Nvidia ai enterprise

NVIDIA LaunchPad provides free access to enterprise NVIDIA hardware and software through an internet browser. Users can experience the power of AI with end-to-end solutions through guided hands-on labs or as a development sandbox. Test, prototype, and deploy your own applications and models against the latest …

Nvidia ai enterprise. The Netherlands Cancer Institute (NKI), one of the world’s top-rated cancer research and treatment centers, is using the NVIDIA AI Enterprise software suite to test AI workloads on higher-precision 3D cancer scans than are commonly used today. NKI’s AI model was previously trained on lower-resolution images. But with the higher memory ...

In today’s fast-paced business environment, organizations face a wide range of risks that can impact their operations and bottom line. To effectively mitigate these risks, it is cr...

The World’s Proven Choice for Enterprise AI. Expand the frontiers of business innovation and optimization with NVIDIA DGX™ H100. Part of the DGX platform , DGX H100 is the AI powerhouse that’s the foundation of NVIDIA DGX SuperPOD™, accelerated by the groundbreaking performance of the NVIDIA H100 Tensor Core GPU.The AI and data science applications and frameworks are distributed as NGC container images through the NVIDIA NGC Enterprise Catalog. Each container image contains the entire user-space software stack that is required to run the application or framework; namely, the CUDA libraries, cuDNN, any required Magnum IO components, …Live From Taipei: NVIDIA CEO Unveils Gen AI Platforms for Every Industry. The COMPUTEX keynote showed new systems, software and services — many powered by Grace Hopper superchips — to harness generative AI, the most transformative technology of our time. May 28, 2023 by Rick Merritt. In his first live keynote since the pandemic, …何謂 NVIDIA LaunchPad?. NVIDIA LaunchPad 透過網頁瀏覽器免費存取企業級 NVIDIA 硬體和軟體。. 客戶可以透過引導式實作實驗室體驗 AI 的強大功能,或使用 NVIDIA 認證系統™ 作為沙盒。. 在最新的 NVIDIA 資源下測試、原型化並部署您自己的應用程式和模型。. AI-Ready Enterprise Platform For Higher Education and Research Solution Brief. Learn more about NVIDIA AI Enterprise, an end-to-end, cloud-native suite of AI and data analytics software that's optimized, certified, and supported by NVIDIA to run on VMware vSphere with NVIDIA-Certified Systems.

Reference the latest NVIDIA AI Enterprise documentation. NVIDIA websites use cookies to deliver and improve the website experience. See our cookie policy for further details on how we use cookies and how to change your cookie settings.Nvidia is a leading technology company known for its high-performance graphics processing units (GPUs) that power everything from gaming to artificial intelligence. To ensure optim...If you’re planning a trip to Orlando, Florida, and need a reliable car rental service at the Orlando International Airport (MCO), look no further than Enterprise Rent-A-Car. When i...Request a Quote. Complete the form below to request additional information or a custom quote for NVIDIA AI Enterprise on Oracle Cloud Marketplace. An NVIDIA representative will get in touch. If you’re an existing customer with a contract for Oracle Universal Credits, NVIDIA AI Enterprise private offers are considered eligible purchases.“We are partnering with NVIDIA to bring AI to every enterprise; a true democratization of one of the most powerful technologies,” said Pat Gelsinger, CEO of VMware. “We’re also collaborating to define a new architecture for the hybrid cloud—one purpose built to support the needs and demands of the next generation of applications.It also offers enterprise-grade security, manageability, and API stability through NVIDIA AI Enterprise within Azure ML. Azure ML-managed endpoints make it easy for enterprises to monitor, deploy, and scale AI models, reducing the complexity of setting up and managing your own AI infrastructure.

