NVIDIA DRIVE Integrations

JSCAST® casting simulation, now available in Turkey, delivers the most accurate results for various casting techniques, including sand casting, pressure die casting, investment casting, lost foam, and tilt casting. This innovative tool ensures your casting success with its verified performance. With JSCAST®, you can utilize all the processors on your computer (CPU) without incurring extra costs. Our established methods for casting and process design incorporate both new techniques and traditional principles, providing the competitive edge necessary in the modern global marketplace. When utilizing JSCAST® for your designs, you will create castings with precise geometries that optimize the flow of liquid metal and strategically position runners, gates, overflows, and cooling lines. Furthermore, if necessary, you can incorporate features like squeeze pins, vacuum channels, vent holes, and chillers in iron casting. By making informed decisions from the outset, you will enhance your profitability and effectiveness in production. Ultimately, JSCAST® empowers you to refine your casting processes for maximum efficiency and success.

Create your model in real-time as an interactive graph, enabling you to observe the data traversing through the visualized structure of your model. You can also modify the architecture at its most fundamental level. Graphbook offers complete transparency without hidden complexities, allowing you to see everything clearly. It performs live checks on data types and shapes, providing clear and comprehensible error messages that facilitate quick and efficient debugging. By eliminating the need to manage software dependencies and environmental setups, Graphbook enables you to concentrate on the architecture of your model and the flow of data while providing the essential computing resources. Cerbrec Graphbook serves as a visual integrated development environment (IDE) for AI modeling, simplifying what can often be a tedious development process into a more approachable experience. With an expanding community of machine learning practitioners and data scientists, Graphbook supports developers in fine-tuning language models like BERT and GPT, whether working with text or tabular data. Everything is seamlessly managed from the start, allowing you to visualize your model's behavior just as it will operate in practice, ensuring a smoother development journey. Additionally, the platform promotes collaboration by allowing users to share insights and techniques within the community.

Self-custody empowers individuals with complete authority over their assets, ensuring that trading remains decentralized and adheres to regulations. The dawn of a new financial era has arrived, inviting you to connect your wallet and discover the pinnacle of blockchain-based trading. This represents the highest benchmark in blockchain finance, allowing users to trade real-world assets (RWAs) on-chain today, with the assurance that they are 100% asset-backed and compliant with regulations. Emphasizing Web3 self-custody and transparent protocols, we never take possession of your assets. Our proven infrastructure guarantees full transparency, facilitating secure and efficient trading. Through Swarm, any asset can undergo tokenization and be traded within a regulated framework, encompassing diverse options such as real estate, carbon credits, private holdings, stocks, and bonds. You can also integrate a tailored marketplace into your ecosystem via the Swarm platform. Notably, Swarm stands as the pioneering entity globally to provide tokenized US Treasury bills and publicly traded stocks on a regulated and decentralized platform. This innovative approach is set to unveil fresh possibilities for both retail investors and institutional market players, ultimately transforming how assets are exchanged in the market. As we continue to evolve, the potential for creating new financial products and services is limitless.

Our advanced storage systems are capable of efficiently managing millions of small, random files to support GPU-based training servers, significantly speeding up the overall training process. We provide high-bandwidth, low-latency network solutions that facilitate seamless connections between distributed training servers while enabling smooth data transfer from storage to servers. Unlike other cloud providers that impose additional fees for data retrieval, which can quickly accumulate, we strive to be an integral part of your team. Collaborating with you, we assist in establishing scheduling services, advise on best practices, and deliver exceptional support tailored to your needs. Recognizing that workflows differ across organizations, Cirrascale is committed to ensuring that you receive the most suitable solutions to achieve optimal results. Uniquely, we are the only provider that collaborates closely with you to customize your cloud instances, enhancing performance, eliminating bottlenecks, and streamlining your workflow. Additionally, our cloud-based solutions are designed to accelerate your training, simulation, and re-simulation processes, yielding faster outcomes. By prioritizing your unique requirements, Cirrascale empowers you to maximize your efficiency and effectiveness in cloud operations.

Effortlessly anonymize faces, license plates, bodies, and vehicles with our user-friendly solution that seamlessly integrates across all platforms. Address privacy concerns for a diverse array of commercial and industrial applications. Leading global companies place their confidence in our products and expertise as we tackle anonymization issues, allowing you to concentrate on your primary business objectives. Our dedicated team is committed to supporting you throughout your privacy enhancement process. With a strong emphasis on Data Protection, we implement robust measures to ensure compliance with GDPR and other relevant data protection regulations. You have the option to utilize our cloud service for all processing needs, or deploy our Docker container within your on-premise or private/public cloud environments. Our pricing structure is based on a fee per image or video hour, and we offer a demo account that allows you to test our services free of charge. In just seconds, you can blur faces, license plates, individuals, and vehicles in images using a straightforward REST call, making privacy protection both efficient and accessible. By choosing our solution, you not only safeguard sensitive information but also streamline your operations for better efficiency.

Experience the convenience of on-demand cloud computing instances while benefiting from the cost savings associated with Reserved Instances (RIs)—all without any long-term commitments. Reyki's RI autopilot leverages advanced AI technology to continuously monitor, assess, and enhance your computing resources, ensuring that the most advantageous RI rates are applied automatically. By choosing Reyki AI, you can start seeing significant reductions in your cloud expenses right away. Furthermore, Reyki AI will assist you in optimizing your resources even more by reallocating any excess RIs, thereby minimizing unnecessary costs related to underutilized computing power. Allow us to handle the complexities of the market, acting as a facilitator for both buyers and sellers. You won't need to build, install, or configure anything—just sign up for Reyki AI and begin cutting your cloud computing costs instantly. Our straightforward mission is to help organizations lower their cloud-related expenditures. Founded by specialists in cloud computing and artificial intelligence, we aim to eliminate the substantial waste often associated with cloud services through a blend of intelligent software, automation, and strategic pricing adjustments. By utilizing our services, you empower your business to streamline cloud usage and maximize efficiency.

