Alternatives to NVIDIA Merlin

Compare NVIDIA Merlin alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to NVIDIA Merlin in 2026. Compare features, ratings, user reviews, pricing, and more from NVIDIA Merlin competitors and alternatives in order to make an informed decision for your business.

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    Merlin

    Merlin

    Merlin

    Merlin conducts customer interviews for you and summarizes responses into insightful and actionable reports. Merlin asks questions and personalized follow-ups based on previous answers to collect deeper insights. Every session is summarized down to the key highlights to save you hours of work each week. Merlin assigns tags to recurring themes and data types to help you see the big picture at a glance. Merlin analyzes interviews in real-time, finding and ranking trends to help you take informed actions. Users can switch between text and Merlin's industry-leading AI voice mode at any time. Merlin effortlessly integrates with connects to the tools your team already uses. Merlin automatically segments your users into key personas. You can slice and dice the data according to those segments
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    Merlin Chain

    Merlin Chain

    Merlin Chain

    Merlin Chain will bring innovation and utilities on Layer2 with those native Layer1 assets. Merlin Chain offers low fees and high scalability as an EVM-compatible chain, ensuring swift transaction processing and enhancing transaction liquidity. Merlin Chain supports popular Bitcoin protocols such as BRC20, BRC420, Bitmap, Atomicals, Pipe, Stamp, and more, enabling a more extensive user base to interact on Bitcoin Layer2. Merlin Chain has implemented ZK-Rollup to enhance efficiency and scalability, with sequencer nodes responsibly managing data transmission via decentralized Oracles, ensuring transparency and security. Merlin Chain continues its commitment to fair launches and community-driven native innovations on Layer2, dedicated to delivering unique solutions designed for the Bitcoin network and its users.
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    Merlin Business Intelligence

    Merlin Business Intelligence

    Merlin Business Software

    With that in mind Merlin have 3 stages of Business Intelligence on offer for you, each tailored to meet your requirements, and ensure you get the most up-to-date information when you need it. The Listings feature comes as part of standard Merlin and provides users with a basic reporting function. View these listings on screen, or export to Excel, Listings makes getting access to real-time reports quickly and easily. Merlin Analytics delivers advanced business intelligence and distributor analytics across manufacturing, distribution, wholesale and merchants. It’s your data, your way! All Merlin Dashboards can be personalised, allowing the user to only see information relevant to them and their team. Whilst Listings are user definable, they are easy to create, set up and manage, Merlin will provide you with some standard listings upon setup.
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    MERLIN Tempus EE
    MERLIN Tempus Enterprise Edition (EE) smart manufacturing software extends the capabilities of MERLIN Tempus with full Overall Equipment Effectiveness (OEE), a dynamic job scheduler and connectivity to Enterprise Resource Planning (ERP) systems. ERP data measures the overhead costs of the manufacturing process. An example is when a factory’s customer calls to find out where an order is. Without MERLIN Tempus EE, the factory’s front office team has to go find out the work order, and physically ask about and locate where the parts are on the plant floor. But equipped with an ERP-connected MERLIN Tempus EE dashboard, they instantly know where the part is in the manufacturing process and when it will be finished and ready to ship. MERLIN Tempus EE feeds the ERP system with real-time data so that the ERP becomes much more relevant. It takes the mystery out of meeting customer deadlines and expectations.
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    Merlin

    Merlin

    Ikosoft

    Tactile, intuitive and easy to use, Merlin will accompany you on a daily basis in your hair salon. Whether it is for the sale of your products, your appointments, the management of your customer files, all this information is easily available. Merlin is the solution. The choice is never obvious. To choose a cash register software, certain criteria are essential: saving time, optimizing turnover or customer service. It is on these criteria that Ikosoft has developed an intuitive cash register software, its use makes you benefit from a real and consequent saving of time. Merlin is the solution for a tactile cash register in your hairdressing salon. Save time. Merlin’s online booking makes your salon accessible 24/7 from your website and social network pages, offering increased freedom to your clients and staff. Automatic SMS reminders for appointments. Online payment: full or deposit. Gift voucher sale.
    Starting Price: $470.00/one-time
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    Merlin

    Merlin

    Foyer

    Merlin is an all-in-one AI-powered tool designed to boost productivity across various tasks, including research, content creation, and communication. Available as a Chrome extension and mobile app, Merlin allows users to quickly generate content, summarize information, or even chat with AI about any topic on the web. With access to multiple AI models like GPT-4 and Claude, Merlin empowers users to write emails, create social media posts, generate images, and more, all from within the browser or app. It is an ideal solution for those looking to simplify tasks and work smarter with AI.
    Starting Price: $19 per month
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    Merlin CRM

