Rheumera
Rheumera is an AI-powered healthcare software solution that integrates EMR data with real-time patient-reported outcomes (PROs). It leverages AI to generate concise summaries and RTM (Remote Therapeutic Monitoring) billing reports, enhancing clinical decision-making for healthcare professionals.

Why it exists
Patients live with the condition every day, but the clinic only sees snapshots. Between visits, signal is lost and interventions arrive late.
What makes it different
- Patient-generated data translated into clinician-ready signal
- Designed for real patient constraints and adherence
- Workflow-aligned with billing/RTM realities
The broken loop
Patients live with the condition every day, but the clinic only sees snapshots. Between visits, signal is lost and interventions arrive late.
- Visit-based care misses real-time changes
- Patient data exists, but isn’t clinician-usable
- Engagement fails when UX ignores limitations
What we built
Rheumera captures patient-reported outcomes and translates them into summaries that support provider action, operational follow-up, and appropriate billing workflows.
- Structured symptom capture + feedback
- Clinician summaries that reduce chart burden
- Program workflow aligned to RTM-style operations
How it works
- Patient input → structured states → summary → provider action
- EMR integration to reduce enrollment friction
- Provider review flow designed for speed
Constraints & tradeoffs
- Accessibility and ease beat “feature richness”
- Avoid over-notifying clinicians
- Keep summaries useful, not verbose
What’s different
- Built around clinical workflows (not generic “wellness tracking”)
- Patient UX respects fatigue/pain/limitations
- Bridges patient language into clinician signal
Outcomes
- Better between-visit visibility
- Reduced friction for providers to act on patient updates
- Higher continuity with lower staff overhead
What’s next
- More refined triage + escalation logic
- Deeper integration points for operational loops
- Stronger evidence capture for program ROI
If I rebuilt it today
- Make the “clinician-ready summary” the center
- Keep patient flows as short as possible
- Close loops: input → summary → action → outcome
Mentioned in the Build Log
Related Projects

IntakeDesk
A clinical operations decision system that turns messy referrals into triaged, routed, schedulable next actions—safely and fast.

Hybrent
Hybrent is a robust cloud-based healthcare procurement and inventory management software tailored for surgery centers and specialty clinics. It streamlines medical supply chains by automating purchase orders, tracking lot & expiration data, and reconciling invoices. Features include a barcode-scanning mobile app, real-time analytics, and integrations with leading EHRs and GPOs.
Explore the Flagships
See the full collection of case studies
🏗️Read the Build Log
Engineering notes and decisions
👋Get in touch
Start a conversation
Stay Updated
Subscribe to my newsletter for updates on this project and more.