In the fast-changing realm of climate technology, energy firms find it challenging to pinpoint new market prospects for emerging enterprises. The sheer volume of data they need to analyze hampers their ability to make informed choices, leading to extensive manual research efforts that can introduce human error. Enki addresses these challenges by enabling climate tech firms to extract billions of data points from the internet and synthesize them into actionable reports. It covers a wide range of information, including competitor initiatives, investment trends, and hiring patterns, providing invaluable forward-looking insights that empower energy companies to make quicker, data-driven decisions. The only comparable alternative to Enki is a dedicated data team that executes thousands of queries across platforms like Google, LinkedIn, and Crunchbase to gather necessary insights for business development teams. However, Enki differentiates itself by requiring training akin to that of a market research analyst, after which it continuously monitors the web around the clock to uncover pertinent B2B signals related to markets, accounts, and individuals. This efficiency not only saves time but also enhances the precision of insights, helping companies stay ahead in a competitive landscape.

Autogon stands out as a premier company in the realms of AI and machine learning, dedicated to demystifying advanced technology to provide businesses with innovative and accessible solutions that enhance data-informed decision-making and strengthen their competitive edge globally. Uncover the transformative capabilities of Autogon models, which enable various industries to tap into the advantages of AI, thereby promoting innovation and accelerating growth across a multitude of fields. Step into the future of artificial intelligence with Autogon Qore, a comprehensive solution offering image classification, text generation, visual question and answer, sentiment analysis, voice cloning, and much more. By adopting these advanced AI features, your business can thrive, facilitating informed decision-making and optimizing operations while minimizing the need for deep technical knowledge. Equip engineers, analysts, and scientists with the tools necessary to fully exploit the capabilities of artificial intelligence and machine learning in their initiatives and research endeavors. Furthermore, you can develop tailored software solutions using user-friendly APIs and integration SDKs, ensuring that your unique needs are met with precision. Embrace the potential of AI to not only enhance productivity but also to transform the way your organization approaches challenges and opportunities in the marketplace.

The Gemma family consists of advanced, lightweight models developed using the same innovative research and technology as the Gemini models. These cutting-edge models are equipped with robust security features that promote responsible and trustworthy AI applications, achieved through carefully curated data sets and thorough refinements. Notably, Gemma models excel in their various sizes—2B, 7B, 9B, and 27B—often exceeding the performance of some larger open models. With the introduction of Keras 3.0, users can experience effortless integration with JAX, TensorFlow, and PyTorch, providing flexibility in framework selection based on specific tasks. Designed for peak performance and remarkable efficiency, Gemma 2 is specifically optimized for rapid inference across a range of hardware platforms. Furthermore, the Gemma family includes diverse models that cater to distinct use cases, ensuring they adapt effectively to user requirements. These lightweight language models feature a decoder and have been trained on an extensive array of textual data, programming code, and mathematical concepts, which enhances their versatility and utility in various applications.

Armada is pioneering the first comprehensive edge computing platform globally, transforming connectivity, computing, and artificial intelligence solutions to be deployed wherever they are most needed across the planet. As the pace of globalization quickens, the necessity for advanced edge computing technology continues to rise. Our all-encompassing edge computing solution is crafted to support industrial enterprises in flourishing in any location, even in the most isolated regions. In today's landscape, data represents a vital resource akin to oil, while speed has become an essential asset for business success. We enable you to scale with ease and seize control like never before. Whether you are looking to broaden your network or optimize existing infrastructures, our software streamlines the entire process. We assist companies in effectively managing and enhancing their Starlink fleet, ensuring unmatched connectivity at the edge. With our solutions, you can tap into a realm of continuous satellite monitoring and management capabilities. By choosing our platform, you will experience remarkable benefits that elevate connectivity, simplify operations, and enhance overall productivity. Moreover, our commitment to innovation ensures that your business is always equipped with the latest tools and technologies to stay ahead in a competitive landscape.

Develop your own XR content to transform your training procedures, create enhanced maintenance manuals, and explore many other possibilities. Our strong partnerships with industry specialists ensure that you receive digitized virtual content tailored to your business at the most competitive prices available. EyeFlow serves as a comprehensive platform for generating content across augmented reality, virtual reality, and mixed reality, aiming to streamline the adoption of these innovative technologies while maximizing their benefits for various applications such as training, maintenance assistance, marketing, engineering design, remote support, and inspection services. Numerous leading companies across different sectors place their trust in us, leveraging EyeFlow to unlock the full capabilities of XR technologies within their organizations in a sustainable and organized manner, achieving cost efficiency without the need to rely on external support. With EyeFlow, you can independently create your AR and VR content, eliminating the need for expensive expert personnel and materials. This approach not only helps you cut costs but also boosts your productivity by an impressive 350%, significantly enhancing your maintenance documentation process while allowing for continuous improvement and innovation.

