Retrieval-augmented intelligence

Answers from your documents, grounded and cited to source.

Averon Evidence reads your guidelines, policies and messy document stores and answers with grounded, primary-cited evidence you can trace to source. Your data stays in your environment.

See use cases
Use cases

Retrieval across your documents, however messy or large.

One grounded retrieval layer over the knowledge your organisation already holds, wherever it lives and however it's structured.

Clinical guidelines

Ask a clinical question and get an answer grounded in national guidance and primary literature, with every claim cited and traceable.

Operational policies & SOPs

Surface the right policy, escalation pathway or standard operating procedure instantly, instead of trawling shared drives.

Messy & scanned documents

Inconsistent formats, scans and legacy exports are read, structured and made answerable. No clean data warehouse required.

Large document sets

Thousands of pages of contracts, guidance or records become a single, searchable, grounded source you can interrogate in plain English.

How it works

Retrieve. Ground. Cite.

A pipeline built to be checked: the model only answers from what it can find in your documents, and shows you where every statement came from.

01 · Retrieve

Semantic search over your corpus

Documents are indexed and searched by meaning, so the right passages surface even when the wording differs from the question.

02 · Ground

Every claim tied to a passage

The answer is composed only from retrieved evidence. If the corpus can't support a point, the system says so rather than inventing one.

03 · Cite

Primary references, traceable

Each statement carries a numbered citation to the underlying guideline or document, so it's auditable and easy for a professional to verify.

Trust & safety

Built to be checked.

Grounded, not generative guesswork

Answers are constrained to retrieved evidence, so the system reports what the documents say, and flags honestly when they don't cover a question.

Primary-cited & auditable

Every claim links to its source, so a clinician or manager can verify it in seconds. Decision support, never a diagnosis.

Your data stays put

Runs against your corpus in your environment, under UK data residency and your information-governance controls. No corpus leaves the building.

Get in touch

Point it at your documents.

Bring a guideline set, a policy library or a pile of messy PDFs, and we'll show you grounded, cited answers over your own evidence.

Back to Averon Intelligence