v
vMLR
Alpha Development

AI-Powered
MLR Review

Simulate Medical, Legal, and Regulatory review of your pharmaceutical promotional materials in minutes instead of weeks. Catch issues before your committee does.

app.vmlr.ai/review
Must Change
Should Change
Suggestion
Annotations
Medical

Efficacy claim requires Phase III citation with p-value.

Legal

Comparative claim against competitor lacks fair balance.

Regulatory

ISI placement does not meet FDA prominence requirements.

Compliance

Material ID and approval code missing from footer.

How it Works

Three steps to a comprehensive MLR pre-review. Upload, review, export.

1

Upload

Upload your promotional piece as a PDF. Select a brand and piece type (sales aid, detail visual, journal ad, etc.).

2

AI Reviews

Four AI reviewers -- Medical, Legal, Regulatory, and Compliance -- analyze your material against 60+ checkpoints simultaneously.

3

Annotated Output

Get a color-coded annotated document with severity ratings, citations needed, and specific remediation guidance. Export as PDF.

Four Expert Perspectives

Each reviewer brings a specialized lens to your promotional material, just like a real MLR committee.

Medical

Validates clinical claims, checks citations against approved labeling, ensures scientific accuracy and appropriate data presentation.

Legal

Reviews for fair balance, comparative claims, trademark usage, IP risks, and potential Lanham Act or off-label promotion exposure.

Regulatory

Checks FDA/OPDP compliance, ISI prominence, indication scope, risk information adequacy, and 2253 filing requirements.

Compliance

Verifies internal SOPs, material IDs, approval codes, version control, audience restrictions, and distribution channel appropriateness.

Built for Pharma Teams

Everything you need to streamline your MLR review workflow.

Annotation Overlay

View color-coded annotations directly on your promotional material. Each comment is linked to the specific text or element it references, categorized by reviewer type and severity.

PDF Export

Export the full annotated review as a professional PDF report. Share with your team, attach to your Veeva Vault submission, or archive for compliance records.

Brand Reference Management

Upload your product label, prescribing information, and approved claims. The AI reviewers use your brand-specific references to validate every claim in your material.

Veeva Integration Roadmap

Coming soon: direct integration with Veeva Vault PromoMats. Import pieces, sync annotations, and push review outputs back to your existing workflow.

Start reviewing your promotional materials today

Catch compliance issues before your MLR committee does. Free to start, no credit card required.