Liberate designers from mundane and repetitive tasks that drain their time and creativity. The process of preparing intricate drawings can be both laborious and prone to mistakes, consuming valuable time that could be better spent on high-impact activities rather than mere busywork. Conventional techniques for generating 2D fabrication drawings often result in significant time wastage, which can prolong project timelines and escalate operational expenses. Engineers with expertise frequently find themselves ensnared in monotonous drawing tasks, hindering them from concentrating on the more intricate and innovative components of their projects. Furthermore, the manual drawing approach is vulnerable to human errors, which can lead to discrepancies and inaccuracies that may trigger serious manufacturing challenges downstream. Consequently, delays in design and drafting can result in halted production lines. Teams aim to maintain continuous and seamless operation of their manufacturing processes to optimize overall efficiency. DraftAid eliminates the friction and errors associated with drawing, ensuring a smoother workflow. Seamlessly integrating with your current CAD software, DraftAid enhances your existing processes while allowing designers to focus on what truly matters. By streamlining the drawing process, it not only saves time but also significantly boosts productivity and accuracy in design workflows.

Jamba stands out as the most potent and effective long context model, specifically designed for builders while catering to enterprise needs. With superior latency compared to other leading models of similar sizes, Jamba boasts a remarkable 256k context window, the longest that is openly accessible. Its innovative Mamba-Transformer MoE architecture focuses on maximizing cost-effectiveness and efficiency. Key features available out of the box include function calls, JSON mode output, document objects, and citation mode, all designed to enhance user experience. Jamba 1.5 models deliver exceptional performance throughout their extensive context window and consistently achieve high scores on various quality benchmarks. Enterprises can benefit from secure deployment options tailored to their unique requirements, allowing for seamless integration into existing systems. Jamba can be easily accessed on our robust SaaS platform, while deployment options extend to strategic partners, ensuring flexibility for users. For organizations with specialized needs, we provide dedicated management and continuous pre-training, ensuring that every client can leverage Jamba’s capabilities to the fullest. This adaptability makes Jamba a prime choice for enterprises looking for cutting-edge solutions.

Netris sets itself apart from conventional network automation solutions by delivering a cloud provider-like approach to network automation and abstraction that caters to both multi-tenant public clouds and private cloud infrastructures. You can oversee resilient networks on your own hardware at any scale, facilitating the provision of private, public, and GPU cloud services seamlessly. By simply connecting your hardware, you can allow Netris software to manage the complexities for you. Netris offers a cohesive control plane that supports a range of networking needs for diverse workloads in multi-tenant cloud settings, from traditional networking gear to AI/ML-optimized NVIDIA Spectrum-X GPU network fabrics. It empowers users to implement crucial cloud networking elements, including Virtual Private Clouds (VPCs), internet gateways, NAT gateways, network access control, elastic load balancers, DHCP, and more, while ensuring compatibility with bare metal, virtual machines, Docker, and Kubernetes workloads. With Netris, organizations can effortlessly scale their network operations while maintaining high levels of performance and reliability.

SquareML is an innovative platform that eliminates the need for coding, making advanced data analytics and predictive modeling accessible to a wider audience, especially within the healthcare field. It empowers users with varying levels of technical ability to utilize machine learning tools without requiring in-depth programming skills. This platform excels in aggregating data from a range of sources, such as electronic health records, claims databases, medical devices, and health information exchanges. Among its standout features are a user-friendly data science lifecycle, generative AI models tailored for healthcare needs, the ability to convert unstructured data, a variety of machine learning models to forecast patient outcomes and disease advancement, and a collection of pre-existing models and algorithms. Additionally, it facilitates smooth integration with multiple healthcare data sources. By providing AI-driven insights, SquareML aims to simplify data workflows, elevate diagnostic precision, and ultimately enhance patient care outcomes, thereby fostering a healthier future for all.

Aviz delivers a versatile data-focused framework that remains independent of vendors and accommodates various ASICs, switches, network operating systems, cloud environments, and large language models, while also integrating effectively with AI and security tools. Tailored for the open-source networking paradigm, it functions smoothly with current network setups, facilitating an effortless transition. By allowing clients the freedom to select their solutions without being tied to a specific vendor, Aviz ensures an enterprise-quality experience in a diverse multi-vendor landscape. Moreover, our conversational tool unlocks valuable insights and empowers generative AI capabilities throughout your network, providing immediate answers to inquiries ranging from compliance to capacity planning. Users can enjoy seamless integration alongside a guaranteed 40% return on investment through non-intrusive, predefined AI applications customized for their unique needs. Additionally, substantial cost savings can be realized with our software-defined packet broker compatible with users' preferred switches, all while harnessing the benefits of open-source technology. This comprehensive approach not only enhances operational efficiency but also positions organizations to thrive in an increasingly complex digital environment.

Langflow serves as a low-code AI development platform that enables the creation of applications utilizing agentic capabilities and retrieval-augmented generation. With its intuitive visual interface, developers can easily assemble intricate AI workflows using drag-and-drop components, which streamlines the process of experimentation and prototyping. Being Python-based and independent of any specific model, API, or database, it allows for effortless integration with a wide array of tools and technology stacks. Langflow is versatile enough to support the creation of intelligent chatbots, document processing systems, and multi-agent frameworks. It comes equipped with features such as dynamic input variables, fine-tuning options, and the flexibility to design custom components tailored to specific needs. Moreover, Langflow connects seamlessly with various services, including Cohere, Bing, Anthropic, HuggingFace, OpenAI, and Pinecone, among others. Developers have the option to work with pre-existing components or write their own code, thus enhancing the adaptability of AI application development. The platform additionally includes a free cloud service, making it convenient for users to quickly deploy and test their projects, fostering innovation and rapid iteration in AI solutions. As a result, Langflow stands out as a comprehensive tool for anyone looking to leverage AI technology efficiently.