    Merlin CRM

    Merlin Business Software

    With Merlin you get unlimited company and contact records, which alongside the standard fields you would expect from a CRM system, Merlin allows for approximately 40 user-definable (customisable) fields. With this you can store and report on the information you want. Tired of clicking through screens to find the relevant windows, Merlin has an intelligent, dynamic menu, which will predict and show the options you’re most likely to need next on any given page. With its fully integrated approach, Merlin records all activity against the relevant contact, so there is no duplication of data and you get a full historical archive. The Customer Relationship Management (CRM) module allows for a proactive sales force to have their diaries automatically populated with appointments scheduled for the next month, week, day or a given date range. This also works with your Accounts and Purchasing teams chasing payments or deliveries respectively.
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    MERLINPLUS

    MERLINPLUS

    Merlinco

    MERLINPLUS is a desktop survey processing system which guides you through the entire market research survey process. MERLINPLUS captures most of the power of the MERLIN language, but without the need to learn the language, so it is aimed at less frequent users who do not have the time to learn MERLIN and develop the skills needed to use it. MERLINPLUS is easy to use and has a modular approach which integrates with other packages and applications in the survey process to eliminate duplication.
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    MeRLIN Sourcing

    MeRLIN Sourcing

    MeRLIN Sourcing B.V.

    MeRLIN is a Strategic Sourcing Solution offering seamlessly integrated sourcing process automation for RFx/eAuctions, with supplier relationship management and planning functions augmented by advanced analytics functions. It plays a key role in enhancing collaboration between buyers and suppliers on an intuitive and easy to use platform. MeRLIN is modular, flexible, configurable and easy to deploy. It is the go-to solution for the strategic sourcing needs of enterprise sourcing organizations. MeRLIN is an integrated sourcing solution to manage your Direct & Indirect Procurement needs with Supplier Relationship Management, Compliance & Risk management, eSourcing and Planning augmented by Advanced Analytics. Simplify your strategic procurement through extensive automation and enhanced collaboration by bringing together all stakeholders on a single intuitive platform.
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    Merlin Project

    Merlin Project

    ProjectWizards GmbH

    Merlin Project is the standard for project management in industries such as Architecture & Construction, Media & Agencies, Research & Development, Education and others. For more than 18 years customers in over 160 countries have been using our flexible app to plan, manage & control their small and large projects – no matter whether you're on a Mac or an iPad! Merlin Project is project management with a bit of magic!
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    Merlin CardioMotion

    Merlin CardioMotion

    Central Data Networks

    The CardioMotionTM echo analysis and reporting software from Merlin and available from CDN in Australia changes the game and changes the way you are supporting the rapid identification of cardiac issues. Intended for emergency medicine, CCU/ICU, oncology departments, medical center clinicians, ultrasound departments, cardiology departments, or regional and remote sites where point-of-care devices are used. Also beneficial in cardiac monitoring of clinical trials. Merlin CardioMotionTM is unique as it works effectively with slow frame rate echo clips without the need for an ECG trace for detection and as such is suitable for use with clips from lower specification ultrasound machines. Using revolutionary image processing technology Merlin CardioMotionTM is based on a platform of proprietary algorithms that enable automatic detection of the ventricular wall and its borders. This provides you with a rapid and accurate quantitative assessment of your patient’s heart’s dynamic performance.
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    Merlin Veterinary Software
    Merlin - Market leading, veterinary technology that works for your practice. The veterinary practice management system that is the hub for your practice. Providing best-in-class connectivity, improved access, flexibility and creating efficiencies in your team. All the functionality you would expect of a veterinary practice management system, plus secure, cloud-based technology that gives you and your team the flexibility to work in a way that makes sense to your practice and your clients. Patient health always comes first. Merlin integrates with a wide range of tools from diagnostic equipment to healthcare plans that support wellness. Owner engagement tools designed to grow loyalty, retention and compliance through creating a deeper connection with your clients. The advanced pricing tools in Merlin are adaptable and dynamic. Easy to use, this tool prevents incorrect and lost charges that directly impact your business performance.
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    Bonkers

