Before you begin
Start with one workflow, one source of information, and a named reviewer.
Use sanitized sample data while you are testing the structure and review loop.
Build the workflow
For a first healthcare app, choose a workflow with clear rules, a named reviewer, and a measurable operational result.
Examples
Staff onboarding and access
Document intake and routing
Scheduling exceptions
Revenue-cycle review
Policy-based knowledge support
Prioritizing incomplete administrative records
Starter prompt
“Build an internal operations app for [role]. Accept [administrative input]. Use [approved source or rule set]. Return [structured output]. Show missing information and conflicts. Require [reviewer] approval before any record or system is changed.”
Use synthetic or de-identified data while the workflow is being tested.
Do not start by asking the app to make an unsupervised clinical decision. Start where a person can review the output, correct it, and define what good looks like.
Common mistakes
Beginning with unsupervised clinical decisions.
Using identifiable production data during early testing.
Changing systems of record without a named reviewer and audit trail.
Frequently asked questions
Can I use this template for a different industry?
Yes. Replace the role, input, rule set, output, reviewer, and prohibited actions. Keep the first workflow bounded and inspectable.
When should I use production data?
After the structure works with safe examples and the required permissions, security, retention, and review controls are in place.