Kiin is an innovative platform that utilizes artificial intelligence to boost creativity and productivity in various fields including academics, business, and personal life. It provides a wide range of tools such as an essay generator, research assistant, lesson explainer, business plan creator, cover letter builder, SEO enhancer, gift suggestion tool, image generator, and lyric composer. The standout feature of Kiin is its Nimbus Ai 5.0, which integrates the capabilities of top-tier models like GPT-4, WatsonX, Llama2, and Falcon, developed with expert insights and enhanced through human training. This user-friendly platform is compatible with all devices and prioritizes user privacy and the security of data. Additionally, Kiin is proud to be part of the NVIDIA Inception Program, which allows it to leverage NVIDIA's advanced AI technologies and GPU capabilities. At the intersection of artificial intelligence and creativity, Kiin empowers users to generate high-quality content effortlessly and with confidence. Whether you need to write more quickly, improve your content quality, or streamline your processes, Kiin offers the tools to elevate your brand and foster growth through AI-driven productivity. Embrace the future of content creation with Kiin, where your ideas can flourish.

Tumeryk Inc. focuses on cutting-edge security solutions for generative AI, providing tools such as the AI Trust Score that facilitates real-time monitoring, risk assessment, and regulatory compliance. Our innovative platform enables businesses to safeguard their AI systems, ensuring that deployments are not only reliable and trustworthy but also adhere to established policies. The AI Trust Score assesses the potential risks of utilizing generative AI technologies, which aids organizations in complying with important regulations like the EU AI Act, ISO 42001, and NIST RMF 600.1. This score evaluates the dependability of responses generated by AI, considering various risks such as bias, susceptibility to jailbreak exploits, irrelevance, harmful content, potential leaks of Personally Identifiable Information (PII), and instances of hallucination. Additionally, it can be seamlessly incorporated into existing business workflows, enabling companies to make informed decisions on whether to accept, flag, or reject AI-generated content, thereby helping to reduce the risks tied to such technologies. By implementing this score, organizations can foster a safer environment for AI deployment, ultimately enhancing public trust in automated systems.

Echo AI stands as the pioneering conversation intelligence platform that is inherently generative AI-based, converting every utterance from customers into actionable insights aimed at fostering growth. It meticulously examines each conversation across various channels with a depth akin to human understanding, equipping leaders with solutions to crucial strategic inquiries that promote both growth and customer retention. Developed entirely with generative AI technology, Echo AI is compatible with all leading third-party and hosted large language models, simultaneously integrating new models as they emerge to maintain access to cutting-edge advancements. Users can initiate conversation analysis right away without requiring any training, or they can take advantage of advanced prompt-level customization tailored to specific needs. The platform's architecture produces an impressive volume of data points from millions of conversations, achieving over 95% accuracy and is specifically designed for enterprise-scale operations. Additionally, Echo AI is adept at identifying nuanced intent and retention signals from customer interactions, thus enhancing its overall utility and effectiveness in business strategy. This ensures that organizations can capitalize on customer insights in real-time, paving the way for improved decision-making and customer engagement.

Frenos stands out as the pioneering autonomous platform for Operational Technology (OT) security assessment, engineered to proactively evaluate, prioritize, and protect critical infrastructure without interfering with operational activities. Specifically tailored for OT environments, this innovative platform autonomously assesses and addresses risks across all sixteen sectors of critical infrastructure. Leveraging a digital network twin alongside an AI reasoning agent, it meticulously analyzes potential adversarial tactics, techniques, and procedures, delivering contextual and prioritized remediation recommendations that are tailored to OT environments. This advanced methodology empowers organizations to effectively minimize risks and bolster their security posture. Furthermore, Frenos has forged strategic alliances with prominent industry players, including Claroty, Forescout, NVIDIA, Dragos, Palo Alto Networks, Tenable, and Rapid7. Founded with the mission to assist enterprises in protecting their most prized assets—ranging from oil rigs and medical devices to electric substations and financial transaction systems—Frenos is redefining the landscape of OT security. As the threat landscape evolves, this platform continues to adapt, ensuring that organizations remain a step ahead of potential vulnerabilities.

vLLM is an advanced library tailored for the efficient inference and deployment of Large Language Models (LLMs). Initially created at the Sky Computing Lab at UC Berkeley, it has grown into a collaborative initiative enriched by contributions from both academic and industry sectors. The library excels in providing exceptional serving throughput by effectively handling attention key and value memory through its innovative PagedAttention mechanism. It accommodates continuous batching of incoming requests and employs optimized CUDA kernels, integrating technologies like FlashAttention and FlashInfer to significantly improve the speed of model execution. Furthermore, vLLM supports various quantization methods, including GPTQ, AWQ, INT4, INT8, and FP8, and incorporates speculative decoding features. Users enjoy a seamless experience by integrating easily with popular Hugging Face models and benefit from a variety of decoding algorithms, such as parallel sampling and beam search. Additionally, vLLM is designed to be compatible with a wide range of hardware, including NVIDIA GPUs, AMD CPUs and GPUs, and Intel CPUs, ensuring flexibility and accessibility for developers across different platforms. This broad compatibility makes vLLM a versatile choice for those looking to implement LLMs efficiently in diverse environments.

