Continuous vitals capture from connected devices, threshold-based alerting, and care team dashboards, deployable against Bluetooth and cellular RPM devices without custom device integration work each time.
Most digital health teams rebuild the same RPM core three times: device pairing, a streaming pipeline, and an alerting layer, before they ever get to the part that differentiates their product. This framework gives you that core already built and already validated against live BLE and cellular devices, so your engineering time goes into your care model and your brand, not into re-solving device connectivity.
The framework ships with a documented data model mapped to FHIR Observation resources, a configurable alert-threshold engine per vital sign and per patient cohort, and RPM billing code mapping (CPT 99453–99458) built into the same data layer that logs device readings. Time-in-monitoring and clinician-review minutes are captured automatically rather than reconstructed later for billing.
Guided pairing flows for Bluetooth LE and cellular RPM devices, with device inventory, patient assignment, and replacement/return workflows handled out of the box.
A streaming ingestion pipeline normalizes readings from heterogeneous device vendors into a single FHIR-aligned data model as they arrive, not on a batch delay.
Set per-vital, per-cohort, and per-patient thresholds, including trend-based and missed-reading alerts, without touching the underlying rules engine.
Worklist-style dashboards surface flagged patients first, with drill-down into reading history and device status for the assigned care team member.
CPT 99453–99458 time and setup tracking is captured directly from monitoring and review activity, ready for export into your billing workflow.
A configuration layer maps incoming device data and outgoing alerts to your EHR of choice, so the framework fits your existing clinical workflow rather than replacing it.
| Dimension | Details |
|---|---|
| Data standard | FHIR R4 (Observation, Device, DeviceMetric resources) |
| Device connectivity | Bluetooth LE pairing, cellular gateway ingestion |
| Alerting | Configurable threshold, trend, and adherence rules |
| Billing | CPT 99453, 99454, 99457, 99458 mapping |
| Compliance | HIPAA, BAA-ready hosting |
| Extensibility | API access for new device vendors and cohorts |
Match your device vendors and RPM program to the framework's configuration surface.
Pair supported devices, connect your EHR, and set cohort-level thresholds.
Test the full vitals-to-alert path against your own device sandboxes.
Staged rollout with live monitoring and a rollback plan in place.
The framework ships pre-integrated with common Bluetooth LE and cellular vital-sign devices (blood pressure cuffs, pulse oximeters, glucometers, weight scales). New vendors are added through the same configuration and mapping layer used for existing devices, without touching the core engine.
Yes. Thresholds are configurable per vital sign, per cohort, and per individual patient, including trend-based and missed-reading alerts, so a post-surgical cohort and a chronic hypertension cohort can run different rules on the same engine.
The framework captures device-setup and clinician-review time against CPT 99453–99458 as monitoring and review activity happens, and makes that data exportable to your billing workflow. It doesn't submit claims on your behalf.
Through the framework's configuration and mapping layer, which routes vitals and alerts into your EHR using FHIR Observation resources or an HL7 bridge where that's what your EHR expects.
Yes. Both frameworks share a common data model, so RPM readings feed directly into Care Management's risk stratification and task orchestration without duplicating patient records.
Book a discovery call, we'll map your use case to a realistic configuration scope and deployment timeline.