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Enterprise AI assistant for knowledge work

A secure LLM platform for semantic search, document analysis, and retention of enterprise knowledge.

Закрытый корпоративный ИИ-контур объединяет документы, базы знаний и локальную языковую модель
01

Task

Reduce the time spent searching internal information and working with documents without sending sensitive data to public AI services. The solution must respect employee permissions, support multiple file formats, and retain knowledge inside the company.

02

Architecture

The platform combines enterprise documents and knowledge sources with an LLM in one interface. It supports on-premise deployment, isolated infrastructure, and Active Directory integration so access and answers match each user’s role.

03

Work completed

Semantic search and contextual answers across internal materials, PDF, Word, and Excel analysis, document drafting, and discrepancy detection were implemented. The compute environment can operate without external services.

04

Practical outcome

Internal documents become a managed knowledge base with a single access point. Employees find context faster, analyze materials, and retain company expertise in a controlled IT environment.

Technologies and areas
Enterprise LLMSemantic searchOn-premiseActive DirectoryDocument analysis
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