Knowledge·production

IAM.Docs

Document ingestion, hybrid search and analysis with source citations.

Landing Application API endpoint ↗
IAM.Docs interface
Current public IAM.Docs surface. The screenshot was verified when the documentation was published.

Key capabilities

  • PDF and office documents with OCR
  • Hybrid search and source-grounded answers
  • Contract and analytical document processing

Role in the ecosystem

IAM.Docs turns documents into a verifiable knowledge base. The system accepts PDF and office formats, extracts text and structure, builds search views and returns responses linked to pages and fragments of the source.

Main scenario

  1. Create a workspace and upload documents.
  2. Wait for processing, OCR and indexing.
  3. Search or ask a question about the collection.
  4. Check quotes in their original context.
  5. Save the report or export the structured result.

Search and evidence

Hybrid retrieval combines full-text and semantic signals. Answer without Sufficient evidence must report a limitation, not build on the fact. The quote stores the document ID, page/section and exact fragment, allowing you to reproduce the results after the session.

Access control

Documents, collections and search index are isolated by tenant/workspace. Deleting a source should cascade exclude it from retrieval. For protected request and response circuits can be inspected via IAM.Secure, and model routing is performed via IAM.Router.

Integrations

The web interface is suitable for an analyst, API is for downloading and batch workflows, MCP capability - for agent clients. IAM.Docs does not replace the system electronic document management and does not assert the legal significance of the conclusion.