    Bonkers

    Merlin

    Bonkers by Merlin, simplest ever text-to-image generator.
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    Merlin AI
    Whether you're a student, copywriter, marketer, software engineer or someone who loves to write or ask, Merlin AI is the perfect tool for you! Merlin also shows responses from ChatGPT alongside Google, Bing, DuckDuckGo, Baidu and other search engines. With just a Cmd+M, Merlin makes it easy for you to access the ChatGPT app on any website. Freemium Chrome extension to make your life easier. An all-in-one app where you will get features like: 1. Access GPT-4 for Free 2. Access AI Chatbot everywhere 3. Summarize or Chat with PDF, PPT, or DOC 4. Unlimited ChatGPT for Google Search 5. Youtube Summary with AI Chatbot 6. Grow your Social Media using ChatGPT on LinkedIn & Twitter 7. Write faster and smarter emails on Gmail 8. ChatGPT with live web Access 9. Blog Summary with AI Chatbot 10. Translate ChatGPT response in Multiple languages
    Starting Price: $14.25 per month
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    Zycus Merlin AI Suite
    Zycus Merlin AI Suite is a comprehensive platform for procurement and finance to leverage cutting edge AI technology to perform routine, mundane and data intensive tasks. Zycus has been a pioneer in the AI world with its first patent launched for Autoclass in the year 2002. Merlin A.I. Suite ensure gains across strategic and operational procurement and AP processes, thereby unlocking long term strategic advantages of FTE reduction, cost cutting, and improved turnaround time. Zycus Merlin A.I. Suite makes your procurement autonomous with smart predictions and intelligent insights. Zycus helps enterprises drive real savings, reduce risks, and boost compliance, and its seamless, intuitive, and easy-to-use user interface ensures high adoption and value across the organization. It offers data-driven actionable insights for quicker and smarter decisions, and its conversational AI offers a B2C type user-experience to the end-users.
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    Zycus Merlin Intake
    Zycus Merlin Intake streamlines the procurement process by offering a centralized platform for managing and processing all procurement requests efficiently. It enables organizations to standardize request intake, ensuring clarity, compliance, and alignment with business objectives. The solution provides an intuitive interface for users to submit detailed procurement requests, automated workflows for faster approvals, and seamless tracking of progress, reducing delays and errors. With advanced analytics and real-time insights, procurement teams can prioritize tasks, address bottlenecks, and make informed decisions to optimize operations. By simplifying request management, Zycus Merlin Intake enhances collaboration, productivity, and overall procurement efficiency.
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    GuestServe

    GuestServe

    GuestServe

    Similar to how GuestServe provides is a Simplified Reservation Software, TouchBase Mail is a simplified email marketing tool allowing our clients the option to “touch base” with their subscribers. You can easily send blast messages to your reservations database & your mailing list from the same admin area as your analytics & reservations. Merlin Metrics is an analytics tool designed to help you measure the effectiveness of your marketing campaigns. If you are interested in ROI, Merlin can help. Don’t have a website? Need a temporary website? Website-To-Go is a simple, “do it yourself” website builder that pulls content from your GuestServe account. If your website isn’t mobile-friendly, you may be losing out on potential traffic. Mobile-To-Go will help you to provide a positive experience to your visitors. We are pleased to provide secure, encrypted credit card processing with your merchant report.
    Starting Price: $9.95 per month
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    Shelf

    Shelf

    Shelf.io

    Shelf frees companies from the complexities of knowledge management with AI, so employees can do a better job and always find the answers they need. MerlinAI actively listens and suggests answers, responses, recommendations and decision tree content to help drill down to the most accurate solution. Remote workers and agents are also free to browse through your company’s entire content library directly in the tools they use most. Shelf modernizes and centralizes the knowledge tech stack, integrating all your sources, then pushing content and answers everywhere your employees work. Companies with distributed workforces are realizing there’s still room for more efficiency. AI-driven Knowledge Management is solving the biggest challenge holding up your people’s progress: finding answers fast so they can move the needle forward.
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    Merlin MRP Factory 8

    Merlin MRP Factory 8

    Merlin MRP Software

    Easy to learn, this MRP software has a built-in User Guide, with help on every screen. Just follow the Work-Flow on the Home Screen (see the SOFTWARE page), and you will quickly find how easy to use is the very powerful Merlin MRP System. Using a combination of Stock Control and the MRP process, you can determine precisely which items you want to hold in stock, with Minimum Stock Level options, and which items you wish to purchase on a JiT basis, by single job or groups. The system will analyse your production jobs for shortages, will generate work orders for subassemblies, and it will auto-create and schedule the subassembly Jobs. It will then drill-down for shortages of materials according to the BoM (Bill of Materials), create Purchase Orders, and Delivery Schedules according to the start dates of the jobs.
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    Merlin Software

    Merlin Software

    Merlin Software

    This robust and all-embracing module is your resort’s complete CRM system, tracking each lead from source to sale with sophisticated data mining tools and communications methods. Whatever your product, this wide-ranging module gives total control of the entire sales process from creating inventory and printing contracts to tracking ownership changes and reporting. Resorts can maximize their inventory utilization and yield management while performing all property management tasks including front desk reception, central reservations, shift change and night audit. With a complete double entry accounting module, this wide-ranging module allows caters for all accounting functions for multiple companies, currencies and product types. Merlin Software provides the complete software service for today’s vacation ownership industry – whatever the age, location and size of the resort or the type of product sold.
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    Labelcamp

