Writing
Essays on clinical AI, airway devices, emergency medicine, and the part of building where real-world constraints start killing bad ideas.
Most of these pieces come back to the same question: what survives once cost, workflow, fatigue, and actual consequences show up.
Elsewhere at Sayvant
Some of the public writing lives on Sayvant rather than here. These are the pieces and case studies most worth cross-linking.
- Sayvant • January 27, 2025
Critical Care Billing for EM Clinicians
Why critical care billing matters, and how to get it right.
- Sayvant • December 2, 2024
Bridging the Gap Between Decisions and Documentation
What makes a good clinical note for emergency medicine.
- Sayvant • October 27, 2025
Why “Defensive” Documentation Fails
How Sayvant avoids common pitfalls and delivers defensible clinical notes.
- Sayvant • September 11, 2025
Case Study: San Joaquin General Hospital
Learn how San Joaquin General Hospital EM partners with Sayvant.
2026
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Preventing AI Fabrication in Clinical Documentation
How I think about keeping physician-facing documentation systems from quietly making things up and losing trust.
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Building a Chest Pain Risk Stratifier from Clinical Conversations
Why I worked on chest pain risk support from conversation data and why support matters more than false certainty.
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Changing Models in Clinical Documentation Without Losing Control
How I think about swapping model backends in clinical documentation without turning the chart into an experiment.
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The $95 Laryngoscope
Why a cheaper video laryngoscope mattered less as a gadget problem than as an access problem.
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Building in Public
Why I stopped hiding the work, what private progress gets wrong, and what this site is actually for.