Insights on health technology, vitals monitoring, and wellness from the MedScanOnline team.
An insurance-technology analysis of how an insurer health risk 30 second video workflow can infer limited risk signals from camera-based vitals, identity checks, and underwriting models.
An insurance-technology analysis of five integration patterns for moving vitals data into policy admin systems without slowing underwriting, audit, or downstream operations.
A research-driven look at how a decision engine uses vitals data, rules logic, and underwriting models to automate insurance decisions inside digital platforms.
A technical analysis of FHIR vs proprietary health screening payloads for insurance teams building underwriting APIs, policy admin integrations, and audit-ready data flows.
A research-led look at how insurance BPOs reduce per-file costs with automated vitals capture, lower touch time, and cleaner underwriting workflows.
An insurance-technology analysis of how multi-tenant underwriting platforms isolate health data across carriers while balancing speed, auditability, and shared infrastructure.
A technical analysis of how insurance teams validate model drift over time when predictive underwriting vitals feed risk scoring, governance, and API workflows.
A research-driven look at how insurance teams sandbox and load test a digital underwriting API before launch, from synthetic data and rate limits to resiliency drills.
A research-driven look at underwriting platform latency, including how digital insurance teams keep risk scoring under 500ms through orchestration, caching, observability, and API design.
A review of clinical validation studies comparing camera-based vital sign measurement with medical-grade reference devices.
