K2 NeuroTech: PAK-AI

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• Big Data
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• Data Quality Management

PAK-AI is designed to introduce AI technologies for the processing and analysis of Big Data.

2025

PAK-AI 2.0 with G4208P G3 GPU server

K2 NeuroTech presented an updated version of PAK-AI - a solution for fast and safe deployment of on-premium AI infrastructure. It combines the convenience of the cloud platform with compliance with security and import dependence requirements. The updated hardware platform includes six servers from YADRO, including servers for deep learning, inference and big data, as well as the new G4208P G3 GPU server. The modified assembly of Kubernetes increases the efficiency of using GPU resources by up to 30%.

PAK-AI allows you to quickly deploy an IT infrastructure that maximizes the potential of AI, provides a high level of security and compliance with information security regulations, transparent data management, cost effectiveness thanks to built-in charging and IaaS (infrastructure as a service) service, and also reduces the time-to-market for launching business solutions and the threshold for entering AI at the expense of ready-made LLM models and agents that are available and configured for business tasks. The solution is completely customizable: it can be configured for specific customer goals and scaled, increasing the number of server racks or replacing components inside existing ones with more productive ones. The built-in application marketplace has its own SDK (Software Development Kit) for self-management of existing applications and publishing its own.

The presented PAK-AI configuration includes the YADRO G4208P G3 GPU server, which is specially designed for artificial intelligence tasks: training, neuronets information, processing large amounts of data and building distributed AI clusters. The server provides high performance with two to processors Intel 4th and 5th generation. Scalability up to 8 GPUs with NVLINK Bridge support and a wide range of graphics accelerators make it easy to increase load and adapt the platform to new tasks.

YADRO solutions are becoming the basis for artificial intelligence platforms. PAK-AI uses our G4208P G3 GPU servers and other systems that provide performance and scalability for the most demanding tasks. YADRO products serve as a solid technological base for the application platforms of our partners: K2 NeuroTech has brought to the market a ready-made tool for working with AI, completely built on the domestic technology stack and meeting all business needs, "said Pavel Egorov, Director of Products YADRO.

PAK-AI has implemented a modified Kubernetes assembly that provides self-service operation with various accelerators (including PCIe, SXM) in GPU, vGPU MIG format and increases GPU performance by up to 30%. This allows the launch of ML models and significantly reduces the cost of operation. The PAK-AI Cloud AI Studio platform is now available in the PAK-AI marketplace to create applications based on artificial intelligence.

The growth of competition in the market of Russian IT solutions is largely due not only to the challenges of recent years, but also to the emergence of new technological factors. One of the main things is the rapid development of artificial intelligence, which is a radical game changer. It affects not only products, but also business models, the approach to developing, implementing and evaluating the effectiveness of solutions. To keep pace with the market, we strive to adapt PAK-AI to business requests in rapidly changing conditions. The updated version allows you to process more data per unit of time and reduce the total cost of ownership of the infrastructure. Companies get productivity gains without having to increase GPU capacity, "said Svyatoslav Smirnov, head of the division K2 NeuroTech.

PAK-AI for rapid implementation of applied AI in business processes

On June 3, 2025, K2 NeuroTech introduced the PAK-AI software and hardware complex, which allows you to quickly integrate artificial intelligence (AI) into the current IT environment in accordance with the requirements and security policies of the organization. The off-the-shelf solution covers all levels for AI deployment - from computing infrastructure to AI services and user tools.

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Фото: Freepik

According to the company, PAK-AI is a multi-level system and includes hardware, a software platform, as well as application tools for working with data and AI models, promts, visualizations, API integration, and so on.

The hardware and software complex is assembled on the basis server hardware of a leading Russian manufacturer: Yadro six, servers including AI server with eight graphics (GPU processors) and network switchboards KORNFELD. All components are checked for compatibility and ready for high load.

PAK-AI is controlled through a portal - a specialized platform with a graphical interface. It serves as a single entry point for working with computing resources, running models, configuring the environment, and monitoring boot. The platform operates on two types of resources - virtual machines with GPUs for isolated tasks and containers in Kubernetes for flexibility and scalability. The built-in marketplace provides access to pre-installed software: operating systems (Astra Linux, CentOS, RED OS), ML tools, models and development environments. The platform provides data routing, orchestration, monitoring, file system and directory management, backup, and provisioning safety. The use of resources is recorded automatically, and their cost is displayed in the billing section.

ML developers and data scientists have at their disposal all the necessary stack of tools for model administration. In addition to access to popular environments such as TensorFlow, PyTorch, Keras, HuggingFace Transformers, specialists have the ability to deploy their own environments in the form of virtual machines or containers, install additional libraries, use custom images and configurations. Support for building MLOps pipelines using MLflow, Hydra, Optuna contributes to the rapid transition from experiments to production.

The application layer of the platform is a catalog of ready-made agents and models developed by the NeuroTech K2 team. It includes solutions based on both open and vendor models, including YandexGPT mini, GigaChat lite, DeepSeek, Llama, Qwen and others. Users of different levels can train them on corporate data, adapt them to business processes and apply them in application scenarios: from document processing and content generation to automation of client interaction, production analytics and other highly specialized applications. PAK-AI can be applied in various sectors of the economy, including industry, retail, financial sector, pharmaceutical industry and research organizations.

The complex can be built on the basis of domestic equipment and software developed using solutions from the registers of the Ministry of Digital Development and the Ministry of Industry and Trade of Russia, as well as open source software. The variability of the architecture allows customers to strengthen their import independence, comply with regulatory requirements, and maintain the freedom of technological development.

PAK-AI is implemented in IaaS (providing computing resources as a service), PaaS (application marketplace for ML commands, where each specialist gets access to the desired infrastructure and services), SaaS (access to pre-installed applications from third-party vendors). It also allows you to organize an AI as a service service (AIaaS) for internal users who can use LLM models and agents to perform business tasks.

Taking into account current problems and the speed of development of modern technologies, computing equipment is increasingly considered by the market as a hardware platform for artificial intelligence. And we, as manufacturers, are already responding to this request: according to our estimate, companies' investments in the development of infrastructure solutions for AI increased by 40%. As of June 2025, manufacturers and consumers are in a constructive dialogue, understanding the importance of creating a Russian hardware base for solving applied problems in the field of AI and the need to popularize the benefits of practical cases of introducing new technologies. clarified Svetlana Legostaeva, General Director of the Autonomous Non-Profit Organization for the Development of the Radio-Electronic Industry "Consortium" Computing Technology "

The main demand of the market today is to reduce the path from idea to result and make AI a working tool for business. If our PAK-ML solution is focused on data scientists, ML engineers and analysts who create their own models for the specifics of business and industry, then this PAK-AI product is the next step that reduces time-to-market when introducing AI into business processes. The solution provides a convenient interface for managing AI tools, choosing the necessary functions and adapting them to specific tasks, as well as an optimal level of security by placing computing power and ready-made AI tools in the company's IT loop. commented Alexey Zotov, Head of IT Infrastructure at K2Tekh

The development of ready-made software and hardware systems (PAC) is one of the key areas of our cooperation with K2Tekh, our long-standing technological partner. The flexibility and versatility of our solutions allows us to adapt them to various business tasks, including as a reliable hardware platform for modern AI PACS optimize the implementation of AI solutions in the business processes of Russian companies. noted Pavel Egorov, Director of Products at YADRO