VeriRef™ · MLR Audit Trail

The audit trail that makes scientific content defensible.

VeriRef links every sentence to a verified source document — page, passage, version. Purpose-built for pharma Medical, Legal & Regulatory review.

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Every sentence · Every source · Verified
MLR-ready export · brand-asset-v3.pdf14 / 14 referenced

[1]In the JUPITER-AX trial, the primary endpoint was met with a 32% reduction in major cardiovascular events.

↗ Smith et al. 2024 · NEJM · p. 412 · §3.2

[2]Treatment was generally well tolerated, with the most common adverse event being injection-site reaction.

↗ Internal CSR · ASTRA-21-008 · v4.1 · p. 88

[3]These data support a once-monthly dosing regimen in adult patients with established disease.

↗ Prescribing Information · EMA 2025 · §4.2
The Problem

Your team generates content in minutes. Then MLR holds it for weeks.

Without sentence-to-source traceability, scientific content is legally stranded — regardless of how accurate it actually is. MLR reviewers can't approve what they can't verify. Regulators can't audit what isn't logged.

"

50–60

days — average MLR review cycle per asset across top-20 pharma

"

1,000s

FDA warning letters issued in 2025 over unsubstantiated promotional claims

"

69%

of references generated by general-purpose tools for medical questions are fabricated

Capability

Built for the people who sign off content.

VeriRef is not a citation manager. It is the verification layer that produces a defensible record of every claim before it leaves your environment.

Capability

Sentence-to-source linking

Every generated sentence is mapped to a specific page, passage and version of an approved source — at the moment of generation, not after.

Capability

Versioned source provenance

If a source document is superseded, VeriRef surfaces the conflict in seconds — not after review starts.

Capability

MLR-ready export bundle

Hand reviewers a clean PDF with every claim annotated by reference, plus a structured JSON manifest of every link.

Capability

Audit-grade event log

Every prompt, edit, regeneration and reviewer action is logged immutably — defensible to any regulator.

Inside The Audit Trail

Every event. Every edit. Every reference.

VeriRef produces an immutable, timestamped record per asset — submittable to MLR or any regulator without extra work.

IDEventStatus
R-2041Source set ingested — 14 documentsLogged
R-2042Sentence-to-source linking — 14 / 14Logged
R-2043Reviewer edits applied — 2 sentencesLogged
R-2044MLR-ready export generatedLogged
For Your Team

The right answer for every reviewer in the chain.

Medical Affairs

Same-day content, same-day defensibility. Stop arguing with reviewers about whether a claim is sourced.

MLR Reviewers

Open a VeriRef asset and see the source for every sentence before review begins. Stop fact-checking. Start reviewing.

Regulatory

A structured audit trail per asset — submittable to any regulator, no extra work, no missing links.

IT & Security

ISO 27001, GDPR-ready, deployed on enterprise-grade infrastructure. Veeva Vault compatible.

Common Questions

Before you book the call.

How is this different from a citation manager?

Citation managers track references after writing. VeriRef links every sentence to its source as the content is generated — and blocks output if a sentence cannot be sourced.

Does it work with our existing source library?

Yes. VeriRef ingests your approved scientific source set — internal CSRs, publications, regulatory documents, label — and links every sentence to those specific sources only.

Can MLR reviewers see the audit trail without VarsaAI access?

Yes. The export bundle includes an annotated PDF and JSON manifest readable in any reviewer environment, including Veeva Vault.

Is our source material used to train models?

No. VarsaAI does not use customer source material to train or fine-tune any model. This is contractually warranted.

Ready When You Are

See VeriRef applied to your
own source material.