Healthcare Series· 3 PartsSeries live

Real-Time Clinical Data:
What Goes Wrong in Hospital Environments

Most RPM platforms are tested on controlled networks. They are deployed in hospitals. This series covers the failure modes specific to hospital environments, the MQTT-to-dashboard architecture that solves them, and the build vs. buy decision framework built for health IT constraints.

Daniel Pardhe·Managing Partner, DP5·In partnership with Lightstreamer

4salert latency that changes outcomes

<1sclinical target with Lightstreamer

73%RPM platforms that fail on hospital WiFi

HIPAAon-prem deployment fully supported

All Parts

Part 01Infrastructure

The Real-Time Clinical Data Gap

Most remote patient monitoring platforms work perfectly in the lab. In a hospital ward, on hospital WiFi, behind hospital firewalls, they quietly fail in ways nobody designed for and nobody is measuring.

10 min read · Apr 17, 2026Read article →

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Real-Time Clinical Data:What Goes Wrong in Hospital Environments

Real-Time Clinical Data:
What Goes Wrong in Hospital Environments