The World’s Proven Choice for Enterprise AI. Expand the frontiers of business innovation and optimization with NVIDIA DGX™ H100. Part of the DGX platform , DGX H100 is the AI powerhouse that’s the foundation of NVIDIA DGX SuperPOD™, accelerated by the groundbreaking performance of the NVIDIA H100 Tensor Core GPU.Delivering Supercomputing to Every Enterprise. NVIDIA created our first NVIDIA DGX SuperPOD, the world’s eighth-fastest supercomputer at launch, in just three weeks. For enterprises that need the fastest path to AI innovation at scale, DGX SuperPOD is the turnkey hardware, software, and services offering that removes …07-Dec-2022 ... Nvidia AI Enterprise 3.0 released today, with new software capabilities to help effectively build and deploy AI-driven applications.Nov 28, 2023 · NVIDIA® AI Enterprise is an end-to-end, secure AI software platform that accelerates the data science pipeline and streamlines the development and deployment of production AI. Release Notes Current status, information on validated platforms, and known issues with NVIDIA AI Enterprise. This integrated platform delivers best-in-class AI software, the NVIDIA AI Enterprise Suite, optimized and exclusively certified for the industry’s leading virtualization platform, VMware vSphere ®. The NVIDIA AI Enterprise Test Drive provides instant access to a free, cloud-based trial of NVIDIA AI Enterprise Suite . Included demos will ...

Direct engery.

NVIDIA NeMo is an end-to-end, enterprise-grade cloud-native framework for developers to build, customize, and deploy generative AI models with billions of parameters. NeMo also provides APIs to fine-tune LLMs like Llama 2. To get started quickly, we are offering an NVIDIA LaunchPad lab—a universal proving ground, offering comprehensive ...Introducing NVIDIA AI Enterprise 4.0. The latest version of NVIDIA AI Enterprise accelerates development through multiple facets with production-ready …In today’s fast-paced world, graphics professionals rely heavily on their computer systems to deliver stunning visuals and high-performance graphics. Whether you are a graphic desi...NVIDIA AI Enterprise 3.0 expands virtualization support to include Red Hat Enterprise Linux 8.4, 8.6, 8.7, 9.0, and 9.1, enabling businesses to extend KVM capabilities to their AI workloads. With RHEL KVM, admins can add up to 16 virtual GPUs to one VM, providing exponentially faster processing for compute …Jan 23, 2024 · NVIDIA® AI Enterprise is an end-to-end, secure AI software platform that accelerates the data science pipeline and streamlines the development and deployment of production AI. Release Notes Current status, information on validated platforms, and known issues with NVIDIA AI Enterprise.

Powerful AI Software Suite Included With the DGX Platform. The NVIDIA AI Enterprise software suite includes NVIDIA’s best data science tools, pretrained models, optimized frameworks, and more, fully backed with NVIDIA enterprise support. NVIDIA AI Enterprise is included with the DGX platform and is used in combination with NVIDIA Base Command. NVIDIA AI Platform. Transform any enterprise into an AI organization with NVIDIA AI, the world’s most advanced platform with full stack innovation across accelerated infrastructure, enterprise-grade software, and AI models. By accelerating the entire AI workflow, projects reach production faster, with higher accuracy, efficiency, and ... Organizations need to be able to both advance modern AI and data science workloads and accelerate traditional workloads like virtualization and graphics. NVIDIA’s enterprise software solutions do just that, spanning all modern workloads and giving IT admins, data scientists, 3D designers, and DevOps teams access to the tools they need to ...NVIDIA® Riva is a set of GPU-accelerated multilingual speech and translation microservices for building fully customizable, real-time conversational AI pipelines. Riva includes automatic speech recognition (ASR), text-to-speech (TTS), and neural machine translation (NMT) and is deployable in all clouds, in data centers, at the edge, or on ...WebinarVMUG Webinar: Accelerating the Enterprise on vSphere with Tanzu and NVIDIA AI. Solution BriefNVIDIA AI Enterprise Public Sector Solution Brief. Solution BriefAI-Ready Enterprise Platform For Higher Education and Research Solution Brief. The NVIDIA AI Enterprise software suite makes it easy to run GPU-accelerated, virtualized AI workloads.NVIDIA AI Enterprise is supported on NVIDIA® DGX™ servers in bare-metal deployments with the NVIDIA graphics driver for Linux that is included in the DGX OS software. Note: …NVIDIA today announced NVIDIA DGX Cloud, an AI supercomputing service that gives enterprises immediate access to the infrastructure and software needed to train advanced models for generative AI and other groundbreaking applications. GTC—NVIDIA today announced NVIDIA DGX Cloud, an AI supercomputing service that gives …27-Feb-2024 ... Nvidia does Y, or what I refer to as a pipeline" so you're basically saying Palantir and nvidia both do what you're referring to as having a ...Mar 21, 2023 · NVIDIA AI workflows are cloud-native, prepackaged reference examples that show how NVIDIA AI frameworks can be used to build AI solutions. Two new AI workflows are available with NVIDIA AI Enterprise 3.1: NVIDIA next item prediction AI workflow for building a recommender pipeline to drive customer retention and upsales. NVIDIA NGC™ is the portal of enterprise services, software, management tools, and support for end-to-end AI and digital twin workflows. Bring your solutions to market faster with fully managed services, or take advantage of performance-optimized software to build and deploy solutions on your preferred cloud, on-prem, and edge systems.NVIDIA GPU Operator simplifies the deployment of NVIDIA AI Enterprise with software container platforms. NVIDIA Network Operator Documentation NVIDIA Network Operator uses Kubernetes CRDs and Operator SDK to manage networking related components, to enable fast networking, RDMA, and GPUDirect® technology for …NVIDIA 今日宣布正式推出 NVIDIA AI Enterprise 2.1 版本。在這個端到端人工智慧和資料分析軟體套件的最新版本中,經過了最佳化調整與認證作業,支援企業在裸機、虛擬、容器及雲端環境中部署和擴展人工智慧應用項目。

