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Document AIRAGCitationsSaaS

Source-Grounded Document Intelligence Platform

Source-grounded answers with citations

THE CHALLENGE

Teams needed fast answers from policy and compliance documents, but generic chat over documents created too much risk when answers were not grounded in the right source material.

MY APPROACH

Designed ingestion, chunking, retrieval, structured outputs, citation handling, and review flows so answers could be traced back to source documents instead of relying on model memory.

THE RESULTS

The system made document-heavy review faster while keeping the output auditable, structured, and easier for operators to verify before use.