </div> </div> </div> </div> <div class="tab-content pt-3"> <div class="text-center tab-pane fade show active" id="tcs-content-advanced-0" aria-labelledby="-tab" role="tabpanel"> <div class="inner-content"> <p class="fs18 fbmob dark mt-3"></p> </div> </div> <div class="text-center tab-pane fade " id="tcs-content-advanced-1" aria-labelledby="-tab" role="tabpanel"> <div class="inner-content"> <p class="fs18 fbmob dark mt-3"></p> </div> </div> <div class="text-center tab-pane fade " id="tcs-content-advanced-2" aria-labelledby="-tab" role="tabpanel"> <div class="inner-content"> <p class="fs18 fbmob dark mt-3"></p> </div> </div> <div class="text-center tab-pane fade " id="tcs-content-advanced-3" aria-labelledby="-tab" role="tabpanel"> <div class="inner-content"> <p class="fs18 fbmob dark mt-3"></p> </div> </div> </div> </div> <div class="d-md-none mob-des px-2 pt-4"> <div class="text-center content" id=""> <div class="img-container gap-1 d-flex align-items-center justify-content-start mb-3"> <img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2084%2074'%3E%3C/svg%3E" height="74" width="84" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/06174421/hidden-ai.svg"/><noscript><img src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/06174421/hidden-ai.svg" height="74" width="84" alt=""/></noscript> <h3 class="fs18 fbmob ff_os font-weight-bold mb-3 text-left"><span class='fs16 bold lh1_25 d-block'>Identify <br/>Hidden AI</span> <span class='fs13'>Discover where AI/ML may be hiding in components and applications to map and control the usage of AI across your software supply chain.</span></h3> </div> <div class="fs14 bold text-left mb-1 mobile-title-text"></div> <p class="fs14 fbmob dark text-left"></p> </div> <div class="text-center content" id=""> <div class="img-container gap-1 d-flex align-items-center justify-content-start mb-3"> <img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2089%2074'%3E%3C/svg%3E" height="74" width="89" alt="Block Unapproved AI Components" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144231/AI-Components.svg"/><noscript><img src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144231/AI-Components.svg" height="74" width="89" alt="Block Unapproved AI Components"/></noscript> <h3 class="fs18 fbmob ff_os font-weight-bold mb-3 text-left"><span class='fs16 bold lh1_25 d-block'>Block Harmful<br/> AI Components</span> <span class='fs13'>Detect and prevent malicious, vulnerable, and non-compliant ML packages from being used in your organization with automated policies.</span></h3> </div> <div class="fs14 bold text-left mb-1 mobile-title-text"></div> <p class="fs14 fbmob dark text-left"></p> </div> <div class="text-center content" id=""> <div class="img-container gap-1 d-flex align-items-center justify-content-start mb-3"> <img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2079'%3E%3C/svg%3E" height="79" width="80" alt="ML Model Artifact Management" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144228/Benefit1.svg"/><noscript><img src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144228/Benefit1.svg" height="79" width="80" alt="ML Model Artifact Management"/></noscript> <h3 class="fs18 fbmob ff_os font-weight-bold mb-3 text-left"><span class='fs16 bold lh1_25 d-block'>Manage Model Artifacts Comprehensively</span> <span class='fs13'>Manage all the artifacts and data that make up a model as a single entity alongside the components needed for it to run in production</span></h3> </div> <div class="fs14 bold text-left mb-1 mobile-title-text"></div> <p class="fs14 fbmob dark text-left"></p> </div> <div class="text-center content" id=""> <div class="img-container gap-1 d-flex align-items-center justify-content-start mb-3"> <img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2076%2078'%3E%3C/svg%3E" height="78" width="76" alt="Operationalize ML Components" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144224/Components-Ease.svg"/><noscript><img src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144224/Components-Ease.svg" height="78" width="76" alt="Operationalize ML Components"/></noscript> <h3 class="fs18 fbmob ff_os font-weight-bold mb-3 text-left"><span class='fs16 bold lh1_25 d-block'>Operationalize AI/ML<br/> Components with Ease</span> <span class='fs13'>Ensure the right model versions are used at the right place and the right time with greater traceability and governance across the SDLC</span></h3> </div> <div class="fs14 bold text-left mb-1 mobile-title-text"></div> <p class="fs14 fbmob dark text-left"></p> </div> </div> </div> </div> <div class="round-slick-slider"> <div class="container"> <div class="row justify-content-center"> <div class="col-11 col-lg-6"> <div class="round-slider-title"> <div class="green main-title fs40 bold text-left">Your Smart, Secure, Governed<br class="d-none d-md-block" /> Model Registry</div> <div class="sub-description text-white fs20 lh1_5">More than a box to hold model files, JFrog provides advanced functionality needed to take proprietary and third-party components from AI/ML model development through to release.