Magic Circle

The platform enables teams to query large sets of files across connected storage systems while maintaining security and compliance. Agents break down complex questions, reference specific clauses or pages, and deliver results in formats such as tables or charts derived directly from the source materials. Advanced OCR capabilities convert scanned PDFs and mixed-content documents into searchable, structured data. This includes extraction from contracts, bills of quantities, engineering drawings, and annotated files, allowing for accurate indexing and analysis even with handwritten notes or official stamps. Users can set up dedicated workspaces for individual matters, run targeted agents for tasks like clause comparison or risk assessment, and export findings with full audit trails back into existing document management systems.