01Task
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.
02Architecture
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.
03Work 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.
04Practical 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 areasEnterprise LLMSemantic searchOn-premiseActive DirectoryDocument analysis