iKB by ThoughtsMachine – Enterprise-grade AI knowledgebase with governed accuracy

Summary: iKB is a self-hosted AI knowledge base platform that enables organisations to build conversational interfaces over diverse document libraries. It combines vector-based retrieval with automatic knowledge graph construction to improve accuracy on complex, multi-document queries while ensuring data governance, access control, and operational stability.

What it does

iKB creates conversational interfaces over document collections by integrating vector retrieval and knowledge graph construction for enhanced query accuracy. It supports ingestion of various file types, including spreadsheets and drawings, and enables analytics through dynamic pandas queries.

Who it's for

It is designed for organisations needing secure, governed internal knowledge sharing with controlled access, audit trails, and integration into existing communication channels.

Why it matters

iKB addresses the challenge of delivering accurate, multi-document answers with traceability and data privacy, fitting enterprise requirements for stability, governance, and cost control.