Source Verification
Annotation, fact-checking, and reference sourcing for material approval systems — ensuring every claim is traceable, accurate, and compliance-ready.
What you get
Annotated document
Source-annotated version with claim-level references and page citations
Verification report
Summary of verified claims, flagged issues, and resolution recommendations
Reference library
Organized collection of source documents for audit purposes
Claim-level traceability
Every statement linked to a verifiable source — publication, clinical trial, or approved label — ready for MLR review.
Compliance-first approach
Annotation designed to pass internal medical-legal-regulatory review on the first cycle — reducing approval delays.
AI-accelerated verification
AI pre-screens claims against source documents and flags discrepancies — medical experts validate and resolve.
About this service
Every claim verified
Pharma material approval is a bottleneck in every organization. Slide decks, brochures, and digital content stall in MLR review because claims aren’t properly sourced, references are missing, or data doesn’t match the stated source.
We provide systematic annotation and fact-checking for all content types — slide decks, videos, digital materials, and printed pieces. Every claim is linked to a verifiable source with page-level references and compliance-ready documentation.
AI accelerates the verification process by pre-screening claims against source libraries — while medical experts handle ambiguous cases and ensure scientific accuracy.
Deliverables
What you get
Annotated document
Source-annotated version with claim-level references and page citations
Verification report
Summary of verified claims, flagged issues, and resolution recommendations
Reference library
Organized collection of source documents for audit purposes
MLR submission package
Compliance-ready documentation for internal material approval
Fact-check log
Detailed log of every claim checked with verification status
Correction recommendations
Suggested edits for claims that lack adequate source support
How we work
Five phases to compliance-ready materials
01
Receive materials
Collect content for verification — slides, videos, digital assets, or documents.
02
AI pre-screening
Automated claim extraction and initial verification against source library.
03
Expert verification
Medical experts review flagged claims, resolve ambiguities, and verify accuracy.
04
Annotate & document
Link every claim to its source with page-level references and compliance notes.
05
Deliver package
Final annotated document, verification report, and reference library for MLR submission.
AI-enabled workflow
AI-screened claims, expert-verified accuracy
AI extracts claims and pre-screens them against source documents. Medical experts validate accuracy, resolve ambiguities, and ensure compliance readiness.
What AI does
- Automated claim extraction from slides, documents, and digital content
- Pre-screening against source document library
- Reference matching and citation verification
- Discrepancy detection and flagging
What MAG experts do
- Scientific accuracy validation for ambiguous or complex claims
- Source selection and appropriateness assessment
- Compliance-ready annotation and documentation
- Correction recommendations and alternative sourcing
Evidence Scanner™ modules used
Fact-Checker
Literature Triage
PubMed/Web Monitoring
Proof
How this service works in practice
Material approval optimization: source verification, slide redesign, and MLR tagging streamlined
Result:Approval cycle reduced with compliance-ready materials
Cross-TA
Read case →
Congress visual abstracts: 18 pieces verified and annotated for compliant distribution
Result:All materials passed MLR review on first submission
Oncology
Read case →
Consensus publication: 65-author manuscript with comprehensive reference verification
Result:Published with zero post-publication corrections needed
Gynaecology
Read case →
Solves these challenges
Related problems
References need sourcing and fact-checking for compliance
Every claim must be traceable and every reference verified — tedious, time-consuming, and essential.
See how we solve it →
Existing materials use outdated references
Content needs re-verification as new evidence appears and guidelines change.
See how we solve it →
MLR review keeps rejecting materials
Claims without proper source documentation get bounced — creating delays and rework.
See how we solve it →
Frequently asked
Common questions
What content types can you verify?
Slide decks, video scripts, brochures, digital content, manuscripts, posters, and any material that requires source verification for compliance purposes.
How does AI help with fact-checking?
AI extracts claims from your materials and pre-screens them against a source document library. Medical experts then validate flagged items and resolve ambiguous cases.
Can you support our MLR review process?
Yes. We deliver annotation packages formatted for your internal MLR system — with claim-level references, page citations, and compliance documentation.
How fast can you verify materials?
A standard slide deck: 3–5 working days. A full material set: 1–2 weeks. Urgent single-document verification: 24–48 hours.
Can you source missing references?
Yes. When claims lack adequate source support, we search the literature and recommend appropriate references — or suggest claim modifications if no suitable source exists.
Need materials verified?
Send us your content. We’ll deliver annotated, compliance-ready materials for MLR review.
Book a scoping call →
Browse all services
Need every claim verified?
Send us your materials. We’ll annotate every claim and deliver a compliance-ready package for MLR review.
AI infrastructure
AI-powered.
Expert-validated.
We built AI workflows into our daily practice — not as a marketing claim, but as the infrastructure that lets our medical experts deliver faster without cutting corners.
Research
Structured PubMed queries with narrative or table outputs
Monitoring
Weekly literature digests by drug, target, or topic
AI-Enhanced EDC
Electronic data capture with AI-assisted quality checks
Fact-Checker
Claim verification against your source documents
AI accelerates. Our experts validate.
Every output goes through expert medical review before it reaches your team. AI handles structure and speed — we handle scientific judgement and MLR readiness.
// MLR material verification
verify("brand_slide_deck_v5.pptx", {
mode: "mlr_annotation",
claims: 84,
output: "annotated_deck + verification_log",
})
Extracting and verifying 84 claims...
Verification Log
84 claims extracted. 76 verified with source match. 5 need updated references (source superseded). 2 claims lack direct source support. 1 data point mismatch flagged...