RPlay for Healthcare
Reclaim Time for What Matters Most
Local AI that handles documentation, dictation, and clinical workflows.
Privately, on-premise, without compromising patient data.
Drowning in Documentation
Healthcare professionals spend more time on paperwork than with patients.
"The effort or time required for me to complete documentation tasks impedes patient care."
— 80% of physicians agree (Medical Economics, 2024)
Sources: Harris Poll / Chief Healthcare Executive (2024), AMIA Survey (2024), Medical Economics
AI Can Help — But Privacy Matters
Cloud AI is powerful, but sends patient data to external servers.
Local AI is now good enough for 90%+ of daily documentation workflows.
| Aspect | Cloud AI | Local AI |
|---|---|---|
| Patient data | Leaves your facility | Stays on-premise |
| Complex reasoning | Excellent | Good enough for daily tasks |
| Documentation & dictation | Excellent | Excellent |
| Compliance | Complex DPAs needed | Full control |
| Availability | Requires internet | Works offline |
Cloud AI for exploration & complex diagnostics.
Local AI for the 90%: dictation, reports, letters, forms.
Why Now?
Four factors make local healthcare AI practical today.
Model Quality
MedGemma 27B scores 87.7% on USMLE-style exams. Good enough for daily workflows.
Hardware Ready
64-256GB unified memory. Silent, compact, fits anywhere in your facility.
Compliance
On-premise = full control. No complex DPAs. HIPAA/GDPR simplified.
Predictable Costs
One-time hardware investment. No per-token fees. No subscriptions.
MedGemma: Medical AI That Runs Locally
Google's medical-specialized language model. Trained on medical literature.
Runs entirely on-premise — your data never leaves your facility.
Benchmark Performance
- 87.7% on MedQA (USMLE-style exam)
- Strong clinical scenario performance on AgentClinic benchmark
- Best-in-class open model under 50B parameters
Capabilities
- Medical terminology understanding
- Clinical documentation drafting
- Discharge summaries & referral letters
Important: MedGemma is a support tool, NOT a replacement for clinical judgment.
ALL AI outputs require professional review before use.
Practical Applications
📋 RPlay Forms — For Nurses
Voice-to-structured data for clinical documentation
"Patient in room 304, blood pressure 120 over 80, temperature 37.2..."
→ Structured JSON output
Workflow: Dictate → Review & adjust if needed → Submit to EPD/EHR via webhook
📧 Outlook Add-in — For Physicians
AI-assisted email and document handling
- Dictate referral letters & discharge summaries
- Summarize & interpret lab results
- Draft email responses
Workflow: Generate → Review & edit → Send
All AI-generated content requires professional review before use.
The human is always in control.
With custom open healthcare LLMs, many additional use cases can be supported.
Flexible Deployment
From solo practitioner to hospital-wide deployment.
Choose the setup that fits your needs.
Individual Practice
MacBook Pro 64GB
- Solo practitioners
- Fully portable
- Works offline
Group Practice
Mac Mini Pro 64GB
- Up to 10 concurrent users
- Compact server closet
- Silent operation
Hospital
Mac Studio Ultra 128GB
- 50+ concurrent users
- Enterprise-grade
- 60-120W power
All tiers support Mac, Windows, iOS, Android, and Web clients.
Interested?
Let's explore how RPlay can reduce documentation burden at your facility —
while keeping patient data exactly where it belongs.
RPlay for Healthcare — powered by RMLX.ai