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AI Tax Research Prompt Starter Framework

A reusable prompt structure that helps tax professionals ask better research questions while preserving source verification and human review.

The purpose of a professional prompt is not to make an AI system sound certain. It is to make the research task explicit, constrain the answer and make uncertainty visible.

ROLEnAct as a research assistant, not as the final tax adviser.nnQUESTIONnState the exact tax question and the business facts that matter.nnJURISDICTION & PERIODnPakistan; specify federal/provincial authority and relevant tax year/date.nnSOURCE RULEnSeparate authoritative law/official guidance from commentary. Do not invent sections, SROs, cases or rates.nnOUTPUTn1. Issues to researchn2. Potential governing sourcesn3. Facts still missingn4. Preliminary analysisn5. Verification checklistnnLIMITnFlag anything that cannot be verified from the material provided.

Use the prompt with source material

For serious research, provide or independently open the relevant official material. A model’s memory of a tax provision is not a substitute for the current source.

Remove unnecessary client identifiers

If a legal research question can be asked without names, CNICs, account numbers or complete client documents, do not include them.

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Before you use the prompt

Prepare the research question before asking the AI system.

Write down the relevant tax year, authority, transaction facts and the decision you are trying to support. Remove unnecessary client identifiers and decide which official source you will use to verify the output. If the question depends on a document, provide only the minimum necessary extract or work from an anonymized version where possible.

After receiving the response, treat every section number, notification, rate, date and case reference as unverified until checked against the original source. Record unresolved facts separately rather than allowing the model to fill them with assumptions.

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