</div> </div> <div class="modalSlider d-none d-lg-block"> <div class="round-slider-item"> <ul> <li>Advanced model versioning that works for all stakeholders</li> <li>Access controls and distribution gets models where needed</li> <li>Remote model hosting for assured access to essential models</li> </ul> </div> <div class="round-slider-item"> <ul> <li>Model release bundling for trusted releases</li> <li>Ecosystem integrations that control model development inputs and outputs</li> <li>Trace AI/ML components across the SDLC</li> </ul> </div> <div class="round-slider-item"> <ul> <li>Malicious model detection and blocking</li> <li>Model vulnerability and license scanning</li> <li>Automated security and compliance policy enforcement</li> </ul> </div> </div> </div> <div class="col-11 col-lg-6"> <div class="round-pagination text-center"> <button class="round cursor-pointer round-1 slick-active"> <p class="fs20 bold text-white"><span class="green fs20 d-block">Model</span> REGISTRY</p> </button> <button class="round cursor-pointer round-2 "> <p class="fs20 bold text-white"><span class="green fs20 d-block">Model</span> GOVERNANCE</p> </button> <button class="round cursor-pointer round-3 "> <p class="fs20 bold text-white"><span class="green fs20 d-block">Model</span> SECURITY</p> </button> </div> </div> <div class="col-11 d-lg-none"> <div class="modalSlider"> <div class="round-slider-item"> <ul> <li>Advanced model versioning that works for all stakeholders</li> <li>Access controls and distribution gets models where needed</li> <li>Remote model hosting for assured access to essential models</li> </ul> </div> <div class="round-slider-item"> <ul> <li>Model release bundling for trusted releases</li> <li>Ecosystem integrations that control model development inputs and outputs</li> <li>Trace AI/ML components across the SDLC</li> </ul> </div> <div class="round-slider-item"> <ul> <li>Malicious model detection and blocking</li> <li>Model vulnerability and license scanning</li> <li>Automated security and compliance policy enforcement</li> </ul> </div> </div> </div> </div> <div class="nav-pagination text-center"> <button class="dot p-0 slick-active">1</button> <button class="dot p-0 ">2</button> <button class="dot p-0 ">3</button> </div> </div> </div> <section class="title-text-boxes-repeater text-center" style="background-color: #F7F8F8"> <div class="container"> <div class="row"> <div class="col-md-12"> <h2 class="ff_os fs40 lh1_25 bold mb-4"><span class="green">Bring Trusted Models to Production,</span> Fast</h2> <p class="fs20">JFrog provides all the tools needed to deliver Al applications. Your Al developers<br class="d-none d-lg-block"> benefit from an opinionated, simplified solution that makes it easy to build a model<br class="d-none d-lg-block"> and bring it into production in a trusted way.</p> <a href="https://jfrog.com/mlops/" target="_self" class="btn btn-arrow-fa bold min-w-200 fs16 br-3 text-capitalize green inline" data-gac="UI Elements" data-gaa="CTA Buttons" data-gal="Learn More" > <span class="txt">Learn More</span> </a> <div class="boxes d-flex justify-content-center flex-wrap text-left"> <div class="item border d-flex justify-content-start align-items-center" style="background-color: #F2FBF2"> <img width="48" height="48" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2048%2048'%3E%3C/svg%3E" class="img-fluid" alt="" decoding="async" data-lazy-src="https://media.jfrog.com/wp-content/uploads/2024/06/25153400/icon-model-registry.svg" /><noscript><img width="48" height="48" src="https://media.jfrog.com/wp-content/uploads/2024/06/25153400/icon-model-registry.svg" class="img-fluid" alt="" decoding="async" /></noscript> <p class="ff_os fs18 mb-0">Model Registry</p> </div> <div class="item border d-flex justify-content-start align-items-center" style="background-color: #F2FBF2"> <img