Overview. AI Inference. AI Workflows. Conversational AI. Data Analytics and Processing. Generative AI. Machine Learning. Prediction and Forecasting. Speech AI. Data Center …

Also unveiled was NVIDIA DGX BasePOD — the evolution of DGX POD — which makes enterprise data-center AI deployments simpler and faster for IT teams to acquire, deploy and manage. Many of the world’s AI leaders are building technological breakthroughs — from self-driving cars to voice assistants — using NVIDIA DGX systems …NVIDIA AI Enterprise is an end-to-end, cloud-native software platform that accelerates data science pipelines and streamlines development and deployment of production-grade AI applications, including generative AI. Enterprises that run their businesses on AI rely ...The NVIDIA EGX platform includes optimized software that delivers accelerated computing from data center to edge. With NVIDIA AI Enterprise, enterprises access an end-to-end, cloud-native suite of AI and data analytics software that has been optimized, certified, and supported by NVIDIA to run on VMware vSphere with NVIDIA-Certified Systems ...Discover Katja Sirazitdinova’s inspiring journey to become a senior deep learning data scientist at NVIDIA and learn how she’s empowering women to pursue careers in tech. NVIDIA invents the GPU and drives advances in AI, HPC, gaming, creative design, autonomous vehicles, and robotics.This digital data sheet provides detailed information about NVIDIA AI Enterprise Essentials Educational per GPU 3-year Subscription 9x5 Support Renewal ...6 days ago ... NVIDIA SDKs have been instrumental in accelerating AI applications across a spectrum of use cases spanning smart cities, medical, ...NVIDIA AI Enterprise 1.1 is now generally available. Optimized, certified and supported by NVIDIA, the latest version of the software suite brings new updates …NVIDIA AI Enterprise includes best-in-class development tools, frameworks, and pre-trained models for AI practitioners, and reliable management and orchestration for IT professionals to ensure performance, high availability, and security. NVIDIA NeMo, an end-to-end framework for organizations to easily customize pretrained …November 17, 2023 by Serge Lemonde. Europe’s startup ecosystem is getting a boost of accelerated computing for generative AI. NVIDIA and cloud service provider (CSP) Scaleway are working together to deliver access to GPUs, NVIDIA AI Enterprise software, and services for turbocharging large language models (LLMs) and generative AI development ...Introducing NVIDIA AI Enterprise 4.0. The latest version of NVIDIA AI Enterprise accelerates development through multiple facets with production-ready …

Pexels free videos.

Texas bureau insurance.

