Translated with AI from the Russian original.

Tools have appeared for creating multi-agent scenarios, working with corporate databases, and automating business processes

The VK Tech team has introduced an updated version of the VK AI Space enterprise AI platform, numbered 26.3. It includes seven modules designed for developing and implementing AI solutions in business. Companies can connect language and multimodal models, use corporate knowledge bases, create AI agents, and combine them into multi-stage scenarios.

Agents are capable of not only answering questions from employees and customers, but also performing operations in internal systems: calling APIs, working with databases and files. To monitor their work, testing on datasets, configuring access permissions, and checking requests and responses are provided. If an action requires human involvement, the agent can pause execution and request confirmation.

Platform management also includes a role-based access model, quotas, and an audit log. VK AI Space can be deployed on a company’s on-premises infrastructure and used without connecting to the external internet.

Version 26.3 underwent testing according to an approved methodology, including verification of operation in an isolated network perimeter.

The platform has been developing since the beginning of 2026. Previously, a skill system, multi-level memory, multi-agent scenarios, hooks, and libraries of ready-made components were added to it.

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