Specifically designed to deploy AI seamlessly across all types of data, our solution maximizes the potential of your unstructured information, enabling you to access, prepare, train, optimize, and implement AI without constraints. We have integrated our top-tier file and object storage options, such as PowerScale, ECS, and ObjectScale, with our PowerEdge servers and a contemporary, open data lakehouse framework. This combination empowers you to harness AI for your unstructured data, whether on-site, at the edge, or in any cloud environment, ensuring unparalleled performance and limitless scalability. Additionally, you can leverage a dedicated team of skilled data scientists and industry professionals who can assist in deploying AI applications that yield significant benefits for your organization. Moreover, safeguard your systems against cyber threats with robust software and hardware security measures alongside immediate threat detection capabilities. Utilize a unified data access point to train and refine your AI models, achieving the highest efficiency wherever your data resides, whether that be on-premises, at the edge, or in the cloud. This comprehensive approach not only enhances your AI capabilities but also fortifies your organization's resilience against evolving security challenges.

SQream is an advanced data analytics platform powered by GPU technology that allows companies to analyze large and intricate datasets with remarkable speed and efficiency. By utilizing NVIDIA's powerful GPU capabilities, SQream can perform complex SQL queries on extensive datasets in a fraction of the time, turning processes that traditionally take hours into mere minutes. The platform features dynamic scalability, enabling organizations to expand their data operations seamlessly as they grow, without interrupting ongoing analytics workflows. SQream's flexible architecture caters to a variety of deployment needs, ensuring it can adapt to different infrastructure requirements. Targeting sectors such as telecommunications, manufacturing, finance, advertising, and retail, SQream equips data teams with the tools to extract valuable insights, promote data accessibility, and inspire innovation, all while significantly cutting costs. This ability to enhance operational efficiency provides a competitive edge in today’s data-driven market.

SafePointe, developed by SoundThinking, is an advanced AI-driven system designed to detect concealed weapons in environments with high foot traffic. Each detection lane features two discreet metal bollards set 8–10 feet apart, integrated with cutting-edge 3D cameras and an NVIDIA edge processor that runs a sophisticated AI model. As people pass through, the system employs magnetic moment technology to recognize the digital signatures of magnetically conductive items, while also evaluating motion data to assess direction, velocity, and movement patterns. In the event of a potential threat, human analysts promptly review the information within 10 seconds to eliminate false alarms, such as armed security staff. If a genuine threat is confirmed, the system instantly alerts the facility's security team via the SafePointe app, providing images along with brief video clips that identify the suspect. This technology allows for unmanned screening, significantly lowering operational costs, and is safe for individuals with medical devices because of its non-invasive screening methods. Moreover, SafePointe offers a reliable solution for enhancing security in various settings without compromising public safety.

CADDIE (Computer-Aided Detection for Endoscopy) is an innovative AI software created by Odin Vision, aimed at enhancing the ability of endoscopists to identify and evaluate colorectal polyps during colonoscopy. Utilizing the robust cloud infrastructure provided by NVIDIA, CADDIE processes live video feeds from traditional white-light endoscopes, offering visual indicators that point out areas of concern for potential polyps. This system classifies polyps into adenomas and non-adenomas, which supports healthcare professionals in making well-informed choices regarding resection and histopathology. Moreover, CADDIE evaluates bowel cleanliness by calculating the percentage of visible mucosa and identifies the appendiceal orifice to ensure successful cecal intubation. Its cloud-based design facilitates effortless software updates, eliminating the necessity for on-site technical interventions. Additionally, CADDIE is built to work seamlessly with existing endoscopy equipment and can be integrated into current clinical practices with little to no training needed, making it a valuable tool in modern gastroenterology. Overall, this technology aims to improve patient outcomes and enhance the accuracy of colorectal screenings.

The Linker VisionAI Platform offers a holistic, all-in-one solution for vision AI, incorporating elements of simulation, training, and deployment to enhance the capabilities of smart cities and businesses. It is built around three essential components: Mirra, which generates synthetic data through NVIDIA Omniverse and NVIDIA Cosmos; DataVerse, which streamlines data curation, annotation, and model training with NVIDIA NeMo and NVIDIA TAO; and Observ, designed for the deployment of large-scale Vision Language Models (VLM) using NVIDIA NIM. This cohesive strategy facilitates a smooth progression from simulated data to practical application, ensuring that AI models are both resilient and flexible. By utilizing urban camera networks and advanced AI technologies, the Linker VisionAI Platform supports a variety of functions, such as managing traffic, enhancing worker safety, and responding to disasters. In addition, its comprehensive capabilities allow organizations to make well-informed decisions in real-time, significantly improving operational efficiency across diverse sectors.

MORAI presents an innovative digital twin simulation platform designed to expedite the development and evaluation of autonomous vehicles, urban air mobility solutions, and maritime autonomous surface vessels. This platform utilizes high-definition mapping and an advanced physics engine to seamlessly connect real-world applications with simulated testing environments, ensuring all critical components for validating autonomous systems are included, such as those for self-driving cars, drones, and unmanned marine vehicles. It features a comprehensive array of sensor models, which encompass cameras, LiDAR, GPS, radar, and Inertial Measurement Units (IMUs). Users have the capability to create intricate and varied testing scenarios derived from actual data, including those based on logs and edge cases. Furthermore, MORAI's cloud-based simulation framework enables safe, efficient, and scalable testing processes, allowing multiple simulations to operate simultaneously while assessing various scenarios in parallel. This robust infrastructure not only enhances the reliability of testing but also significantly reduces the time and costs associated with the development of autonomous technologies.

