Before putting an AI answer into a client proposal, school assignment or business decision, separate the useful explanation from the claims that need checking. The question is not whether the writing sounds confident. It is whether the evidence supports what you are about to repeat or do.
For Nigerian readers, there is another test: does the answer apply here? An accurate description of a service in another country can still be the wrong basis for your purchase, application or business process.
The method below is Tech Embed’s practical verification workflow. It is not a certification scheme and cannot guarantee an error-free result. It follows the broader emphasis on evaluation and responsible use in NIST’s AI Risk Management Framework.
1. Decide what would happen if the answer were wrong
A suggested meeting agenda and a claim about a tax obligation do not deserve the same review process. Before checking details, identify the consequence of an error.
For a low-risk brainstorm, you may only need to judge whether the ideas fit your task. For anything involving money, health, legal rights, account access or public allegations, require authoritative evidence and appropriate professional review. Do not let the convenience of a fast answer determine the standard of proof.
For students, also check what your institution permits. UNESCO’s guidance encourages human-centred use and evaluation of generative AI in education; it does not replace your school’s assessment rules. UNESCO guidance.
2. Extract the claims instead of rereading the prose
Highlight names, dates, figures, deadlines, product capabilities and instructions. Put each important claim on its own line. This stops a well-written paragraph from hiding several separate assumptions.
Consider this hypothetical answer: “The service accepts Nigerian accounts, costs a fixed monthly amount and supports local bank payments.” That is at least three checks, not one. A source confirming account availability does not automatically confirm the price or payment method.
Ask the AI to distinguish sourced facts from assumptions if that helps you organise the material. Treat the response as a checklist to investigate, not as evidence that the investigation has happened.
3. Open the source and find the supporting passage
Follow the citation and inspect the actual page. Does the organisation exist? Is this its official website? Does the page state the claim, or merely discuss a related subject?
An official product page may support an availability statement. It does not independently prove a vendor’s claim that its product is the best. Similarly, a link to a regulator’s homepage does not establish a specific rule unless you locate the relevant notice or document.
For a consequential claim, keep the exact passage or document reference and the date you checked it. If a link is broken or the passage cannot be found, mark the claim unverified. Do not repair the gap by inventing a plausible explanation.
4. Run a Nigeria applicability check
Look for country coverage, billing currency, accepted payment methods, eligibility and the date the terms take effect. For other African markets, check those countries separately instead of treating “Africa” as one service region.
Suppose an AI suggests software for a Lagos shop. Before recommending it, verify that the shop can actually register, pay and use the needed feature. If the provider has not confirmed a point, the honest conclusion is “not confirmed”, not “probably available”.
This local check is where you turn a global explanation into a usable decision. Tech Embed’s practical AI guide for Nigeria provides broader context for selecting suitable tasks.
5. Recalculate, test safely and record the decision
Recalculate important arithmetic separately. If the answer gives a procedure, establish its prerequisites and consequences before trying it. Do not test a deletion command, payment instruction or security change on live business data merely to see whether it works.
Keep a short record: claim, evidence, date checked and outcome. Use three outcomes: supported, needs correction or unverified. Then remove or qualify unsupported claims before sharing the work.
Protect the information you use during the check, too. Do not paste customer records or private credentials into another tool just to obtain a second opinion. See Tech Embed’s AI privacy guide before using sensitive material.
Is agreement from another chatbot enough?
No. A second answer can help identify questions to investigate, but agreement is not independent documentary evidence. Open the relevant sources and compare their actual claims.
What if no reliable source can be found?
Leave the claim out, identify it as uncertain where useful, or seek qualified help if the decision cannot wait. “Unverified” is a useful outcome: it tells you where not to place your trust yet.
Topic hub: Explore more in Artificial Intelligence in Nigeria and Africa.
The aim is not to stop using AI. It is to keep ownership of the final judgement. You should know which parts you checked, which parts remain uncertain and why the answer is suitable for the person who will use it.