    Labelcamp

    Labelcamp

    Manage your digital supply chain, generate sales reports, analyze revenues and daily consumption with an interface that’s easy to use and understand. Create new releases in just a few steps, and manage large catalogues with rich metadata and complex distribution rights. Collaborate with content owners through our submission dashboard for optimal distribution workflow. Quickly, easily deliver content to any DSP in all asset and metadata formats, in accordance with the latest standards. Report digital and physical sales to your partners in a transparent manner, then analyze your revenue streams at the greatest degree of resolution. Gain deep insights on daily consumption, thanks to granular data on usage, playlists and audiences. Labelcamp delivers music to hundreds of music services, databases and collective societies. We are trusted as a Preferred Delivery Partner by Apple Music, Spotify and the Merlin Network.
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    Query Kitty

    Query Kitty

    Query Kitty

    Our AI-powered Chrome extension is the solution to all your queries. Get more done in less time. Download now and start hustling smarter! Skip reading through endless websites to find your answer by just asking on those websites. Turn your recently found content into a social growth engine, Twitter, Linkedin, and Youtube. Yes, we do emails too because LLM's make it possible. Help with formulas or Google app scripts to automate your Google Sheets. Generate quick react modules or quick JavaScript scripts. Save the prompts you like to use on a daily basis, don't waste any more time. Currently, we are actively developing new features that will likely be incorporated. Our ultimate aim is to make merlin the most outstanding ChatGPT extension available, and we are committed to fulfilling this objective with great earnestness. Currently, our extension is compatible with Google Chrome, Edge, Firefox, and any Chromium-based browsers.
    Starting Price: $19 one-time payment
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    Tray.ai

    Tray.ai

    Tray.ai

    Tray.ai is an API integration platform that allows users to innovate, integrate, and automate organization with no developer resources needed. Tray.io enables users to connect their entire cloud stack on their own. With Tray.ai, users can easily build and streamline processes with a specifically designed visual workflow editor. Tray.io also empowers the users' workforce with automated processes. The intelligence powering the first iPaaS that everyone can use to complete business processes using natural language instructions. Tray.ai is a low-code automation platform designed for both non-technical and technical users to create sophisticated workflow automations that facilitate efficient data movement and actions across multiple applications. Our low-code builder and new Merlin AI transform the automation process by bringing together the power of flexible, scalable automation; support for advanced business logic; and native generative AI capabilities that anyone can use.
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    NVIDIA GPU-Optimized AMI
    The NVIDIA GPU-Optimized AMI is a virtual machine image for accelerating your GPU accelerated Machine Learning, Deep Learning, Data Science and HPC workloads. Using this AMI, you can spin up a GPU-accelerated EC2 VM instance in minutes with a pre-installed Ubuntu OS, GPU driver, Docker and NVIDIA container toolkit. This AMI provides easy access to NVIDIA's NGC Catalog, a hub for GPU-optimized software, for pulling & running performance-tuned, tested, and NVIDIA certified docker containers. The NGC catalog provides free access to containerized AI, Data Science, and HPC applications, pre-trained models, AI SDKs and other resources to enable data scientists, developers, and researchers to focus on building and deploying solutions. This GPU-optimized AMI is free with an option to purchase enterprise support offered through NVIDIA AI Enterprise. For how to get support for this AMI, scroll down to 'Support Information'
    Starting Price: $3.06 per hour
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    ID Logistics

    ID Logistics

    ID Logistics

    Anticipating the unpredictability of orders by guaranteeing a no-fault no-delay end customer promise are the everyday challenges facing pure-play operators and multi-channel specialists. Vente-Privée, Cdiscount, Auchan.fr, Nespresso and Leroy Merlin sell a wide range of products but have the same requirements in terms of speed and excellence of execution. Supermarkets and hypermarkets, DIY, household equipment and even sporting goods are activities that require very specific knowledge of peaks in activity to be managed, coupled with logistics flows in terms of storage or just-in-time deliveries. Clients in this sector include Carrefour, Auchan, Alinéa, Conforama, Castorama and GO Sport. The ID Logistics group continues to push ahead with its expansion and has now made an acquisition and set up a new subsidiary in the US. With the purchase of Jagged Peak, a US company specialising in e-commerce logistics, the ID Logistics group is expanding its base to the United States.
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    Merlin

