"Astra Group" has launched AMAIA on the Russian market – an agent AI layer of the "Astra Monitoring" platform, designed to analyze data from various sources, multi-step event verification, and prepare clear conclusions about technical incidents, deviations in business processes, and changes in the external information field.
Modern organizations use a large amount of heterogeneous data, including metrics, logs, traces, events from business systems, and information from open sources. Their analysis requires comparing information from different systems, testing hypotheses, and assessing possible consequences. The results of such work can be recorded in correspondence and reports or remain within the expert experience of individual specialists.
AMAIA, according to the developers, complements data collection systems with an analytical layer. The user sets verification parameters in natural language, defines criteria for a normal state, signs requiring attention, and recipients of the results.
AI agents collect information from available sources, compare it with the specified criteria, and generate notifications, reports, or briefs for relevant employees, including on-duty engineers and department heads.
If there is no ready-made tool for verification, AMAIA can create and test the necessary tool, and then save it for reuse. The obtained results replenish the knowledge base and can be used to analyze similar situations. Based on the analysis, the system generates information about the event, its significance, affected objects, and necessary further actions, according to the statement.
AMAIA works with data from "Astra Monitoring" and other customer information systems. The list of sources and integration methods are determined for each project individually.
One of the application scenarios for AMAIA is the regular analysis of open market data. It is stated that the system can compare public company offers, track changes in prices, tariffs, promotions, terms, and product characteristics, and generate short briefs for responsible employees.
Russian market of AI agents for business
The Russian market offers a number of solutions that use AI to analyze events and monitor IT infrastructure. For example, the AIOps platform Artimate collects data from various monitoring systems, applies machine learning to correlate events, find anomalies, and analyze the causes of failures. The platform is included in the register of Russian software and the register of AI solutions of the Ministry of Industry and Trade.
A separate direction is Russian platforms for creating AI agents. These include solutions from Just AI, MTS, Sber, Yandex, and Finmarket Soft, which allow the use of agent scenarios for working with data and information systems. However, the market is still in its formative stage. A 2026 study showed that a significant part of domestic products with declared agent functions are platforms for their assembly or specialized assistants, rather than ready-made universal AI agents.