Sample scenarios
Three Lexington decisions, three different skills.
Equine operations
Practices verification
The catalog page that reads perfectly
- Situation
- Larkspur Hill Consignments uses AI to draft catalog pages for a fall sale. The draft for one yearling is polished and specific. It names a stakes winner in the family and quotes a sale price for a half sibling.
- The decision
- The pages go to print Friday. Trust the draft, spot check it, or check every claim?
- What good judgment looks like
- Check every claim a buyer could rely on against the official pedigree and race records, and cut anything you cannot source. Fluent is not the same as accurate. In a catalog, one invented detail can cost a sale and a reputation.
Bourbon and spirits marketing
Practices the brief
The release campaign that sounds like everyone
- Situation
- Copper Fence Distilling asks AI for a month of posts to launch a small batch release. The drafts invent a mash bill, suggest an age the bottle does not carry, and sound like every other distillery.
- The decision
- Keep editing the drafts, or start over with a real brief?
- What good judgment looks like
- Brief it like a new hire. Give it the approved fact sheet, the brand voice, the claims your compliance reviewer allows and the ones they do not, and two posts that worked. Tell it to use only the facts provided. A better brief fixes most of what editing cannot.
Campus and health administration
Practices the pilot
The admissions office that wants help
- Situation
- The graduate admissions office at a fictional regional university answers hundreds of routine questions a week. Staff want AI to draft replies. The dean wants proof before approving anything.
- The decision
- Roll it out to the whole office, or run a pilot? And what is allowed into the tool?
- What good judgment looks like
- Pilot one task: drafting answers from the published catalog and FAQ. No student records go into the tool. Measure time per reply and errors caught against the current process for two weeks, with one owner and a clear stop condition. The same approach fits a hospital’s patient access team.
These are illustrations of how a workshop is tailored. The companies are fictional and are not Guardian Owl clients.