A source-checking method for internal business answers

Check the claim, the source and the missing conditions

A business answer can include a real citation and still tell staff the wrong thing. The cited paragraph may discuss a different service, omit an exception or belong to an old policy. Checking an AI answer means testing whether each material claim is supported by the right source for this question, with the conditions that change the decision preserved.

This guide provides a review method for internal procedures, product information and customer-service guidance. It describes proposed controls and hypothetical examples. It does not make a cited answer automatically suitable for legal, financial, clinical or other specialist decisions.

Scope an answer verification workflow (03) 9003 0111

Answer verification workflow mapping the real question to approved evidence, claim checks and a qualified answer. Select the diagram to view it full size.

Four questions for every material claim

Support

Does the source actually say this?

A related paragraph is not enough; inspect the passage that supports the claim.

Scope

Does it apply to this question?

Check the customer, product, location, date and other relevant conditions.

Completeness

What exception could change the answer?

Preserve qualifications and missing information that affect the next action.

Authority

Is this the approved current source?

A real document may still be superseded, unofficial or outside the reader's access.

Verification starts before the answer is written

The source collection, question definition and review standard shape whether an answer can be checked. A final citation badge cannot repair missing evidence upstream.

Define what a supported answer means

For a procedure question, a useful answer may need the action, responsible role, prerequisite and escalation path. For product information, it may need the applicable version and exclusions. Write those requirements before evaluating answers. Otherwise a short, accurate sentence can be marked complete even though it omits the part the employee needs to act correctly.

Use approved sources with ownership

Give each source an owner, scope and status. Distinguish published policy from draft discussion and historical reference. The retrieval process should respect those distinctions, and the answer should identify uncertainty when the available material conflicts. A large document collection without authority metadata makes it difficult for either an AI or a human reviewer to know which instruction governs.

Check claims separately

Split an answer into the material statements that influence action. Match each statement to the supporting passage and test whether the meaning is preserved. Do not let one valid citation cover an entire paragraph containing additional unsupported claims. Keep unsupported inference visible and remove it when the answer needs to stay within documented policy.

Allow an honest no-answer outcome

Some questions cannot be answered from the permitted sources. A useful system should identify what is missing and route the question to an appropriate owner without inventing a rule. Evaluate that behaviour deliberately. If every question must produce a confident answer, the workflow rewards plausible completion rather than accurate use of evidence.

A six-stage answer checking workflow

The process can be used manually or scoped into a review system. Keep the acceptance standard independent from the answer being assessed.

A question with decision context

Record the real question

Preserve the wording and context needed to interpret the request. Identify any missing detail that changes the answer, such as service type, date or customer category. Do not silently replace the question with an easier nearby one. A proposed answer to how do we approve this exception should not be scored as complete because it explains the ordinary process.

A traceable evidence set

Select authorised evidence

Retrieve only sources the user may access and that are approved for the question's scope. Retain document identity, version and the relevant passages. If a required source cannot be read, mark that limitation explicitly. A retrieval failure is not proof that the rule does not exist, and a stale cached passage should not quietly become the current authority.

Claim-level support

Create a claim map

Break the draft into material claims and attach a source passage to each. Include conditions, exceptions and role assignments as their own checks when they affect action. Separate direct statements from inferences. The map need not be shown in full to every user, but it should be inspectable during evaluation and for consequential answers under the agreed review process.

A supported or challenged claim

Test entailment and scope

Ask whether the source actually supports the claim as written, whether the claim applies to this case and whether any surrounding text limits it. Read enough context to catch definitions and exceptions. A source that says a manager may approve does not support a claim that approval is automatic. An answer about a different product is not rescued by a correct quotation.

A complete qualified answer

Check omissions and contradictions

Compare the answer with the requirements for this question, including important exceptions. Look for conflicts between the selected sources and identify the owner who must resolve them. Do not average contradictory rules or select the more convenient one without authority. Check whether the answer implies an action that the source does not authorise even if its individual sentences sound reasonable.

An answer people can inspect

Deliver with useful references

Present the answer in plain language with source references that open for the intended user. Include the relevant conditions and a clear statement when evidence is insufficient. Keep a route to the document owner for unresolved questions. Retain the answer and evidence versions for review, because a later document update can change whether the same wording remains valid.

Questions that expose weak source checking

Task	Traditional	Verification requirement	Notes
What is the standard process?	Summarise the nearest procedure	Include prerequisites, owner and next action	Check whether the answer omits a required step because it appeared in another section.
Can we make an exception?	Repeat the ordinary rule	Find the documented exception authority	If the source does not authorise an exception, say what evidence or owner is missing.
Does this apply to this customer?	Use a broadly relevant policy	Check the customer category and scope	A correct general rule may still be wrong for the specific case.
Which version is current?	Choose the newest upload	Check approved status and effective information	Upload time alone does not establish policy authority.
The documents disagree	Blend both paragraphs	Identify the conflict and refer it	The answer should not invent a compromise that no owner approved.
Where did this answer come from?	Attach one citation to the whole response	Map material claims to supporting passages	Verify that the linked document opens for the employee using the answer.
The source cannot be accessed	Answer from remembered context	Report unavailable evidence and limit the claim	A failed read is not a valid negative finding about the document collection.
The question has no documented answer	Generate a plausible policy	State the gap and route the question	No-answer cases belong in the evaluation rather than being treated as unavoidable failures.

