MLRMedical, Legal & Regulatory Review, Reimagined with AI
Accelerate Medical, Legal & Regulatory review with AI-powered annotations, Veeva integration, and automated approval workflows.
oneRay MLR at a Glance
Integrated
MLR Agent
How oneRay MLR Works
AI-powered automation for every step of the Medical, Legal & Regulatory review process, keeping humans in the lead.
Automated Veeva Integration & MLR Review
A private AI platform for Deciphera that automates the Medical, Legal & Regulatory review of Veeva documents.
Documents are physically copied into AI for systematic review, with risk categories and recommended annotations delivered automatically.
- Automated data integration from Veeva (data are physically copied into AI)
- Systematic review of Veeva documents once documents arrive in AI solution, providing risk category & recommended annotations
- Private AI platform for Deciphera
- Review from a medical, legal & regulatory perspective
Bi-Directional Veeva ↔ OneRay Sync
Full two-way integration between Veeva and OneRay ensures content flows seamlessly in both directions.
Source referencing now extends to slide references in addition to Veeva documents.
- 1. Veeva to OneRay ✓ — Veeva data API pulls full content & (meta) data from Veeva into AI
- 2. OneRay to Veeva ✓ — Generated content seamlessly integrates back into Veeva with automated approval process, including automated META information completion
Annotation Access & AI-Assisted Review
Full access to original documents and Veeva annotations, with color-coded annotation types for instant clarity.
MLR review can be fully automated with AI assistance, or initiated manually at the user’s discretion.
- Access to original document and Veeva annotations, including details and descriptions
- Types of annotations are color-coded for easy identification
- Automate AI-assisted MLR review or manually start the AI review process
- Note: Release of system includes PDF view besides tokenized view (as seen on screen).
Topic-Specific AI Annotations
AI-assisted MLR review produces topic-specific annotations based on your specific instructions across Legal, Regulatory, and Medical dimensions.
Text-highlighting makes it easy to identify comments relative to the exact text passage, with flexibility to include additional annotation types.
- Medical, Legal, Regulatory-based review based on specific instructions
- Additional annotation types can be included, such as spelling, grammar, etc.
- Text-highlighting into text to easily identify comments relative to text passage
- Note: Release of system includes PDF view and tokenized view. Interface for annotation edits and settings for submitting into Veeva as part of system release.
Why Choose oneRay MLR
Save Time
Reduce MLR review time with AI-powered automation that processes Veeva documents and delivers recommended annotations automatically.
Ensure Quality
Maintain the highest standards with transparent AI decisions, color-coded annotation types, and tokenized + PDF review views.
Stay Compliant
Meet medical, legal & regulatory requirements with full audit trails and annotation-level traceability for every decision.
Scale Effortlessly
Handle reviews at any scale — from targeted document reviews to portfolio-wide MLR coverage across Veeva.
Seamless Veeva Integration
Bi-directional sync with Veeva: pull documents in, push approved annotations out — with automated META completion and approval workflows.
Full Transparency
Every AI decision comes with a clear rationale. Review, override, and audit every step of the process.
Ready to Transform Your MLR Reviews?
Join leading Deciphera teams using oneRay MLR to accelerate Medical, Legal & Regulatory review.