VK AI Space

VK Tech Rolls Out Unified AI Assistant Across VK WorkSpace Corporate Tools

VK Tech is preparing a unified AI Assistant for its VK WorkSpace platform, along with semantic search and an MCP server to connect autonomous agents. The features target small and medium businesses as well as large corporations by automating routine tasks in messaging, email, and calendar services. Semantic search will allow users to locate documents, emails, and messages by meaning rather than exact titles or phrasing. Meeting recordings will be automatically transcribed with extraction of key topics, decisions, and action items. The AI Assistant launches first in the Messenger module of the On-Premise version, with cloud SaaS availability scheduled for October and later expansion to Mail, Disk, and Calendar. Access remains strictly limited by user permissions and company policies. An MCP server will also be introduced, enabling AI agents to query data, prepare meeting materials, and perform actions inside the platform services, initially supporting Messenger and extending to other modules by year-end.

VK Tech Adds Multi-Level Memory to AI Agents in VK AI Space Platform

VK Tech has introduced a four-layer memory system for AI agents within its VK AI Space platform, enabling them to retain context, reuse materials, and incorporate past employee edits instead of restarting tasks from scratch. The new capability is expected to reduce the share of repeatedly solved tasks by 40–50 percent. Memory layers include session memory for current dialogues, user memory for employee profiles and preferences, project memory for specific project materials and rules, and agent memory for recording successful approaches and human corrections. This transforms AI agents from short-term tools into consistent team participants that can draw on accumulated corporate knowledge during tasks such as tender preparation, incident investigation, and product launches. Access remains strictly limited to information the collaborating employee is authorized to view, with all data stored inside the company perimeter and never sent to external services. Users can review and delete stored information at any time. VK Tech believes the feature will convert individual specialist experience into a persistent organizational asset that carries forward across tasks.