width="44" height="43" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2044%2043'%3E%3C/svg%3E" class="img-fluid" alt="" decoding="async" data-lazy-src="https://media.jfrog.com/wp-content/uploads/2024/06/25153412/model-training.svg" /><noscript><img width="44" height="43" src="https://media.jfrog.com/wp-content/uploads/2024/06/25153412/model-training.svg" class="img-fluid" alt="" decoding="async" /></noscript> <p class="ff_os fs18 mb-0">Model Training</p> </div> <div class="item border d-flex justify-content-start align-items-center" style="background-color: #F2FBF2"> <img width="22" height="41" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2022%2041'%3E%3C/svg%3E" class="img-fluid" alt="" decoding="async" data-lazy-src="https://media.jfrog.com/wp-content/uploads/2024/06/25153406/icon-model-serving.svg" /><noscript><img width="22" height="41" src="https://media.jfrog.com/wp-content/uploads/2024/06/25153406/icon-model-serving.svg" class="img-fluid" alt="" decoding="async" /></noscript> <p class="ff_os fs18 mb-0">Model serving</p> </div> <div class="item border d-flex justify-content-start align-items-center" style="background-color: #F2FBF2"> <img width="36" height="34" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2036%2034'%3E%3C/svg%3E" class="img-fluid" alt="" decoding="async" data-lazy-src="https://media.jfrog.com/wp-content/uploads/2024/06/25153403/icon-model-modeling.svg" /><noscript><img width="36" height="34" src="https://media.jfrog.com/wp-content/uploads/2024/06/25153403/icon-model-modeling.svg" class="img-fluid" alt="" decoding="async" /></noscript> <p class="ff_os fs18 mb-0">Model Monitoring</p> </div> <div class="item border d-flex justify-content-start align-items-center" style="background-color: #F2FBF2"> <img width="36" height="36" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2036%2036'%3E%3C/svg%3E" class="img-fluid" alt="" decoding="async" data-lazy-src="https://media.jfrog.com/wp-content/uploads/2024/06/25153357/icon-features-store.svg" /><noscript><img width="36" height="36" src="https://media.jfrog.com/wp-content/uploads/2024/06/25153357/icon-features-store.svg" class="img-fluid" alt="" decoding="async" /></noscript> <p class="ff_os fs18 mb-0">Feature Store</p> </div> <div class="item border d-flex justify-content-start align-items-center" style="background-color: #F2FBF2"> <img width="47" height="44" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2047%2044'%3E%3C/svg%3E" class="img-fluid" alt="" decoding="async" data-lazy-src="https://media.jfrog.com/wp-content/uploads/2024/06/25153409/icon-vector-store.svg" /><noscript><img width="47" height="44" src="https://media.jfrog.com/wp-content/uploads/2024/06/25153409/icon-vector-store.svg" class="img-fluid" alt="" decoding="async" /></noscript> <p class="ff_os fs18 mb-0">Vector Store</p> </div> <div class="item border d-flex justify-content-start align-items-center" style="background-color: #F2FBF2"> <img width="38" height="38" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2038%2038'%3E%3C/svg%3E" class="img-fluid" alt="" decoding="async" data-lazy-src="https://media.jfrog.com/wp-content/uploads/2024/06/25153541/icon-feature-vector-pipeline.svg" /><noscript><img width="38" height="38" src="https://media.jfrog.com/wp-content/uploads/2024/06/25153541/icon-feature-vector-pipeline.svg" class="img-fluid" alt="" decoding="async" /></noscript> <p class="ff_os fs18 mb-0">Feature Vector Pipeline</p> </div> </div> </div> </div> </div> </section> <div class="iatl container"> <div class="row justify-content-xl-between justify-content-center align-items-center"> <div data-bg="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143902/mainimg.svg" class="col-10 col-lg-6 col-xl-auto iatl_img_main_anim mt-2 mt-xl-0 order-1 order-lg-0 rocket-lazyload" id="animated-section" style=""> <div class="iatl_img_anim" style="animation-delay: 0.0s"> <img class="w-100 img-fluid object-fit-contain" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143934/Frame-4-4.svg"/><noscript><img class="w-100 img-fluid object-fit-contain" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143934/Frame-4-4.svg" alt=""/></noscript> </div> <div class="iatl_img_anim" style="animation-delay: 0.6s"> <img class="w-100 img-fluid object-fit-contain" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143928/Frame-4-6.svg"/><noscript><img class="w-100 img-fluid object-fit-contain" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143928/Frame-4-6.svg" alt=""/></noscript> </div> <div class="iatl_img_anim" style="animation-delay: 1.2s"> <img class="w-100 img-fluid object-fit-contain" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144210/Frame-4-10.png"/><noscript><img