Insights

Technical Articles & Industry Perspectives

Deep dives into clinical data engineering, EHR integration, CDI best practices, and the future of healthcare AI.

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Architecture

Why Native EHR Embedding Beats API-Only Integration

The difference between loose API coupling and deep native embedding is the difference between a pilot and a production system. A technical deep dive into integration architecture.

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CDI

The Last-Mile Problem in Clinical AI

AI models that work in labs fail in clinical workflows. Understanding why — and what infrastructure is required to bridge the gap between model and clinical reality.

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Reliability

What 24/7 Uptime Actually Takes

Building systems that run continuously in hospital environments requires a fundamentally different approach to architecture, monitoring, and operations.

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