QumulusAI provides unparalleled supercomputing capabilities, merging scalable high-performance computing (HPC) with autonomous data centers to eliminate bottlenecks and propel the advancement of AI. By democratizing access to AI supercomputing, QumulusAI dismantles the limitations imposed by traditional HPC and offers the scalable, high-performance solutions that modern AI applications require now and in the future. With no virtualization latency and no disruptive neighbors, users gain dedicated, direct access to AI servers that are fine-tuned with the latest NVIDIA GPUs (H200) and cutting-edge Intel/AMD CPUs. Unlike legacy providers that utilize a generic approach, QumulusAI customizes HPC infrastructure to align specifically with your unique workloads. Our partnership extends through every phase—from design and deployment to continuous optimization—ensuring that your AI initiatives receive precisely what they need at every stage of development. We maintain ownership of the entire technology stack, which translates to superior performance, enhanced control, and more predictable expenses compared to other providers that rely on third-party collaborations. This comprehensive approach positions QumulusAI as a leader in the supercomputing space, ready to adapt to the evolving demands of your projects.

VMware Private AI Foundation is a collaborative, on-premises generative AI platform based on VMware Cloud Foundation (VCF), designed for enterprises to execute retrieval-augmented generation workflows, customize and fine-tune large language models, and conduct inference within their own data centers, effectively addressing needs related to privacy, choice, cost, performance, and compliance. This platform integrates the Private AI Package—which includes vector databases, deep learning virtual machines, data indexing and retrieval services, and AI agent-builder tools—with NVIDIA AI Enterprise, which features NVIDIA microservices such as NIM, NVIDIA's proprietary language models, and various third-party or open-source models from sources like Hugging Face. It also provides comprehensive GPU virtualization, performance monitoring, live migration capabilities, and efficient resource pooling on NVIDIA-certified HGX servers, equipped with NVLink/NVSwitch acceleration technology. Users can deploy the system through a graphical user interface, command line interface, or API, thus ensuring cohesive management through self-service provisioning and governance of the model store, among other features. Additionally, this innovative platform empowers organizations to harness the full potential of AI while maintaining control over their data and infrastructure.

Wellzesta’s engagement software designed for senior living revolutionizes operational efficiency by a factor of ten through features like resident self-service, automated processes, and streamlined workflows, effectively modernizing outdated communication methods into widely embraced engagement platforms that foster both resident well-being and organizational development. Functioning as a Community Operating System, it caters to a variety of stakeholders including multiple departments, CEOs, COOs, CFOs, IT teams, life enrichment coordinators, wellness professionals, marketing and sales personnel, as well as residents, their families, prospective residents, and CCaH members. This innovative solution achieves more than 14 million voice-reading plays annually, has onboarded 22,500 new users, and enjoys a commendable recommendation rate of 90%. By integrating personalized content delivery, facilitating two-way communication, offering data-driven insights, and simplifying onboarding processes, Wellzesta consolidates self-service tools, staff notifications, event management, and analytics into a single user-friendly interface, thereby enhancing community engagement, promoting wellness initiatives, and ensuring that communities remain connected and informed, ultimately setting the stage for future growth and success. In doing so, Wellzesta not only enriches the lives of residents but also empowers staff to operate more effectively and efficiently.

Centific has developed a cutting-edge AI data foundry platform that utilizes NVIDIA edge computing to enhance AI implementation by providing greater flexibility, security, and scalability through an all-encompassing workflow orchestration system. This platform integrates AI project oversight into a singular AI Workbench, which manages the entire process from pipelines and model training to deployment and reporting in a cohesive setting, while also addressing data ingestion, preprocessing, and transformation needs. Additionally, RAG Studio streamlines retrieval-augmented generation workflows, the Product Catalog efficiently organizes reusable components, and Safe AI Studio incorporates integrated safeguards to ensure regulatory compliance, minimize hallucinations, and safeguard sensitive information. Featuring a plugin-based modular design, it accommodates both PaaS and SaaS models with consumption monitoring capabilities, while a centralized model catalog provides version control, compliance assessments, and adaptable deployment alternatives. The combination of these features positions Centific's platform as a versatile and robust solution for modern AI challenges.

Cosmian’s Data Protection Suite offers a robust and advanced cryptography solution designed to safeguard sensitive data and applications, whether they are actively used, stored, or transmitted through cloud and edge environments. This suite features Cosmian Covercrypt, a powerful hybrid encryption library that combines classical and post-quantum techniques, providing precise access control with traceability; Cosmian KMS, an open-source key management system that facilitates extensive client-side encryption dynamically; and Cosmian VM, a user-friendly, verifiable confidential virtual machine that ensures its own integrity through continuous cryptographic checks without interfering with existing operations. Additionally, the AI Runner known as “Cosmian AI” functions within the confidential VM, allowing for secure model training, querying, and fine-tuning without the need for programming skills. All components are designed for seamless integration via straightforward APIs and can be quickly deployed through marketplaces such as AWS, Azure, or Google Cloud, thus enabling organizations to establish zero-trust security frameworks efficiently. The suite’s innovative approach not only enhances data security but also streamlines operational processes for businesses across various sectors.