class="w-100 img-fluid object-fit-contain" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04144210/Frame-4-10.png" alt=""/></noscript> </div> <div class="iatl_img_anim" style="animation-delay: 1.8s"> <img class="w-100 img-fluid object-fit-contain" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143938/Frame-4-3.svg"/><noscript><img class="w-100 img-fluid object-fit-contain" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143938/Frame-4-3.svg" alt=""/></noscript> </div> <div class="iatl_img_anim" style="animation-delay: 2.4s"> <img class="w-100 img-fluid object-fit-contain" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143941/Frame-4-2.svg"/><noscript><img class="w-100 img-fluid object-fit-contain" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143941/Frame-4-2.svg" alt=""/></noscript> </div> <div class="iatl_img_anim" style="animation-delay: 3s"> <img class="w-100 img-fluid object-fit-contain" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143922/Frame-4-9.svg"/><noscript><img class="w-100 img-fluid object-fit-contain" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143922/Frame-4-9.svg" alt=""/></noscript> </div> <div class="iatl_img_anim" style="animation-delay: 3.6s"> <img class="w-100 img-fluid object-fit-contain" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143925/Frame-4-7.svg"/><noscript><img class="w-100 img-fluid object-fit-contain" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143925/Frame-4-7.svg" alt=""/></noscript> </div> <div class="iatl_img_anim" style="animation-delay: 4.2s"> <img class="w-100 img-fluid object-fit-contain" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143931/Frame-4-5.svg"/><noscript><img class="w-100 img-fluid object-fit-contain" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143931/Frame-4-5.svg" alt=""/></noscript> </div> </div> <div class="col-11 col-lg-6"> <div class="fs40 text-center text-lg-left green ffOs font-weight-bold lh1_25 mb-4 "> Where Data Science and DevSecOps meet</div> <div class="fs20 text-center text-lg-left lh1_5 ffOs mb-4"> Bring the right DevSecOps tools and processes to model development while allowing Data Scientists and ML Engineers to work in their preferred spaces. JFrog integrates natively across the AI/ML ecosystem and provides the client side SDKs and CLI to seamlessly integrate into ML model development workflows.</div> <a class="d-none d-lg-inline-flex btn btn-full-green-22 fs16 bold btn-tt py-3 text-transform-none br-3" href="https://jfrog.com/integration/" target="_self" data-gac="UI Elements" data-gaa="CTA Links" data-gal="Explore JFrog Integrations | https://jfrog.com/integration/" >Explore JFrog Integrations</a> </div> <div class="col-auto d-lg-none order-2"> <a class="btn btn-full-green-22 fs16 bold btn-tt py-3 text-transform-none mt-5 br-3" href="https://jfrog.com/integration/" target="_self" data-gac="UI Elements" data-gaa="CTA Links" data-gal="Explore JFrog Integrations | https://jfrog.com/integration/" >Explore JFrog Integrations</a> </div> </div> </div> <div class="container-fluid px-0 connect-with-us"> <div class="container"> <div class="row mx-0"> <h3 role="heading" aria-level="2" class="grid-title text-center w-100"> <span class="green">Guarantee the Right Components</span> <span class="darkgray">are Used Across Teams</span> </h3> <p class="hero-subheading text-center w-100"> Provide Data Science and ML teams with secure Python, C/C++, Images and other software components to use in<br class="d-none d-xl-block" /> model development and a single place to manage training outputs, while making it simple for DevOps and <br class="d-none d-xl-block" />Developers to identify which versions of models to incorporate in production ready assets. </p> <div class="col-12 px-0 mt-5"> <img alt="" width="808" height="207" class="img-fluid d-none d-md-block" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20808%20207'%3E%3C/svg%3E" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143157/des-d.svg" /><noscript><img alt="" width="808" height="207" class="img-fluid d-none d-md-block" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143157/des-d.svg" /></noscript> <img alt="" width="322" height="588" class="img-fluid d-block d-md-none" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20322%20588'%3E%3C/svg%3E" data-lazy-src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143221/mob-d.svg" /><noscript><img alt="" width="322" height="588" class="img-fluid d-block