Averon Evidence · Retrieval

Answers from your documents, 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
Answers
Grounded & cited
Sources
Primary literature
Data
Your environment
Scope
Decision support
Fig. 01 · a grounded answer with its sources · illustrative
01Use 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.

01 · Clinical

Clinical guidelines

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

02 · Operational

Policies & SOPs

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

03 · Unstructured

Messy & scanned documents

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

04 · At scale

Large document sets

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

02How it works

Only what the documents can support.

A pipeline built to be checked: the model 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

References you can follow back

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

03Trust & safety

Built to be checked.

Grounding

Evidence, not 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.

Audit

Primary-cited & auditable

Every claim links to its source, so a clinician or manager can verify it in seconds. Decision support, not a diagnosis.

Residency

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.

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