NVIDIA AI Enterprise is certified for running AI workloads on mainstream container platforms such as VMware Tanzu, Red Hat OpenShift, HPE Ezmeral, Google Kubernetes Engine, Amazon Elastic Kubernetes Service , Azure Kubernetes Service, and upstream Kubernetes to accelerate a diverse range of AI use cases across hybrid- or multi-cloud environments. Data SheetActivating your NVIDIA Software Subscription and Enterprise Support. Data SheetHow to Locate the Serial Number of an NVIDIA GPU. Data SheetNVIDIA AI Enterprise Licensing and Packaging Guide. Solution BriefSupport Services Brief for NVIDIA AI Enterprise Software. Web PageNVIDIA AI Enterprise Technical Documentation Site.24-Aug-2021 ... After months in early release, Nvidia today announced the general availability of Nvidia AI Enterprise, a new software offering that's ...Support for all NVIDIA AI software published on the NGC public catalog labeled with “NVIDIA AI Enterprise Supported.” The NVIDIA AI Enterprise marketplace offer also includes a VMI which provides a standard, optimized run time for easy access to the above mentioned NVIDIA AI Enterprise software and ensures development …The most progressive industries in the world are implementing NVIDIA technologies to deploy large-scale AI and deliver the best solutions to their end users. Dive into the data compiled from a survey of over 400 financial services professionals—including executives ...NVIDIA today announced NVIDIA DGX Cloud, an AI supercomputing service that gives enterprises immediate access to the infrastructure and software needed to train advanced models for generative AI and other groundbreaking applications. GTC—NVIDIA today announced NVIDIA DGX Cloud, an AI supercomputing service that gives …When it comes to graphics cards, NVIDIA is a name that stands out in the industry. With their wide range of products, NVIDIA offers options for various needs and budgets. In terms ... NVIDIA AI Enterprise User Guide. Documentation for administrators that explains how to install and configure NVIDIA AI Enterprise. 1. Introduction to NVIDIA AI Enterprise. NVIDIA ® AI Enterprise is an end-to-end, cloud-native suite of AI and data analytics software, optimized so every organization can succeed with AI. Building and Deploying Generative AI Models. Enterprises are turning to generative AI to revolutionize the way they innovate, optimize operations, and build a competitive advantage. NeMo is an end-to-end, cloud-native framework for curating data, training and customizing foundation models, and running inference at scale.Nov 15, 2022 · NVIDIA, the world’s leader in hardware and software solutions for AI, has worked with Dell to create an enterprise platform that supports the widest range of AI and other data science workloads: the Dell and NVIDIA Enterprise Architecture for AI at Any Scale. Over the last several years, the two companies have established a strong ... To help customers get their AI projects up and running fast, Dell PowerEdge servers accelerated with NVIDIA H100 GPUs come with a license for NVIDIA AI Enterprise software. An end-to-end, secure, cloud-native suite of AI software, NVIDIA AI Enterprise streamlines the development and deployment of predictive AI and includes global … ….

