Cited answer first
The main chat stays simple: a user asks a policy question and receives a concise answer with inline source references.
Case study
MedVault: cited RAG for regulated documents.
MedVault is the proof asset behind the document-assistant offer: a healthcare-style RAG interface where answers stay tied to source evidence and reviewers can inspect the cited passage.
Product walkthrough
The citation opens into real proof, not another wall of text.
The clip shows the actual app behavior: question, cited answer, source drawer, and a minimal chat surface designed to feel familiar.
Live demo proof clipAnswer, citations, and source inspection in one workflow.
What it proves
The answer is only half the product.
Source inspection
Every citation can open the exact supporting passage, so a reviewer is not asked to trust unsupported generated text.
Audit-minded UX
The detailed verification layer is available when needed, but kept behind the normal reading flow.
Evidence path
A normal chat surface with a clear review trail.
- Ask a policy or SOP question in plain language.
- Retrieve and answer from the smallest useful evidence set.
- Inspect the cited passage before acting on the answer.
- Use the same pattern for healthcare, legal, compliance, HR, and operations documents.
