Just AI Agent Platform for AI Agent Development and Management

The main articles are:

• Speech Recognition (Technology, Market)
• Speech technology: On the path from recognition to understanding
• RPA (Robotic process automation)

2026: Inclusion in the register of Russian software

The platform for creating AI agents and developing multi-agent systems Just AI Agent Platform was officially included in the register of Russian software. Just AI announced this on March 3, 2026.

The decision was entered into the register on February 17, 2026 on the basis of the minutes of the meeting of the expert council of the Ministry of Digital Development, Communications and Mass Media of the Russian Federation (Ministry of Digital Media of the Russian Federation) dated February 6, 2026 No. 68pr. In addition to Agent Platform, five more Just AI products are also included in the domestic software register.

There are few ready-made solutions on the market for the rapid launch of AI agents, especially those that meet security requirements and are suitable for organizations with high data protection standards. The inclusion of our platform in the register of domestic software confirms its reliability and compliance with these standards. This means that Agent Platform can be trusted and safely used where mistakes are expensive, "said Andrey Grabarnik, head of genAI products.

Agent Platform as of March 2026 supports more than 30 ready-made integrations: to CRM systems, databases, RAG, MCP servers, instant messengers, Task trackers and call centers, and also offers ready-made templates for quick launch of AI agents.

Platform SLA reaches 99.95%, which is confirmed by implementations in telecom companies. All these capabilities allow companies to speed up processes and get quick results. In economic terms, this gives a return on investment of 2.5-4 times, and the effects are visible in the first months.

Just AI customers are already getting measurable results. For example, an AI recruiter integrated into the Stream Recruitment platform is able to call hundreds of candidates a day and save companies up to 4.5 million rubles a month.

2025

As part of the solution for launching and using LLM in on-premium infrastructure

Skala^r and developer Just AI have signed an agreement to launch an artificial intelligence partnership aimed at developing AI technologies for corporate clients. The initiative includes the provision of fully pre-configured, ready-to-use platforms for the launch and operation of large language models (LLMs) in the customer's local infrastructure. The cooperation provides for the use of Just AI solutions and hardware and software complexes of Skala^r in the IT landscape of customers, testing and improvements, as well as the exchange of experience in order to accelerate the introduction of AI technologies in financial and other sectors of the economy. The first stage within the framework of the vendor partnership was a series of functional and load tests that confirmed the compatibility of the domestic technological stack of the Artificial Intelligence Machine Skala^r with JUST AI solutions. Rubytech Group announced this on December 17, 2025. Read more here.

Starting the AI Agent Template Directory

Just AI launches the AI agent template directory in the Just AI Agent Platform. The company announced this on December 11, 2025.

The hype period of generative AI is nearing completion, and the business focus is shifting with fear of missing the opportunity to responsibly create and innovate with tangible effect in P & L. Nevertheless, scaling genAI-based solutions still faces difficulties: many experiments, few large-scale implementations.

To simplify and reduce the launch time of the first cases (Proof of Concept, PoC), the Just AI team created a catalog of AI agent templates in Agent Platform - a collection of ready-made launch projects in various functional areas: Customer Support, HR, Marketing, Sales, Operations, Finance and others. This is not just a set of ready-made instructions - it is the result of deep analysis, years of experience and best practices from real business. Each template is a full-fledged start-up project that can be adapted to business tasks independently or with the help of Just AI developers.

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Фото: Just AI

{{quote 'In Russia for 2025, the consumption of generative AI in the clouds has increased 5 times - especially for agenic scenarios and coding automation. At the same time, serious requirements for AI safety and compliance with new Russian standards are being formed, including GOST, FSTEC and regulatory regulations of Roskomnadzor.

The business was actively looking for tools for a quick start, tested hypotheses, and it was based on this experience that requests were formed for universal, proven and secure solutions. Thanks to the template catalog in Just AI Agent Platform, companies can effectively start their projects, avoiding technical difficulties and significantly increasing the speed of entering the market, "said Andrey Grabarnik, head of genAI projects at Just AI.}}

Since the launch of Agent Platform, many real cases have been collected with customers, some of which are already successfully working in production. For example, an AI recruiter MTS successfully selects up to 91% of the necessary candidates and saves the team more than 2 thousand man-hours per month. AI-support in the Mamba application handles up to 30% of requests, and the accuracy of responses is 94% on Russian and up to 78% in Turkish languages. And the AI recruiter of Potok saves up to 4.5 million rubles per month thanks to AI screening of resumes.

A catalog of AI agents is available inside the Just AI Agent Platform in the Templates section of the Just AI cloud, as well as part of the Just AI Agent Platform's delivery to on-prem. They can be used for self-development, as well as become the basis for finalizing a solution based on a turnkey client template.

Launch Agent Platform

Russian developer AI-September Just AI 9, 2025, announced TAdviser the launch of Agent Platform, a single enterprise-level platform (chat-, voice-, workflow-) for creating, managing and scaling solutions based on autonomous AI agents and launching multi-agent systems.

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Фото: Just AI

Companies are faced with the need to support many different platforms and tools, which inhibits digital transformation and increases costs. Agent Platform offers a no-/low-code solution that allows you to create both simple agents for routine tasks within departments, and complex multi-agent systems that cover the entire company.

According to the developers, a significant difference between the platform is the unification of automation of front and back processes in the same environment. For example, one agent can accept and understand the request, and the other can perform the necessary action, all of which work in a single loop without lengthy integrations and additional licenses. AI agents easily fit into workflows, taking into account all the features of enterprise platforms and applications - ready-made integration with more than 30 channels: from RAG databases CRM to provides multi-channel operation and flexibility of interaction. The platform supports seamless integration with large language models, LLM including development,,, OpenAI Anthropic Gemini as well as with popular communication platforms and, messengers such as and. Telegram Slack

For professional developers, a Pro-code environment is provided with full control over the process of creating custom AI agents with deep integration into internal corporate systems and the ability to implement the most non-standard and complex projects while ensuring security and efficiency.

"There is a growing shared sense of FOMO in the business community - the fear of missing out on opportunities that AI agents offer as key drivers of digital transformation. However, there are very few ready-made solutions on the market for their rapid and effective implementation. We offer not only tools for creating AI agents, but also management and scaling capabilities. Our platform allows companies to centrally control their AI systems, effectively manage workflows and constantly optimize them, "said Andrey Grabarnik, head of genAI products.

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Фото: Just AI

According to Just AI, Agent Platform is built with high information security standards in mind and can be deployed both in the cloud and locally, allowing companies to use already concluded IT contracts. At the same time, built-in FinOps tools allow you to track agent performance, control costs, as well as analyze user behavior and receive insights to constantly improve business processes.

According to Andrei Grabarnik, the situation with the introduction of GenAI solutions is largely similar to the situation with the introduction of automation and chat bots at the dawn of their appearance: first, large companies experiment with creating solutions on their own, but it quickly becomes clear that it is easier and more profitable to work with experts focused in a particular area. To conduct full-fledged high-tech development and research inside, you need to have a whole staff of experts and developers, create and maintain your own solutions, which ultimately comes out more expensive and is not always effective and justified, the expert emphasized.

"In the Russian market, there are only a few large companies that, in addition to the main specifics, are actively engaged in the development of their own technologies. At the same time, even they often use products from other vendors, including Just AI products. Therefore, we believe that our new Agent Platform product will be in demand among large businesses first of all, since they have resources and the need for platform solutions that allow scaling the use of technologies in the corporate environment, "concluded Andrey Grabarnik.