A useful AI workflow starts with a job, source material, and a clear review point. The goal is not to outsource judgment. It is to make your thinking easier to examine and your drafts easier to improve.
The prompts below are starting templates. They are not a test of any particular model and they do not guarantee factual accuracy. Use an authorized tool and suitable data. Keep confidential, regulated, or identifying material out of public examples.
1. Find the assumptions in the offer
Start with something you actually wrote. Ask for criticism rather than a more impressive-sounding version.
Review whether the criticism is relevant to the customer you are trying to help. You do not have to accept every suggestion.
2. Prepare for a customer conversation
Give the assistant the customer situation and what you do not yet know. Ask for questions about past behavior, not leading questions designed to earn approval.
The resulting questions are preparation. They are not customer evidence until a real conversation takes place.
3. Compare smaller versions of the idea
Instead of generating a huge feature list, ask for the smallest test of the riskiest assumption.
Choose the test you can run responsibly with the time and access you have.
4. Turn a process into a checklist
Describe a process you understand, including where it can fail.
Have the person who does the work check the steps. A clean checklist can still be wrong.
5. Review the week without inventing a success story
Bring specific actions and observations. Ask the assistant to keep interpretation separate.
Then decide the next move yourself. The assistant can help organize the decision; you still own it.
A simple quality check
Before using an output, ask: Is it faithful to the source? Which claims need checking? What did it assume? Who could be affected by a mistake? Which person must approve the next action?
Start with drafts and internal planning. Add automation only after you understand the failure cases and have a suitable review process.
Turn the read into a next step.
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