AI Functions & Prompt Engineering

You don't need to become an AI expert. You need to get clearer about your own work.

The MAP process

Map the workflow. Add the context AI doesn't have. Prompt with intent. The sections below walk through each step — the worksheet is the same one-pager from the session.

MAP Worksheet · Session 2 Handout

Map · Add context · Prompt. Printable or fill on screen.

Download Worksheet

Session 2 Slides

The full deck from the session. PDF.

Download Slides
Map the work first

Is AI even the right tool?

Ask in this order. Most "AI use cases" are actually one of the first three.


  1. Eliminate it.

    Nobody needs it anymore.


  2. Simplify it.

    Better template, different routing, pre-filled form.


  3. Automate without AI.

    Scheduled email, shared inbox, checklist.


  4. Then — should AI do this?

    If 1–3 don't solve it, AI comes into the picture.

One more question before you pick a tool

Does your AI policy cover this tool and this data? 12 Things Your Public Health AI Policy Needs →

Want the full method? Process Map Training — free 45-min on-demand training.

Add the context AI doesn't have

Without context, AI gives the average answer. With context, AI gives your answer — one that fits your department, your protocol, your community. Three pieces carry the weight:

Documents

Your CD protocol, food code, CHA, style guide.

Role

"Act as our CD program coordinator at a county of 80,000."

Constraints

"No medical jargon." "Under 200 words." "Don't speculate."

Custom Instructions, Projects, and PH360 custom agents all save these three pieces so you don't re-type them. PH360 also enforces your policy and jurisdiction at the platform layer.

Prompt with intent

Leverage the APE framework

Letter What it means Example
A — Action The verb. What you want done. Draft. Summarize. Compare. Rewrite. Translate. Extract.
P — Purpose Why. Who it's for. What "good" looks like. "So my CD director can decide whether to escalate."
E — Expectation Length, tone, format, what to include or skip. "Under 400 words, professional but warm, three action items."

Two polish moves

Ask it to ask you. Type: "Before you draft this, ask me up to 5 clarifying questions." Answer them. Then let it draft.

Tell it what's wrong. "Too long." "Too formal." AI doesn't get its feelings hurt.

83%

The gap most LHDs hit

Free tools can't touch your daily work. Enterprise tools don't know what a CD investigation looks like. Sauk County, WI used PH360 to cut workload on one investigation type by 83%.

Keep going

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