Draft Topic
What mental health parity work needs from AI
How AI could support documentation and review without replacing policy judgment, clinical nuance, or legal interpretation.
Writing
Short, practical thinking on behavioral health systems and clinical technology.
This page is set up for future essays, notes, and field observations. Start with titles and short summaries, then expand them when ready.
Draft Topic
Why clinical operations work is often translation work
Reflections on turning policy, quality expectations, and member needs into workflows that real teams can use.
Draft Topic
Human-in-the-loop should mean something specific
A practical look at where licensed review, escalation, documentation, and accountability need to sit inside clinical AI workflows.