    Merlin

    Merlin Software

    Merlin, a Software for crisis. A crisis always takes us by surprise. Our software CrisisSuite is a cloud-based software application that helps you to limit the consequences of a crisis. Alerting. During a crisis, you need people. Without wasting time. The module Alerting is invaluable in this process. Social Media Trainer. Makes crisis exercises more realistic and brings participants face-to-face with (social) media. Crisis! And now what? You have made every effort to prevent a crisis. You have developed plans in case a crisis does occur. Staff have been educated and trained. And then it happens. The organization is under pressure. The situation is changing from minute to minute. It’s one thing after another. It’s crisis. Throughout your organization, people are trying hard to limit the consequences. Social Media Trainer. The Social Media Trainer helps you to turn every crisis exercise into a realistic exercise by bringing participants face to face with (social) media messages.
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    NVIDIA RAPIDS
    The RAPIDS suite of software libraries, built on CUDA-X AI, gives you the freedom to execute end-to-end data science and analytics pipelines entirely on GPUs. It relies on NVIDIA® CUDA® primitives for low-level compute optimization, but exposes that GPU parallelism and high-bandwidth memory speed through user-friendly Python interfaces. RAPIDS also focuses on common data preparation tasks for analytics and data science. This includes a familiar DataFrame API that integrates with a variety of machine learning algorithms for end-to-end pipeline accelerations without paying typical serialization costs. RAPIDS also includes support for multi-node, multi-GPU deployments, enabling vastly accelerated processing and training on much larger dataset sizes. Accelerate your Python data science toolchain with minimal code changes and no new tools to learn. Increase machine learning model accuracy by iterating on models faster and deploying them more frequently.
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    Saturn Cloud

