Conversational AI for patients
Patients are already using AI for medical information. Without RoseRx, they get unreliable answers from tools that hallucinate. With RoseRx, they get accurate information from your approved materials.
Patient engagement requires accurate information
Predictive, personalized engagement drives 20-36% more new patient starts.(IQVIA)
Integrating medical education early in campaigns increases treatment adoption by ~50% in the first 6 months. (Veeva)
Patients are using AI that wasn't built for healthcare
Patients search for medical information using generic AI tools. These tools generate answers from random internet sources. They hallucinate side effects. They can't cite where information came from. They weren't designed for healthcare compliance.
Unreliable sources
Patients get medical information from tools trained on unverified internet content, not your approved materials.
No source attribution
Generic AI can't show where information came from. Patients don't know if answers are accurate or invented.
Built for consumers, not pharma
ChatGPT and similar tools weren't designed for MLR compliance or pharmaceutical accuracy requirements.
Accurate answers from your approved content
RoseRx trains on your MLR-approved materials. Patients ask questions in their own words. They get answers from your approved content with citations to specific sources.
Conversational access
Patients ask questions naturally instead of reading through PDFs. They get the specific information they need from your approved materials.
Source attribution
Every answer cites the approved material it came from. Patients see where information originated, not AI-generated claims.
Purpose-built for pharma
Designed for life sciences compliance requirements. Works with your existing MLR process without requiring new approvals for each interaction.
Frequently asked questions
What makes RoseRx different from other patient engagement platforms?
RoseRx isn't a patient engagement platform - it's conversational AI that makes your approved content accessible through natural conversation. The difference: generic AI tools hallucinate medical information, RoseRx only uses your MLR-approved materials.
How does agentic AI power patient engagement in RoseRx?
Patients ask questions in their own words. RoseRx finds relevant information in your approved materials and answers with citations to specific sources. The system only uses content you've provided - it doesn't generate medical claims or pull from external sources.
Is RoseRx designed specifically for pharmaceutical patient engagement?
Yes. RoseRx was built for the compliance requirements of life sciences companies. Every answer includes source attribution. The system integrates with MLR workflows. You maintain complete control over what content the AI can access and how it responds.
Can RoseRx personalize patient journeys at scale?
RoseRx responds to each patient's specific questions using your approved materials. Patients get relevant information based on what they ask, not generic responses. The system handles these conversations at scale while maintaining compliance and source attribution.
How do AI agents in RoseRx reduce operational workload for pharma teams?
Turn your approved materials into conversations
RoseRx enables patient engagement through conversational access to your MLR-approved content.
Patients get accurate answers with source attribution instead of hallucinated information from generic AI.

