Validate Claims. Ensure Compliance.
Transform hours of manual review into minutes. Veritas.ai uses purpose-trained models for pharma claims detection, vision-aware extraction for tables and charts, and smarter ranking to surface the best evidence — with precise citations.
Everything you need to validate pharmaceutical marketing claims with confidence and speed
Automated Claim Detection
Identifies every claim automatically — including claims embedded in tables, charts, and imagery.
Instant Evidence Matching
Context-aware matching with multi-stage ranking to surface the strongest passages for each claim.
Precise Citations
Grounded page/section/paragraph citations with export-ready documentation for MLR and regulatory workflows.
Accelerated Review Cycles
Move from days to hours with automated triage, confidence scoring, and clear review status.
A powerful yet intuitive interface that puts everything you need at your fingertips
As you scroll, the interface walks you through the 4-step workflow—then continues to the next section.
Built specifically for pharma claims validation
Most tools stop at generic search. Veritas.ai combines purpose-trained models, vision extraction, and advanced ranking to find every claim and surface the strongest evidence with confidence.
Domain-trained claims intelligence
We fine-tune state-of-the-art LLMs on pharmaceutical and healthcare language so claim extraction is precise, consistent, and MLR-aligned.
Vision-aware claim capture
Our vision model reads claims embedded in tables, charts, graphs, and imagery—so critical details don't slip through.
Smarter evidence ranking
Multi-stage sorting and ranking algorithms deliver context-aware matching, prioritizing the best passages—fast.
Intelligent ranking algorithms ensure the most relevant, accurate evidence for every claim
Not just keyword matches—our models understand context and meaning, using deterministic multi-stage ranking for repeatable results.
Page-Level Accuracy
Exact source references for every citation — built to avoid ambiguity and support audit trails.
Confidence Scoring
Understand how strongly evidence supports each claim, and prioritize what needs human review.
Audit-Ready Outputs
Generate documentation formatted for MLR and regulatory workflows with one click.
Enterprise Security
Built for pharma-tech teams that need strong controls, clear provenance, and deployment flexibility.
Client-isolated environments
Dedicated storage and processing boundaries aligned to enterprise security requirements.
Your data, your control
Designed for deployments in your cloud or a private environment, with clear separation by client.
No training on customer data
Data is processed for your workflow — not used to train third-party models.
Secure document handling
Built for regulated content, with auditability and access control in mind.
Ready to transform claim reviews?
See how Veritas.ai fits into your MLR and compliance workflow.
Request a Demo
Send us a message and we’ll follow up to schedule a walkthrough.
What you’ll get
- • Platform walkthrough tailored to your workflow
- • Discussion of deployment and security requirements
- • Example outputs: claims list, evidence matches, and citations