    Saturn Cloud

    Saturn Cloud

    Saturn Cloud is an AI/ML platform available on every cloud. Data teams and engineers can build, scale, and deploy their AI/ML applications with any stack. Quickly spin up environments to test new ideas, then easily deploy them into production. Scale fast—from proof-of-concept to production-ready applications. Customers include NVIDIA, CFA Institute, Snowflake, Flatiron School, Nestle, and more. Get started for free at: saturncloud.io
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    Starting Price: $0.005 per GB per hour
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    Bright Cluster Manager
    NVIDIA Bright Cluster Manager offers fast deployment and end-to-end management for heterogeneous high-performance computing (HPC) and AI server clusters at the edge, in the data center, and in multi/hybrid-cloud environments. It automates provisioning and administration for clusters ranging in size from a couple of nodes to hundreds of thousands, supports CPU-based and NVIDIA GPU-accelerated systems, and enables orchestration with Kubernetes. Heterogeneous high-performance Linux clusters can be quickly built and managed with NVIDIA Bright Cluster Manager, supporting HPC, machine learning, and analytics applications that span from core to edge to cloud. NVIDIA Bright Cluster Manager is ideal for heterogeneous environments, supporting Arm® and x86-based CPU nodes, and is fully optimized for accelerated computing with NVIDIA GPUs and NVIDIA DGX™ systems.
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    NVIDIA NIM
    Explore the latest optimized AI models, connect AI agents to data with NVIDIA NeMo, and deploy anywhere with NVIDIA NIM microservices. NVIDIA NIM is a set of easy-to-use inference microservices that facilitate the deployment of foundation models across any cloud or data center, ensuring data security and streamlined AI integration. Additionally, NVIDIA AI provides access to the Deep Learning Institute (DLI), offering technical training to gain in-demand skills, hands-on experience, and expert knowledge in AI, data science, and accelerated computing. AI models generate responses and outputs based on complex algorithms and machine learning techniques, and those responses or outputs may be inaccurate, harmful, biased, or indecent. By testing this model, you assume the risk of any harm caused by any response or output of the model. Please do not upload any confidential information or personal data unless expressly permitted. Your use is logged for security purposes.
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    VMware Private AI Foundation
    VMware Private AI Foundation is a joint, on‑premises generative AI platform built on VMware Cloud Foundation (VCF) that enables enterprises to run retrieval‑augmented generation workflows, fine‑tune and customize large language models, and perform inference in their own data centers, addressing privacy, choice, cost, performance, and compliance requirements. It integrates the Private AI Package (including vector databases, deep learning VMs, data indexing and retrieval services, and AI agent‑builder tools) with NVIDIA AI Enterprise (comprising NVIDIA microservices like NIM, NVIDIA’s own LLMs, and third‑party/open source models from places like Hugging Face). It supports full GPU virtualization, monitoring, live migration, and efficient resource pooling on NVIDIA‑certified HGX servers with NVLink/NVSwitch acceleration. Deployable via GUI, CLI, and API, it offers unified management through self‑service provisioning, model store governance, and more.
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    NVIDIA TensorRT
    NVIDIA TensorRT is an ecosystem of APIs for high-performance deep learning inference, encompassing an inference runtime and model optimizations that deliver low latency and high throughput for production applications. Built on the CUDA parallel programming model, TensorRT optimizes neural network models trained on all major frameworks, calibrating them for lower precision with high accuracy, and deploying them across hyperscale data centers, workstations, laptops, and edge devices. It employs techniques such as quantization, layer and tensor fusion, and kernel tuning on all types of NVIDIA GPUs, from edge devices to PCs to data centers. The ecosystem includes TensorRT-LLM, an open source library that accelerates and optimizes inference performance of recent large language models on the NVIDIA AI platform, enabling developers to experiment with new LLMs for high performance and quick customization through a simplified Python API.
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    NVIDIA DRIVE
    Software is what turns a vehicle into an intelligent machine. The NVIDIA DRIVE™ Software stack is open, empowering developers to efficiently build and deploy a variety of state-of-the-art AV applications, including perception, localization and mapping, planning and control, driver monitoring, and natural language processing. The foundation of the DRIVE Software stack, DRIVE OS is the first safe operating system for accelerated computing. It includes NvMedia for sensor input processing, NVIDIA CUDA® libraries for efficient parallel computing implementations, NVIDIA TensorRT™ for real-time AI inference, and other developer tools and modules to access hardware engines. The NVIDIA DriveWorks® SDK provides middleware functions on top of DRIVE OS that are fundamental to autonomous vehicle development. These consist of the sensor abstraction layer (SAL) and sensor plugins, data recorder, vehicle I/O support, and a deep neural network (DNN) framework.
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    NVIDIA NeMo Retriever
    NVIDIA NeMo Retriever is a collection of microservices for building multimodal extraction, reranking, and embedding pipelines with high accuracy and maximum data privacy. It delivers quick, context-aware responses for AI applications like advanced retrieval-augmented generation (RAG) and agentic AI workflows. As part of the NVIDIA NeMo platform and built with NVIDIA NIM, NeMo Retriever allows developers to flexibly leverage these microservices to connect AI applications to large enterprise datasets wherever they reside and fine-tune them to align with specific use cases. NeMo Retriever provides components for building data extraction and information retrieval pipelines. The pipeline extracts structured and unstructured data (e.g., text, charts, tables), converts it to text, and filters out duplicates. A NeMo Retriever embedding NIM converts the chunks into embeddings and stores them in a vector database, accelerated by NVIDIA cuVS, for enhanced performance and speed of indexing.
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    Amazon EC2 P4 Instances
    Amazon EC2 P4d instances deliver high performance for machine learning training and high-performance computing applications in the cloud. Powered by NVIDIA A100 Tensor Core GPUs, they offer industry-leading throughput and low-latency networking, supporting 400 Gbps instance networking. P4d instances provide up to 60% lower cost to train ML models, with an average of 2.5x better performance for deep learning models compared to previous-generation P3 and P3dn instances. Deployed in hyperscale clusters called Amazon EC2 UltraClusters, P4d instances combine high-performance computing, networking, and storage, enabling users to scale from a few to thousands of NVIDIA A100 GPUs based on project needs. Researchers, data scientists, and developers can utilize P4d instances to train ML models for use cases such as natural language processing, object detection and classification, and recommendation engines, as well as to run HPC applications like pharmaceutical discovery and more.