NVIDIA AI Enterprise 是一款端到端的安全雲端原生 AI 軟體套件,簡化開發和部署預測性 AI項目,亦支援全球企業處理特定領域和產業的作業負載。 NVIDIA AI Enterprise 內有逾五十款框架和預先訓練好的模型,以及一整套 AI 工作流程,這一切都能幫助企業加快部署時間,同時降低生產就緒的 AI成本。The AI and data science applications and frameworks are distributed as NGC container images through the NVIDIA NGC Enterprise Catalog. Each container image contains the entire user-space software stack that is required to run the application or framework; namely, the CUDA libraries, cuDNN, any required Magnum IO components, …18-Mar-2024 ... Charmed Kubernetes support comes to NVIDIA AI Enterprise Canonical's Charmed Kubernetes is now supported on NVIDIA AI Enterprise 5.0.Request a Quote. Complete the form below to request additional information or a custom quote for NVIDIA AI Enterprise on Oracle Cloud Marketplace. An NVIDIA representative will get in touch. If you’re an existing customer with a contract for Oracle Universal Credits, NVIDIA AI Enterprise private offers are considered eligible purchases.NVIDIA AI Enterprise による簡略化と規模拡大 自動車、教育、金融、ヘルスケア、製造およびテクノロジ業界に属する、全世界の数十の企業が、NVIDIA AI Enterprise のアーリーアダプターとなっています。その多くは、世界で広く普及しているサーバーを使っ ...At GTC on Monday, Microsoft Corp. and NVIDIA expanded their longstanding collaboration with powerful new integrations that leverage the latest NVIDIA generative AI and Omniverse™ technologies across Microsoft Azure, Azure AI services, Microsoft Fabric and Microsoft 365.Supported vGPUs. GPUDirect RDMA and GPUDirect Storage technology are supported on all time-sliced and MIG-backed C-series vGPUs on physical GPUs that support ...15-Sept-2021 ... See how you can test out NVIDIA AI Enterprise and get instant access for hours for free! https://nvda.ws/398WihG.NVIDIA® AI Enterprise is an end-to-end, secure AI software platform that accelerates the data science pipeline and streamlines the development and deployment … Nvidia ai enterprise, Launched today, NVIDIA AI Enterprise 5.0 includes NVIDIA microservices, downloadable software containers for deploying generative AI applications and …, Building and Deploying Generative AI Models. Enterprises are turning to generative AI to revolutionize the way they innovate, optimize operations, and build a competitive advantage. NeMo is an end-to-end, cloud-native framework for curating data, training and customizing foundation models, and running inference at scale., Setup, Share, and Scale Custom AI Workloads with NVIDIA AI Workbench. Best for: AI practitioner, Developer. Included products: NVIDIA AI Enterprise, NVIDIA AI Workbench. Included technologies: Large Language Models (LLMs), NVIDIA AI Foundation models, NVIDIA Inference Microservice, NVIDIA RAPIDS. Take This Lab. , NVIDIA H100 Tensor 核心 GPU 能安全加速從企業級到百萬兆級高效能運算和一兆參數人工智慧工作負載。 適用於主流伺服器的 H100 提供 NVIDIA AI Enterprise 軟體套件的五年期訂閱加上企業支援,能以最高效能簡化人工智慧採用流程。, Overview. AI Inference. AI Workflows. Conversational AI. Data Analytics and Processing. Generative AI. Machine Learning. Prediction and Forecasting. Speech AI. Data Center …, Discover Katja Sirazitdinova’s inspiring journey to become a senior deep learning data scientist at NVIDIA and learn how she’s empowering women to pursue careers in tech. NVIDIA invents the GPU and drives advances in AI, HPC, gaming, creative design, autonomous vehicles, and robotics., NVIDIA ® AI Enterprise is an end-to-end, cloud-native suite of AI and data analytics software, optimized so every organization can succeed with AI. It's certified to deploy …, This digital data sheet provides detailed information about NVIDIA AI Enterprise Essentials Educational per GPU 3-year Subscription 9x5 Support Renewal ..., 17-Jul-2023 ... NVIDIA has pioneered accelerated computing to tackle challenges that otherwise can't be solved. Our work in AI and computer graphics is ..., 1.2. Prerequisites for Using NVIDIA AI Enterprise · You have a system that meets the requirements in NVIDIA AI Enterprise Release Notes . · One or more ..., NVIDIA AI Enterprise User Guide. Documentation for administrators that explains how to install and configure NVIDIA AI Enterprise. 1. Introduction to NVIDIA AI Enterprise. NVIDIA ® AI Enterprise is an end-to-end, cloud-native suite of AI and data analytics software, optimized so every organization can succeed with AI., Sep 12, 2023 · NVIDIA AI Enterprise 4.0 now includes NVIDIA NeMo, an end-to-end, cloud-native framework for data curation at scale, accelerated training and customization of large language models (LLMs), and optimized inference on user-preferred platforms. From cloud to desktop workstations, NVIDIA NeMo provides easy-to-use recipes and optimized performance ... , NVIDIA NeMo™ is an end-to-end platform for developing custom generative AI anywhere. Deliver enterprise-ready models with precise data curation, cutting-edge customization, retrieval-augmented generation (RAG), and accelerated performance. , Mar 21, 2023 · NVIDIA AI workflows are cloud-native, prepackaged reference examples that show how NVIDIA AI frameworks can be used to build AI solutions. Two new AI workflows are available with NVIDIA AI Enterprise 3.1: NVIDIA next item prediction AI workflow for building a recommender pipeline to drive customer