Miruwa provides a remote monitoring platform for chronic‑care patients that uses WhatsApp to collect daily voice check‑ins in languages such as Cantonese, English, and Arabic. The system transcribes and structures the data, then applies deterministic, explainable risk rules to flag only the patients who need nurse attention, presenting them on an exception‑first dashboard with full audit trails and caregiver alerts. This workflow lets a single nurse oversee an entire ward without manual data entry.
Funding
Funding not disclosed
Founders
Product
Problem
Patients with chronic conditions such as heart failure and hypertension often experience worsening symptoms between scheduled clinic visits, but clinicians lack a scalable way to monitor daily health signals, especially for elderly patients who may not use dedicated apps.
Solution
Miruwa offers a WhatsApp‑based remote monitoring platform that lets patients submit daily check‑ins via text or voice in their native language. The system transcribes and structures the incoming data, then applies deterministic, rule‑based risk algorithms to identify exceptions that require nurse review. An exception‑first dashboard presents only the flagged cases with a full audit trail, enabling a single nurse to oversee an entire ward. Caregivers receive alerts for escalations, and the platform generates weekly summaries, PDF reports, and FHIR‑compatible exports for integration into existing hospital workflows.
Target Audience
Primary users are hospitals and health systems running chronic‑care programs, specifically nursing teams and care coordinators responsible for monitoring heart failure, hypertension, and similar conditions in elderly or multilingual patient populations.
Features
- Multilingual daily check‑ins (Cantonese, English, Arabic) via WhatsApp, requiring no app installation
- Voice‑to‑text transcription and natural‑language structuring of symptoms and vital signs
- Deterministic, explainable risk rules with unique IDs (e.g., HF-001) that trigger alerts
- Exception‑first nurse dashboard showing only patients needing review, each with rule justification
- Caregiver alerting with nurse‑controlled messaging in the patient’s language
- Clinician‑ready exports including PDF reports and FHIR‑style data for EHR integration
- Append‑only audit trail and per‑organization dedicated database for full clinical accountability