Enterprise Knowledge Base

Connect Confluence spaces, Jira projects, SharePoint libraries, Google Drive folders, and internal databases. Sophon continuously syncs and indexes content — pages, tickets, attachments, comments — into a unified knowledge graph with full version tracking.

Ask a question in natural language and get answers sourced from any connected system. Sophon uses vector embeddings (Qdrant) to find relevant information even when exact keywords don't match. Every answer includes source links back to the original document, ticket, or database record.

Upload PDFs, Word docs, spreadsheets, and images in bulk. Sophon extracts text (with OCR for scanned documents), chunks content, generates embeddings, and makes everything searchable within minutes. Supports 50+ file formats through the document processing pipeline.

Employees ask Sophon questions via Slack, Teams, or the Dashboard. Responses are scoped to what each user is authorized to see — RBAC and tenant isolation ensure confidential data stays protected. Usage analytics show which topics are searched most, revealing documentation gaps.