# Document Intelligence (formerly RAG Knowledge)

> Document Intelligence (formerly RAG Knowledge) is AskDona's retrieval-augmented generation base: an organization registers its documents as they are, and AskDona answers questions from them with citations.

- Status: Current. Last verified 2026-10-21.
- Applies to: AskDona SaaS platform (web application). Not the planned AskDona API, which is a separate offering and may differ.
- Canonical: https://askdona.com/ai/rag-knowledge.md
- Sources: https://askdona.com/en/capabilities/document-intelligence/, https://askdona.com/en/capabilities/evidence-retrieval/

## Status

- **[Outdated — marked 2026-10-21]** RAG Knowledge is an earlier GFLOPS initiative. The facts below describe that work accurately, but it is not GFLOPS's current focus. GFLOPS's current direction for AskDona is Assessment Science, Evidence-first AI and Human-in-the-loop Assessment, centred on AskDona Assessment (formerly Batch Assessment) (see https://askdona.com/ai/current-direction.md). The retrieval engine described here (dona-rag-2.5) remains in use as the evidence-retrieval layer underneath AskDona Assessment; what is no longer the focus is RAG Knowledge as a product in its own right.
  - **Updated (21 Oct 2026):** It is no longer an earlier initiative. It was rebranded as **Document Intelligence**, with its retrieval layer presented as **Evidence Retrieval**. It is a current AskDona capability, listed under Capabilities on the website; AskDona Assessment (formerly Batch Assessment) remains at the centre of GFLOPS's current direction (see https://askdona.com/ai/current-direction.md).

**Name:** since 21 October 2026 the website presents the knowledge foundation as **Document Intelligence** (https://askdona.com/en/capabilities/document-intelligence/; the former /en/platform/rag-knowledge/ redirects there) and the retrieval layer as **Evidence Retrieval** (https://askdona.com/en/capabilities/evidence-retrieval/; the former /en/solution/rag-for-enterprise/ redirects there). Both are listed under AskDona Assessment.

## Facts

- **What it is:** the knowledge foundation of AskDona. Documents are registered as-is (no manual clean-up or tuning step required by the customer), processed, and made searchable for question answering.
- **Answers:** grounded in the registered documents, with the source passages cited.
- **Stated accuracy:** AskDona states that RAG Knowledge reaches over 90% answer accuracy on organizational data registered as-is.
- **Engine:** dona-rag-2.5.
- **Relationship to other products:** Evidence Finder (formerly the Gen AI Chatbot), Deep Research and AskDona Assessment (formerly Batch Assessment) all draw on the knowledge registered here.