Phi-4-mini-flash-reasoning is a 3.8 billion-parameter model that is part of Microsoft's Phi series, specifically designed for edge, mobile, and other environments with constrained resources where processing power, memory, and speed are limited. This innovative model features the SambaY hybrid decoder architecture, integrating Gated Memory Units (GMUs) with Mamba state-space and sliding-window attention layers, achieving up to ten times the throughput and a latency reduction of 2 to 3 times compared to its earlier versions without compromising on its ability to perform complex mathematical and logical reasoning. With a support for a context length of 64K tokens and being fine-tuned on high-quality synthetic datasets, it is particularly adept at handling long-context retrieval, reasoning tasks, and real-time inference, all manageable on a single GPU. Available through platforms such as Azure AI Foundry, NVIDIA API Catalog, and Hugging Face, Phi-4-mini-flash-reasoning empowers developers to create applications that are not only fast but also scalable and capable of intensive logical processing. This accessibility allows a broader range of developers to leverage its capabilities for innovative solutions.

Naptha serves as a modular platform designed for autonomous agents, allowing developers and researchers to create, implement, and expand cooperative multi-agent systems within the agentic web. Among its key features is Agent Diversity, which enhances performance by orchestrating a variety of models, tools, and architectures to ensure continual improvement; Horizontal Scaling, which facilitates networks of millions of collaborating AI agents; Self-Evolved AI, where agents enhance their own capabilities beyond what human design can achieve; and AI Agent Economies, which permit autonomous agents to produce valuable goods and services. The platform integrates effortlessly with widely-used frameworks and infrastructures such as LangChain, AgentOps, CrewAI, IPFS, and NVIDIA stacks, all through a Python SDK that provides next-generation enhancements to existing agent frameworks. Additionally, developers have the capability to extend or share reusable components through the Naptha Hub and can deploy comprehensive agent stacks on any container-compatible environment via Naptha Nodes, empowering them to innovate and collaborate efficiently. Ultimately, Naptha not only streamlines the development process but also fosters a dynamic ecosystem for AI collaboration and growth.

Paal presents a comprehensive AI framework designed for the creation, deployment, and oversight of sophisticated AI applications that span both Web2 and Web3 platforms. Users have the capability to craft tailored Paal Bots that provide instant AI support on a variety of subjects or cryptocurrency market insights, alongside white-label offerings for brands or community use, as well as autonomous trading agents that can perform buy and sell transactions based on signals generated by AI, with adjustable settings such as trade volume, profit-taking, and loss prevention measures. The Enterprise Agents suite enhances functionality with features like an intuitive drag-and-drop interface for workflow creation, integrations with REST APIs and knowledge bases, support for IoT agents, and a real-time testing environment, all of which facilitate the automation of intricate processes and smooth connections to third-party systems. Additionally, creative individuals can develop animations and 3D characters while ensuring continuous content distribution across various streaming platforms and social media channels, all while monitoring key performance indicators to gauge effectiveness. This holistic approach empowers users to maximize their AI capabilities and enhance their operational efficiency in diverse sectors.

Artemis employs Generative AI, collaborative multi-agent systems, genetic optimization techniques, and contextual insights to effectively analyze, enhance, and validate codebases on a large scale, converting current repositories into production-ready solutions that elevate performance, minimize technical debt, and guarantee high-quality results for enterprises. By integrating effortlessly with your existing tools and repositories, it utilizes sophisticated indexing and scoring methods to identify optimization possibilities, coordinates various LLMs along with proprietary algorithms to create customized enhancements, and conducts real-time validation and benchmarking to ensure secure and scalable outcomes. Furthermore, a modular Intelligence Engine supports extensions for profiling and security tools, machine learning models aimed at detecting anomalies, and a comprehensive evaluation suite for thorough testing, all meticulously crafted to reduce costs, stimulate innovation, and speed up time-to-market while maintaining smooth operational workflows. This comprehensive approach not only streamlines processes but also empowers teams to focus on strategic development efforts.

IREN’s AI Cloud is a cutting-edge GPU cloud infrastructure that utilizes NVIDIA's reference architecture along with a high-speed, non-blocking InfiniBand network capable of 3.2 TB/s, specifically engineered for demanding AI training and inference tasks through its bare-metal GPU clusters. This platform accommodates a variety of NVIDIA GPU models, providing ample RAM, vCPUs, and NVMe storage to meet diverse computational needs. Fully managed and vertically integrated by IREN, the service ensures clients benefit from operational flexibility, robust reliability, and comprehensive 24/7 in-house support. Users gain access to performance metrics monitoring, enabling them to optimize their GPU expenditures while maintaining secure and isolated environments through private networking and tenant separation. The platform empowers users to deploy their own data, models, and frameworks such as TensorFlow, PyTorch, and JAX, alongside container technologies like Docker and Apptainer, all while granting root access without any limitations. Additionally, it is finely tuned to accommodate the scaling requirements of complex applications, including the fine-tuning of extensive language models, ensuring efficient resource utilization and exceptional performance for sophisticated AI projects.

Kipps.AI serves as a robust platform tailored for enterprises aiming to create and implement AI agents across various channels like voice, chat, and WhatsApp, efficiently managing millions of dialogues with a level of human-like intelligence and the reliability expected in large-scale operations. This solution empowers businesses to customize agents for various purposes, including lead qualification, appointment scheduling, customer support, and beyond, all while seamlessly integrating with CRM systems, telephony solutions, and numerous other operational tools. With over 100 ready-to-use integrations, including popular platforms like Salesforce, HubSpot, WhatsApp, Slack, and Zoom, Kipps.AI offers a wealth of features such as comprehensive analytics at both the model and agent levels, conversation transcription capabilities, real-time call streaming, sentiment analysis, and the ability to escalate interactions to human representatives when necessary. Furthermore, the platform ensures enterprise-level security compliance, boasting certifications like SOC 2 Type II, ISO 27001, and HIPAA-readiness, alongside PCI DSS Level 1 standards and options for zero data retention, making it a trustworthy choice for organizations looking to enhance their customer engagement strategies. In addition, Kipps.AI's advanced technology makes it not just a tool, but a strategic partner for businesses seeking to innovate and improve their communication processes.

