Test ingestion with representative PDFs, tables, and scans before importing the entire collection. Inspect extracted text and retrieval results independently of the generated answer. Define ownership for document updates, model configuration, and access controls so a successful demonstration can become a maintained internal service.
This is best suited to teams building document-grounded AI systems. Before committing a larger project, account for these trade-offs: deployment requires multiple resources; extraction quality depends on source documents.
