Ilmek Bilgi (Enterprise Knowledge Assistant)

Corporate knowledge gets lost in scattered folders, e-mails and the intranet. Ilmek Bilgi runs semantic search across documents you are authorised to see, answers the question directly and shows the paragraph the answer is based on.

Architecture

• Access-controlled retrieval (RAG): no answer is generated from a document the user cannot see
• Connectors for SharePoint, network drives, Confluence, e-mail and DMS
• Citations, confidence score and ‘I don’t know’ behaviour
• Understanding of tables, PDFs and scanned documents
• Feedback loop and answer-quality dashboard

In HR, compliance, sales engineering and technical service teams, information search time falls by 70% on average.

How to start

A three-week pilot is set up with one team’s documents (for example HR or technical service). Users’ real questions become the evaluation set; correct-answer and citation rates are reported.