    Starting Price: $11.57 per hour
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    NVIDIA EGX Platform
    From rendering and virtualization to engineering analysis and data science, accelerate multiple workloads on any device with the NVIDIA® EGX™ Platform for professional visualization. A highly flexible reference design that combines high-end NVIDIA GPUs with NVIDIA virtual GPU (vGPU) software and high-performance networking, these systems deliver exceptional graphics and compute power, enabling artists and engineers to do their best work—from anywhere—at a fraction of the cost, space, and power of CPU-based solutions. The EGX Platform combined with NVIDIA RTX Virtual Workstation (vWS) software can simplify deployment of a high-performance, cost-effective infrastructure, providing a solution that is tested and certified with industry-leading partners and ISV applications on trusted OEM servers. It enables professionals to do their work from anywhere, while increasing productivity, improving data center utilization, and reducing IT and maintenance costs.
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    NVIDIA Modulus
    NVIDIA Modulus is a neural network framework that blends the power of physics in the form of governing partial differential equations (PDEs) with data to build high-fidelity, parameterized surrogate models with near-real-time latency. Whether you’re looking to get started with AI-driven physics problems or designing digital twin models for complex non-linear, multi-physics systems, NVIDIA Modulus can support your work. Offers building blocks for developing physics machine learning surrogate models that combine both physics and data. The framework is generalizable to different domains and use cases—from engineering simulations to life sciences and from forward simulations to inverse/data assimilation problems. Provides parameterized system representation that solves for multiple scenarios in near real time, letting you train once offline to infer in real time repeatedly.
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    NVIDIA Base Command Manager
    NVIDIA Base Command Manager offers fast deployment and end-to-end management for heterogeneous AI and high-performance computing clusters at the edge, in the data center, and in multi- and hybrid-cloud environments. It automates the provisioning and administration of clusters ranging in size from a couple of nodes to hundreds of thousands, supports NVIDIA GPU-accelerated and other systems, and enables orchestration with Kubernetes. The platform integrates with Kubernetes for workload orchestration and offers tools for infrastructure monitoring, workload management, and resource allocation. Base Command Manager is optimized for accelerated computing environments, making it suitable for diverse HPC and AI workloads. It is available with NVIDIA DGX systems and as part of the NVIDIA AI Enterprise software suite. High-performance Linux clusters can be quickly built and managed with NVIDIA Base Command Manager, supporting HPC, machine learning, and analytics applications.
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    NVIDIA Confidential Computing
    NVIDIA Confidential Computing secures data in use, protecting AI models and workloads as they execute, by leveraging hardware-based trusted execution environments built into NVIDIA Hopper and Blackwell architectures and supported platforms. It enables enterprises to deploy AI training and inference, whether on-premises, in the cloud, or at the edge, with no changes to model code, while ensuring the confidentiality and integrity of both data and models. Key features include zero-trust isolation of workloads from the host OS or hypervisor, device attestation to verify that only legitimate NVIDIA hardware is running the code, and full compatibility with shared or remote infrastructure for ISVs, enterprises, and multi-tenant environments. By safeguarding proprietary AI models, inputs, weights, and inference activities, NVIDIA Confidential Computing enables high-performance AI without compromising security or performance.
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    NVIDIA DGX Cloud Serverless Inference
    NVIDIA DGX Cloud Serverless Inference is a high-performance, serverless AI inference solution that accelerates AI innovation with auto-scaling, cost-efficient GPU utilization, multi-cloud flexibility, and seamless scalability. With NVIDIA DGX Cloud Serverless Inference, you can scale down to zero instances during periods of inactivity to optimize resource utilization and reduce costs. There's no extra cost for cold-boot start times, and the system is optimized to minimize them. NVIDIA DGX Cloud Serverless Inference is powered by NVIDIA Cloud Functions (NVCF), which offers robust observability features. It allows you to integrate your preferred monitoring tools, such as Splunk, for comprehensive insights into your AI workloads. NVCF offers flexible deployment options for NIM microservices while allowing you to bring your own containers, models, and Helm charts.
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    NVIDIA Picasso
    NVIDIA Picasso is a cloud service for building generative AI–powered visual applications. Enterprises, software creators, and service providers can run inference on their models, train NVIDIA Edify foundation models on proprietary data, or start from pre-trained models to generate image, video, and 3D content from text prompts. Picasso service is fully optimized for GPUs and streamlines training, optimization, and inference on NVIDIA DGX Cloud. Organizations and developers can train NVIDIA’s Edify models on their proprietary data or get started with models pre-trained with our premier partners. Expert denoising network to generate photorealistic 4K images. Temporal layers and novel video denoiser generate high-fidelity videos with temporal consistency. A novel optimization framework for generating 3D objects and meshes with high-quality geometry. Cloud service for building and deploying generative AI-powered image, video, and 3D applications.
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    NVIDIA NeMo Megatron
    NVIDIA NeMo Megatron is an end-to-end framework for training and deploying LLMs with billions and trillions of parameters. NVIDIA NeMo Megatron, part of the NVIDIA AI platform, offers an easy, efficient, and cost-effective containerized framework to build and deploy LLMs. Designed for enterprise application development, it builds upon the most advanced technologies from NVIDIA research and provides an end-to-end workflow for automated distributed data processing, training large-scale customized GPT-3, T5, and multilingual T5 (mT5) models, and deploying models for inference at scale. Harnessing the power of LLMs is made easy through validated and converged recipes with predefined configurations for training and inference. Customizing models is simplified by the hyperparameter tool, which automatically searches for the best hyperparameter configurations and performance for training and inference on any given distributed GPU cluster configuration.
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    NVIDIA Base Command