Dive CAE is a cloud-based software platform designed for computational fluid dynamics that empowers engineers to model intricate fluid dynamics phenomena, including free-surface flows, multiphase interactions, heat transfer, and the dynamics of moving machinery, all through a mesh-free Smoothed Particle Hydrodynamics approach. Accessible directly from a web browser and optimized for high-performance computing systems, it eliminates the need for local hardware or installation processes. This innovative mesh-free method facilitates the modeling of complex geometries, accounts for surface tension, handles non-Newtonian fluids, and addresses transient flow scenarios without the cumbersome meshing and adjustments typical of traditional CFD methods. Users can quickly onboard, usually within a single day, while the software is designed to support parallel design-of-experiment workflows, allowing for numerous iterations to be completed in just hours rather than days. Dive CAE prioritizes collaboration among users, offers a straightforward licensing model (a single license for all), ensures transparent cost management, adheres to data usage governance, and provides scalability through its cloud-based architecture, making it an attractive choice for engineering teams looking to enhance their fluid dynamics simulations. This combination of features not only streamlines the simulation process but also fosters efficient teamwork and innovation in project development.

AWS AI Factories offers a comprehensive, managed solution that integrates powerful AI infrastructure seamlessly into a client’s data center. You provide the necessary space and power, while AWS sets up a secure, dedicated AI environment tailored for both training and inference tasks. The solution incorporates top-tier AI accelerators, including AWS Trainium chips and NVIDIA GPUs, along with low-latency networking, high-performance storage, and direct connections to AWS’s AI services like Amazon SageMaker and Amazon Bedrock. This setup grants users immediate access to foundational models and essential AI tools without the need for separate licensing agreements. AWS takes care of the entire deployment, maintenance, and management processes, which significantly reduces the typical lengthy timeline associated with constructing similar infrastructure. Each installation functions independently, resembling a private AWS Region, ensuring compliance with stringent data sovereignty, regulatory, and compliance standards. This makes it especially advantageous for industries that handle sensitive information, providing peace of mind alongside advanced technology solutions. The combination of high performance and secure access positions AWS AI Factories as a leading choice for organizations seeking to leverage AI effectively.

Cognite offers Cognite Data Fusion, a versatile and secure platform for Industrial DataOps and AI that integrates, contextualizes, and operationalizes a wide array of industrial data types, including time series data, engineering diagrams, IT systems, operational technology, and unstructured information, all within a cohesive industrial knowledge framework. This platform is designed to tackle the intricacies of managing industrial data, boasting over 90 pre-built extractors and connectors that facilitate seamless data ingestion from various industrial systems. Additionally, it features automated and AI-enhanced contextualization to deepen the understanding of the interrelationships between different data types. Users benefit from user-friendly search and visualization capabilities, alongside robust governance tools such as cataloging, data lineage tracking, and secure access controls, which collectively foster trust and reliability among all stakeholders involved. By leveraging these advanced features, organizations can generate data-driven insights and analytics, empowering them to implement AI use cases efficiently on an enterprise scale.

Chainer is a robust, adaptable, and user-friendly framework designed for building neural networks. It facilitates CUDA computation, allowing developers to utilize a GPU with just a few lines of code. Additionally, it effortlessly scales across multiple GPUs. Chainer accommodates a wide array of network architectures, including feed-forward networks, convolutional networks, recurrent networks, and recursive networks, as well as supporting per-batch designs. The framework permits forward computations to incorporate any Python control flow statements without compromising backpropagation capabilities, resulting in more intuitive and easier-to-debug code. It also features ChainerRLA, a library that encompasses several advanced deep reinforcement learning algorithms. Furthermore, with ChainerCVA, users gain access to a suite of tools specifically tailored for training and executing neural networks in computer vision applications. The ease of use and flexibility of Chainer makes it a valuable asset for both researchers and practitioners in the field. Additionally, its support for various devices enhances its versatility in handling complex computational tasks.

Cognata provides comprehensive simulation solutions for the entire product lifecycle aimed at developers of ADAS and autonomous vehicles. Their platform features automatically generated 3D environments along with realistic AI-driven traffic agents, making it ideal for AV simulation. Users benefit from a readily available library of scenarios and an intuitive authoring tool to create countless edge cases for autonomous vehicles. The system allows for seamless closed-loop testing with straightforward integration. It also offers customizable rules and visualization options tailored for autonomous simulation, ensuring that performance is both measured and monitored effectively. The digital twin-grade 3D environments accurately reflect roads, buildings, and infrastructure, down to the finest details such as lane markings, surface materials, and traffic signals. Designed to be globally accessible, the cloud-based architecture is both cost-effective and efficient from the outset. Closed-loop simulation and integration with CI/CD workflows can be achieved with just a few clicks. This flexibility empowers engineers to merge control, fusion, and vehicle models seamlessly with Cognata's comprehensive environment, scenario, and sensor modeling capabilities, enhancing the development process significantly. Furthermore, the platform's user-friendly interface ensures that even those with limited experience can navigate and utilize its powerful features effectively.

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