# Workflow Examples

These are generic examples. They are not active internal proposals and do not imply endorsement by any employer or healthcare organization.

## Example 1: Structured Ticket Drafting Assistant

**Problem:** Operational notes are often messy, incomplete, and hard to route.

**Pattern:** The assistant turns raw non-sensitive notes into a structured draft with problem statement, impact, steps already tried, missing information, and suggested routing.

**Review requirement:** A human confirms accuracy and removes any sensitive content before use.

**Example metrics:**

- Draft time
- Missing fields
- Rework rate
- User confidence

## Example 2: Training Content Assistant

**Problem:** Training teams often need to convert reference notes into learner-facing drafts.

**Pattern:** The assistant creates a first draft with learning objective, audience, steps, callouts, and review questions.

**Review requirement:** A human validates the draft against source material and local style expectations.

**Example metrics:**

- First-draft time
- Accuracy against source notes
- Editing time
- Learner feedback

## Example 3: Workflow Analysis Assistant

**Problem:** Teams need a repeatable way to identify bottlenecks in current-state work.

**Pattern:** The assistant maps steps, systems, handoffs, pain points, and improvement opportunities from a synthetic or de-identified workflow description.

**Review requirement:** Process owners validate the map and choose which recommendations are realistic.

**Example metrics:**

- Number of bottlenecks identified
- Recommendation quality
- Time to produce current-state map
- Actions accepted by process owners