    NVIDIA Base Command™ is a software service for enterprise-class AI training that enables businesses and their data scientists to accelerate AI development. Part of the NVIDIA DGX™ platform, Base Command Platform provides centralized, hybrid control of AI training projects. It works with NVIDIA DGX Cloud and NVIDIA DGX SuperPOD. Base Command Platform, in combination with NVIDIA-accelerated AI infrastructure, provides a cloud-hosted solution for AI development, so users can avoid the overhead and pitfalls of deploying and running a do-it-yourself platform. Base Command Platform efficiently configures and manages AI workloads, delivers integrated dataset management, and executes them on right-sized resources ranging from a single GPU to large-scale, multi-node clusters in the cloud or on-premises. Because NVIDIA’s own engineers and researchers rely on it every day, the platform receives continuous software enhancements.
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    NVIDIA AI Foundations
    Impacting virtually every industry, generative AI unlocks a new frontier of opportunities, for knowledge and creative workers, to solve today’s most important challenges. NVIDIA is powering generative AI through an impressive suite of cloud services, pre-trained foundation models, as well as cutting-edge frameworks, optimized inference engines, and APIs to bring intelligence to your enterprise applications. NVIDIA AI Foundations is a set of cloud services that advance enterprise-level generative AI and enable customization across use cases in areas such as text (NVIDIA NeMo™), visual content (NVIDIA Picasso), and biology (NVIDIA BioNeMo™). Unleash the full potential with NeMo, Picasso, and BioNeMo cloud services, powered by NVIDIA DGX™ Cloud, the AI supercomputer. Marketing copy, storyline creation, and global translation in many languages. For news, email, meeting minutes, and information synthesis.
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    NVIDIA DGX Cloud
    NVIDIA DGX Cloud offers a fully managed, end-to-end AI platform that leverages the power of NVIDIA’s advanced hardware and cloud computing services. This platform allows businesses and organizations to scale AI workloads seamlessly, providing tools for machine learning, deep learning, and high-performance computing (HPC). DGX Cloud integrates seamlessly with leading cloud providers, delivering the performance and flexibility required to handle the most demanding AI applications. This service is ideal for businesses looking to enhance their AI capabilities without the need to manage physical infrastructure.
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    NVIDIA Triton Inference Server
    NVIDIA Triton™ inference server delivers fast and scalable AI in production. Open-source inference serving software, Triton inference server streamlines AI inference by enabling teams deploy trained AI models from any framework (TensorFlow, NVIDIA TensorRT®, PyTorch, ONNX, XGBoost, Python, custom and more on any GPU- or CPU-based infrastructure (cloud, data center, or edge). Triton runs models concurrently on GPUs to maximize throughput and utilization, supports x86 and ARM CPU-based inferencing, and offers features like dynamic batching, model analyzer, model ensemble, and audio streaming. Triton helps developers deliver high-performance inference aTriton integrates with Kubernetes for orchestration and scaling, exports Prometheus metrics for monitoring, supports live model updates, and can be used in all major public cloud machine learning (ML) and managed Kubernetes platforms. Triton helps standardize model deployment in production.
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    NVIDIA Blueprints
    NVIDIA Blueprints are reference workflows for agentic and generative AI use cases. Enterprises can build and operationalize custom AI applications, creating data-driven AI flywheels, using Blueprints along with NVIDIA AI and Omniverse libraries, SDKs, and microservices. Blueprints also include partner microservices, reference code, customization documentation, and a Helm chart for deployment at scale. With NVIDIA Blueprints, developers benefit from a unified experience across the NVIDIA stack, from cloud and data centers to NVIDIA RTX AI PCs and workstations. Use NVIDIA Blueprints to create AI agents that use sophisticated reasoning and iterative planning to solve complex problems. Check out new NVIDIA Blueprints, which equip millions of enterprise developers with reference workflows for building and deploying generative AI applications. Connect AI applications to enterprise data using industry-leading embedding and reranking models for information retrieval at scale.
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    NVIDIA AI Enterprise
    The software layer of the NVIDIA AI platform, NVIDIA AI Enterprise accelerates the data science pipeline and streamlines development and deployment of production AI including generative AI, computer vision, speech AI and more. With over 50 frameworks, pretrained models and development tools, NVIDIA AI Enterprise is designed to accelerate enterprises to the leading edge of AI, while also simplifying AI to make it accessible to every enterprise. The adoption of artificial intelligence and machine learning has gone mainstream, and is core to nearly every company’s competitive strategy. One of the toughest challenges for enterprises is the struggle with siloed infrastructure across the cloud and on-premises data centers. AI requires their environments to be managed as a common platform, instead of islands of compute.
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    NVIDIA Tokkio
    Intelligent AI-powered customer service agents, anywhere. The cloud-based interactive avatar virtual assistant is built using the NVIDIA Tokkio customer service AI workflow to enable interactive avatars that see, perceive, intelligently converse, and provide recommendations to enhance the customer service experience. Serious about building interactive avatars hosted in the cloud? Want to try out the Tokkio web-based demo for yourself? Please join our Tokkio Early Access Program and share more about your use case. Please register or log in using your company email credentials to help us evaluate and grant access. Thanks for your patience as we expand this program. NVIDIA Tokkio leverages Omniverse Avatar Cloud Engine (ACE), a suite of cloud-native AI models and services that make it easier to build and customize lifelike virtual assistants and digital humans. ACE is built on top of NVIDIA’s Unified Compute Framework (UCF).
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    Streamlit

    Streamlit

    Streamlit

    Streamlit. The fastest way to build and share data apps. Turn data scripts into sharable web apps in minutes. All in Python. All for free. No front-end experience required. Streamlit combines three simple ideas. Embrace Python scripting. Build an app in a few lines of code with our magically simple API. Then see it automatically update as you save the source file. Weave in interaction. Adding a widget is the same as declaring a variable. No need to write a backend, define routes, handle HTTP requests, etc. Deploy instantly. Use Streamlit’s sharing platform to effortlessly share, manage, and collaborate on your apps. A minimal framework for powerful apps. Face-GAN explorer. App that uses Shaobo Guan’s TL-GAN project from Insight Data Science, TensorFlow, and NVIDIA's PG-GAN to generate faces that match selected attributes. Real time object detection. An image browser for the Udacity self-driving-car dataset with real-time object detection.