AI Answer Verification Checklist
AI-generated content can be useful, clear and quick while still containing unsupported or incorrect information. Use this checklist whenever an AI output includes facts, sources, quotations, calculations, instructions or recommendations that could influence a business decision or be shared with another person. It works with ChatGPT, Microsoft Copilot, Google Gemini, Claude, search-based AI tools, document-grounded assistants, internal AI systems and AI writing tools. Verification reduces the risk of error — it does not eliminate it.
This checklist is vendor-neutral: the same verification process works with ChatGPT, Microsoft Copilot, Google Gemini, Claude, search-based AI tools, document-grounded assistants, internal AI systems and AI writing tools.
Step 1: Classify the task
- Brainstorming or creative draft
- Internal low-risk content
- Customer-facing communication
- Marketing or public claim
- Financial information
- Legal or regulatory information
- HR or employment information
- Health and safety information
- Cyber-security or technical change
- Significant business decision
The higher the potential impact, the stronger the verification and approval required.
Step 2: Check the request
- The objective was clear.
- The audience was specified.
- The date or time period was specified.
- The country or jurisdiction was specified.
- Relevant documents were supplied.
- Permitted sources were stated.
- The AI was told not to guess.
- Missing information was acknowledged.
- Assumptions were identified.
Step 3: Separate the output
Mark each important item in the response as one of the following:
- Verified fact
- Sourced claim
- Assumption
- Suggestion
- Calculation
- Quotation
- Unresolved question
- Professional judgement required
Then record each claim in a verification table:
| Claim | Type | Source | Checked? | Current? | Supported? | Risk | Approver | Status |
|---|---|---|---|---|---|---|---|---|
Step 4: Check every important source
- The source exists.
- The link opens.
- The publisher is identifiable.
- The publication date is suitable.
- The source applies to the UK or relevant jurisdiction.
- The original passage supports the claim.
- The surrounding context has been read.
- A newer source has not replaced it.
- The source is authoritative for the subject.
- The source is not merely another AI-generated page.
Step 5: Check numbers and quotations
- Recalculate important figures independently.
- Confirm units and currencies.
- Check dates and time periods.
- Locate the original quotation.
- Confirm the named speaker or author.
- Check that the wording has not been altered materially.
- Confirm the statistic’s original dataset.
- Check whether percentages describe the correct population.
Step 6: Challenge the answer
- What evidence would disprove this?
- What important information is missing?
- Are there alternative explanations?
- Does the answer rely on a false assumption?
- Is the language more certain than the evidence?
- Are there exceptions?
- Does another authoritative source disagree?
- Could the information be out of date?
The right target
Challenge the evidence, not merely the writing style.
Step 7: Obtain the right approval
- Content owner identified.
- Technical review completed where required.
- Legal or compliance review completed where required.
- Financial figures approved.
- Customer information checked.
- Confidential information removed.
- Final human approver recorded.
- Corrections process understood.
Step 8: Retain evidence where appropriate
- Original prompt retained.
- Source documents retained.
- AI draft retained.
- Verification table retained.
- Important edits recorded.
- Approver recorded.
- Final version retained.
- Review or expiry date set for time-sensitive material.
Quick decision panel
| Safe to use as a draft | Verify before use | Specialist approval required |
|---|---|---|
| Ideas | Statistics | Legal |
| Formatting | Product features | Tax |
| Tone changes | Customer claims | Financial advice |
| Templates | Current events | Medical |
| Non-factual creative content | Quotations | Employment |
| Technical instructions | Compliance | |
| Competitor research | Health and safety | |
| Cyber-security design | ||
| Contractual interpretation |
Want the full explanation?
Read our Technology Intelligence article on why AI hallucinations happen and how businesses can reduce the risk:
Plain-English Takeaway
Treat an AI answer as a draft until its important claims have been checked. Open the sources, confirm that they support the answer, identify assumptions and obtain suitable human approval before the output influences a significant decision or is published.
Downloadable guide
Download the AI Answer Verification Checklist
A printable checklist for checking AI-generated claims, citations, assumptions and approval before using or publishing them.
Download PDFFree download. No email address required.
Want the full business explanation?
The Technology Intelligence article covers why this matters, where it helps and what to watch out for.
Read the full Technology Intelligence articleRelated Knowledge Centre resources
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