Secure diagnostic workflow platform with medical data visualization

Built HIPAA-aligned reporting dashboards, diagnostic workflows, and AI-assisted analytics with improved clinical usability.

Diagnostic workflows
Secure reporting
AI-assisted analytics

MedAxis Intelligence systems architecture

Context

Problem framing

MedAxis Intelligence delivers clinical decision support where latency and audit trails affect care pathways. Models must be explainable to clinical reviewers.

Challenge

Constraints

HIPAA-aligned data paths, sub-second recommendations in busy workflows, and model updates without undeployed downtime.

Architecture

System design

De-identified feature pipeline, model serving with canary releases, audit logs tying recommendations to input features, and UI surfacing rationale snippets clinicians can challenge.

Delivery

How we shipped

Clinical pilot with documented review sessions; recommendation latency within SLA. MedAxis clinical engineering owns model promotion checklist.

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