Turn a compliance policy into engaging mandatory training
Converts a dry policy into scenario-driven compliance training that changes behavior and still meets audit requirements.
The prompt
Help me turn a compliance policy into mandatory training people will actually learn from.
Policy or regulation: [PASTE OR SUMMARIZE - e.g. anti-bribery, data privacy, harassment prevention, safety]
Who must complete it and how often: [ROLES, annual / onboarding]
Required elements from legal, compliance, or the regulator: [e.g. specific topics, minimum duration, attestation, records]
Real risks and past incidents (anonymized): [WHAT ACTUALLY GOES WRONG HERE]
Format and length limit: [e.g. "25-minute e-learning"]
Design approach:
- Start from the 3-5 behaviors that matter most, not a tour of the whole policy.
- Use realistic gray-area scenarios from these learners' jobs, where the right choice is not obvious.
- Let experienced learners test out of sections they already know, where the requirements allow it.
- Make "how to report or ask for help" concrete: who, how, and what happens next.
- Keep a clear audit trail: completion, assessment score, policy acknowledgment.
Return:
1. A module outline: Section | Key behavior | Scenario | Assessment question | Minutes.
2. Two scenarios written in full with choices and consequences.
3. A plain-language summary of the policy for learners (under 200 words).
4. An attestation statement draft.
5. A checklist mapping each required element to where it is covered.
This is general information. Have legal or compliance review all content and requirements for my jurisdiction before launch. Do not invent legal requirements; mark gaps [CONFIRM WITH COMPLIANCE].
Highlighted [brackets] are blanks to replace with your own details.
Fill in the blanks and use this promptMore Learning & Teaching prompts
What to fill in
- ROLES, annual / onboarding
- e.g. specific topics, minimum duration, attestation, records
- WHAT ACTUALLY GOES WRONG HERE
- e.g. "25-minute e-learning"
- CONFIRM WITH COMPLIANCE
How this prompt is built
This prompt follows the Few-Shot structure (Few-shot prompting). A few-shot prompt includes one or more worked examples of the input and the output you want, so the model can copy the pattern instead of guessing it.
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