Expertise
Executive communication
Progressive compression: evidence, analysis, finding, decision, summary, each level honest to the one below it.
A compression stack
- Evidence
Two reports use the word denial. One counts remittance codes. The other counts a workflow status in the practice system.
- Analysis
The queries can both be valid and still describe different objects. A claim can appear in one and not the other.
- Finding
The reports are not comparable. The disagreement is a definition problem, not yet an operational trend.
- Decision
Pick the definition that matches the decision, adjudication, or workflow, and rename the other report.
- Executive summary
The denial reports disagree because they count different things. Choose a definition before acting on the trend.
Teaching example. Not a client result, and not a measured denial rate.
Executive synthesis
An executive summary is the last compression, not the first draft. It should name the decision and the reason, and it should survive contact with the evidence underneath it.
Diagrams
I use diagrams when a relationship is the point: a pipeline, a lineage, a handoff. A diagram that needs a legend the size of the drawing has failed. The figures on this site are the public examples.
Technical translation
Translation keeps the mechanism available without requiring every reader to live in it. The prompt-to-token page is that idea applied to a technical subject. The teaching page is the same idea applied to a classroom.