d-md-none" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2024/03/04143221/mob-d.svg" /></noscript> </div> </div> </div> </div> <div class='pricing-faqs pricing-iot-plans'><div class='container'><div class="two-column-faq"> <div class="content-container"> <div> <div class="fs35 font-weight-bold title mb-3"> <span class="green fs40">Benefit from<br class="d-none d-lg-block" /> an Enterprise<br class="d-none d-lg-block" /> Ready Platform</span> </div> <div class="fs16 description"> <a href="https://jfrog.com/software-supply-chain-platform/" data-gaa=" CTA Links" data-gac="UI Elements" data-gal="Explore the JFrog Platform | https://jfrog.com/software-supply-chain-platform/" class="btn btn-full-green-22 fs16 bold btn-tt py-3 text-transform-none mt-3">Explore the JFrog Platform</a> </div> </div> <div class="fs16 accordion"> <div class="q-container"> <div class="font-weight-bold question" data-gac='UI Elements' data-gaa='FAQ' data-gal='True Universality' > <span>True Universality</span> <span class="arrow"> <svg width="19" height="12" viewBox="0 0 19 12" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M1 1.48535L9.48528 9.97063L17.9706 1.48535" stroke-width="2"/> </svg> </span> </div> <div class="answer">Bring the management of AI/ML models alongside your images, PyPI, CRAN, Conda, Conan, and 30+ additional software component types for a unified view of the software you’re building and releasing. Operate in self-hosted data centers, in the cloud, or across multiple public clouds for ultimate flexibility in where and how you build software.</div> </div> <div class="q-container"> <div class="font-weight-bold question" data-gac='UI Elements' data-gaa='FAQ' data-gal='Integrated Security' > <span>Integrated Security</span> <span class="arrow"> <svg width="19" height="12" viewBox="0 0 19 12" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M1 1.48535L9.48528 9.97063L17.9706 1.48535" stroke-width="2"/> </svg> </span> </div> <div class="answer">Protect your applications from hidden scripts and clever malicious behaviors with built-in detection of malicious models and license compliance within your chosen ML Model binaries. Continuous, built-in scanning fortifies your supply chain, blocks risk, and simplifies remediation.</div> </div> <div class="q-container"> <div class="font-weight-bold question" data-gac='UI Elements' data-gaa='FAQ' data-gal='Auditing and Traceability' > <span>Auditing and Traceability</span> <span class="arrow"> <svg width="19" height="12" viewBox="0 0 19 12" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M1 1.48535L9.48528 9.97063L17.9706 1.48535" stroke-width="2"/> </svg> </span> </div> <div class="answer">Control how AI/ML components enter and advance across your organization with greater efficiency. Capture signed evidence of every action taken against immutable releases to get full traceability of every component and see where they’re used across your environments.</div> </div> <div class="q-container"> <div class="font-weight-bold question" data-gac='UI Elements' data-gaa='FAQ' data-gal='Proven Scale' > <span>Proven Scale</span> <span class="arrow"> <svg width="19" height="12" viewBox="0 0 19 12" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M1 1.48535L9.48528 9.97063L17.9706 1.48535" stroke-width="2"/> </svg> </span> </div> <div class="answer">The JFrog Platform is proven to meet the needs of the largest organizations in the world, handling petabytes of data across multiple sites without breaking a sweat. Your mission critical tools, components, and data are available and accessible wherever, whenever needed with trusted enterprise resilience.</div> </div> </div> </div> </div> <div class="fs16 d-lg-none d-flex justify-content-center"> <a href="https://jfrog.com/software-supply-chain-platform/" data-gaa=" CTA Links" data-gac="UI Elements" data-gal="Explore the JFrog Platform | https://jfrog.com/software-supply-chain-platform/" class="btn btn-full-green-22 fs16 bold btn-tt py-3 text-transform-none mt-3">Explore the JFrog Platform</a> </div> </div></div> <div class="greenStripV2 position-relative d-flex align-items-center justify-content-center" > <div class="container"> <h2 class="ff_os fs40 xbold text-white text-center" style="max-width: 1060px;"><span class="lh1_25"><span class="m-0 darkgray">See how the JFrog Platform can help you take control</span><br class="d-lg-none" /> of AI/ML in your software supply chain</span></h2> <div class="buttons-container d-flex justify-content-center 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