Insights
Notes on healthcare systems, AI and implementation.
I use research and current reporting as a starting point, then separate what the source says from what I think it means for workflow, adoption or operating decisions.
Selected notes
Five questions I keep coming back to.
Wait times are the headline, not the diagnosis.
A system-level delay identifies pain, not automatically the process step that should be fixed.
Read note → August 2026 · Technology + workflowAI scribes save time. That is not the same as fixing the workflow.
Time savings matter, but the surrounding workflow still determines whether the improvement lasts.
Read note → August 2026 · ImplementationI’m more interested in implementation than innovation.
A technically strong intervention can still fail when workflow, ownership and adoption are afterthoughts.
Read note → August 2026 · Healthcare systemsThe workaround is data.
Repeated workarounds can reveal where formal processes no longer match the work people actually have to do.
Read note → August 2026 · Healthcare innovationThe hardest part of innovation is often the handoff.
The transition from promising idea to routine use is where incentives, ownership and operating constraints become visible.
Read note →More notes
Archive
Shorter notes that extend the same questions without crowding the primary reading list.
Sources
References & sources
Each note links the underlying research and distinguishes source claims from my own interpretation. I do not present material I have read as research I personally conducted.