retention and upsales. , With NVIDIA Omniverse Enterprise, developers build advanced, generative AI-enabled 3D tools and applications for industrial digitalization, speeding up product development, delivering more immersive customer experiences, …, Powerful AI Software Suite Included With the DGX Platform. The NVIDIA AI Enterprise software suite includes NVIDIA’s best data science tools, pretrained models, optimized frameworks, and more, fully backed with NVIDIA enterprise support. NVIDIA AI Enterprise is included with the DGX platform and is used in combination with NVIDIA Base Command., Discover Katja Sirazitdinova’s inspiring journey to become a senior deep learning data scientist at NVIDIA and learn how she’s empowering women to pursue careers in tech. NVIDIA invents the GPU and drives advances in AI, HPC, gaming, creative design, autonomous vehicles, and robotics., NVIDIA AI Enterprise Documentation - v4.1 - Last updated January 23, 2024 - Send Feedback NVIDIA AI Enterprise v4.1 NVIDIA® AI Enterprise is an end-to-end, secure AI software platform that accelerates the data science pipeline and streamlines the development and deployment of production AI., The software in the NVIDIA AI Enterprise suite is organized into separate layers for infrastructure optimization software, cloud native deployment software, and AI and data science frameworks. The content of these layers is as follows: ‣Infrastructure optimization software: ‣NVIDIA virtual GPU (vGPU) software., NVIDIA AI Enterprise includes key enabling technologies and software from NVIDIA for rapid deployment, management, and scaling of AI workloads in the modern hybrid cloud. NVIDIA AI Enterprise enables the following: Leverage fully integrated, optimized, certified, and supported software from NVIDIA for AI workloads., Additionally, NVIDIA DGX systems now include the NVIDIA AI Enterprise software suite, which newly supports bare-metal infrastructure. DGX customers can accelerate their work with the pretrained NVIDIA AI platform models, toolkits and frameworks included in the software suite, such as NVIDIA RAPIDS …, NVIDIA AI Workbench is now in beta, bringing a wealth of new features to streamline how enterprise developers create, use, and share AI and machine learning (ML) projects. Announced at SIGGRAPH 2023, NVIDIA AI Workbench enables developers to create, collaborate, and migrate AI workloads on their GPU-enabled environment of choice., 19-Jan-2022 ... NVIDIA AI Enterprise is optimized and certified for VMware vSphere® with Tanzu, the industry's leading virtualization platform. This provides AI ..., NVIDIA AI Enterprise is a suite of AI and data analytics software that runs on VMware vSphere and Cloud Foundation with Tanzu. It offers optimized, certified, and supported AI applications, frameworks, and tools for …, Powerful AI Software Suite Included With the DGX Platform. The NVIDIA AI Enterprise software suite includes NVIDIA’s best data science tools, pretrained models, optimized frameworks, and more, fully backed with NVIDIA enterprise support. NVIDIA AI Enterprise is included with the DGX platform and is used in combination with NVIDIA Base Command. , In today’s fast-paced world, graphics professionals rely heavily on their computer systems to deliver stunning visuals and high-performance graphics. Whether you are a graphic desi..., As an Enterprise Holdings employee, access the Payroll WorkCenter by logging in using your user name and password at the Automatic Data Processing Payroll WorkCenter Web page., Nvidia AI Enterprise 1.1 also includes capabilities from the vendor's new partnership with machine learning operations vendor Domino Data Lab. By accessing the Domino Data Lab layer of the suite, customers can fully automate their MLOps, Hecht said., The NVIDIA EGX platform includes optimized software that delivers accelerated computing from data center to edge. With NVIDIA AI Enterprise, enterprises access an end-to-end, cloud-native suite of AI and data analytics software that has been optimized, certified, and supported by NVIDIA to run on VMware vSphere with NVIDIA-Certified Systems ..., Kick-start your speech AI journey with immediate, short-term access to NVIDIA Riva —for free. Interact with Real-Time Speech AI APIs Best for: AI practitioners Included products: NVIDIA Riva, NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems ..., At GTC on Monday, Microsoft Corp. and NVIDIA expanded their longstanding collaboration with powerful new integrations that leverage the latest NVIDIA generative AI and Omniverse™ technologies across Microsoft Azure, Azure AI services, Microsoft Fabric and Microsoft 365., 企業運用 NVIDIA AI Enterprise 簡化作業並擴大運作規模 全球數十家汽車、教育、金融、醫療照護、製造及科技領域的業者率先試用 NVIDIA AI Enterprise,當中有不少為中型企業,他們現在可以藉由全球最被廣泛採用的伺服器開發眾多應用,以部署並擴展 ..., The NVIDIA EGX platform includes optimized software that delivers accelerated computing from data center to edge. With NVIDIA AI Enterprise, enterprises access an end-to-end, cloud-native suite of AI and data analytics software that has been optimized, certified, and supported by NVIDIA to run on VMware vSphere with NVIDIA-Certified Systems ...