Unlocking real-time insights for clinicians.
A digital health provider engaged Velinsa to unify fragmented clinical data feeds, enabling near real-time dashboards and triage insights while reducing alert fatigue for clinicians.
Disconnected systems, noisy alerts
Clinical teams were working across multiple EHR systems and monitoring tools. Alerts were duplicated or missing context, and operational leaders had limited visibility into overall patient risk across sites.
- HL7 and FHIR feeds with inconsistent semantics and quality.
- Alerting rules tuned per-system with limited cross-team oversight.
- Manual triage processes relying on spreadsheets and phone calls.
Secure integration & insight layer
- Design and implement a unified integration layer.
- Normalise data into patient-centric longitudinal records.
- Provide dashboards and triage workflows for clinicians.
- Embed governance around alert rules and models.
From integration to bedside insights.
Velinsa squads collaborated with clinical governance and IT to build safe, observable integrations and insights that aligned with existing workflows.
Data discovery
Catalogued feeds, message formats, and constraints across all integrated systems.
Normalization & models
Defined a canonical patient data model and mapped HL7/FHIR fields with validation.
Clinician workflows
Designed dashboards and triage flows co-created with clinicians and governance groups.
Rollout & tuning
Rolled out units incrementally, tuning alert thresholds and reviewing impact weekly.