Ways a sourced answer can still mislead

A citation supports only the topic

A paragraph mentioning refunds does not necessarily support the proposed refund condition. Read the exact passage and surrounding qualifications. Require each material claim to have a defensible relationship to the source rather than treating relevance as proof.

The answer omits a deciding exception

A summary can preserve the main rule while dropping the exception that applies to the question. Include exception-focused cases in evaluation. Check what a person would do after reading the answer, not only whether its individual sentences are technically true.

A reviewer sees the expected answer first

Showing an evaluator a preferred outcome can influence its assessment. Keep the reference requirements independent and verify quoted support against the source. Use a human review process for disputed or consequential cases rather than assuming a second model provides independent truth.

Permissions are checked only after retrieval

If restricted material is already present in the answer context, hiding the citation does not remove the exposure. Apply access controls to evidence selection and test with users who have different permissions. Do not assess the system only from an administrator account.

An old answer survives a source update

Saved answers, summaries and caches need a relationship to their source versions. When an approved rule changes, identify affected answers and tests. A current document library can coexist with stale generated responses if those downstream artefacts are not reviewed.

The checker cannot read the evidence

A failed fetch, broken link or unreadable attachment should produce an unverified outcome. It must not be counted as a supported answer or as proof the claim is false. Preserve the failure so the review can be completed with the actual source.

Worked example: an ordinary rule does not answer an exception request

Imagine an employee asks whether a customer can receive a replacement outside the ordinary service window. The approved procedure describes the standard window and says that an authorised manager can consider exceptions after specified evidence is collected. A generated answer summarises the standard window accurately and concludes that the request cannot proceed. Its citation is real, and the first sentence is supported, but the conclusion omits the exception path.

The reference requirements for this question should include the ordinary rule, the exception authority and the prerequisite evidence. The claim map then exposes the problem: the statement that the request cannot proceed is not supported by the full procedure. A corrected answer would explain that the ordinary condition is not met, describe the documented referral path and avoid promising that the exception will be approved.

Now consider the reverse failure. An answer says a manager can approve the replacement and omits the evidence requirement. That answer is also incomplete and may cause staff to act prematurely. The review must preserve the conditions that change the decision, even when removing them makes the response shorter. A useful answer is concise enough to use while still telling the employee what must happen before the next action.

The example demonstrates why source checking needs the original question. If the checker only sees the answer and a related paragraph, it may confirm a summary of the standard rule. Retain the question context and its required decision. Evaluate the workflow on both ordinary cases and exceptions so the system is not rewarded for substituting an easier question that the documents answer more directly.

A source-checking worksheet for a business owner

Create a row for each material claim with the answer wording, supporting document, version, passage and applicable scope. Add separate columns for missing conditions, unsupported inference and source access. Use clear outcomes such as supported, contradicted, incomplete and unverified. Do not force an inaccessible source into a true-or-false result, because the evidence has not been examined.

Before reviewing candidate answers, ask the process owner to record the elements a complete answer must contain. Include the escalation path and valid no-answer behaviour. Keep this reference independent from the wording produced by the candidate. Otherwise the review can become a search for support for whatever the model happened to say, instead of a test of whether it answered the business question.

Finish with the action implied by the answer. Ask what an employee would do after reading it and whether the approved sources support that action under the stated conditions. This final check catches answers that contain individually plausible sentences but combine them into an unauthorised recommendation. Preserve the failed example and its source relationship as a regression case for later changes.

Test the verifier before trusting its green verdict

Create a small set of deliberately different answer defects under approved source material. Include a claim that contradicts the source, a correct statement applied to the wrong scope, an answer missing a required condition and a reference that cannot be opened. Also include supported, complete answers that should pass. The checker should distinguish these cases rather than rejecting everything or confirming anything with a plausible citation.

Keep the expected verdict and its rationale separate from the checker input. If a review aid receives the answer it is expected to find, its apparent success may reflect the hint rather than source analysis. Inspect the actual request supplied to any automated evaluator. Confirm that it sees the original question, the candidate answer and the permitted evidence, with no hidden reference labels introduced by filenames or surrounding metadata.

Review disagreements at the claim level. A checker that identifies a real omission but assigns the wrong overall label still provides evidence to inspect. A checker that reports supported without naming the relevant passage needs closer examination. Require enough source detail for a person to verify the reasoning. Do not treat an eloquent explanation as proof that the underlying document was read or that the claim follows from it.

Retain the known-good and known-bad cases whenever the verifier changes. A new prompt, model or retrieval method can alter its behaviour. Run the controls again and document coverage limits before using it to assess another batch of answers. This does not make the verifier infallible, but it prevents an untested reviewer from silently becoming the authority behind a report that says every business answer is correct.

How Yes AI can help make answers reviewable

Define answer requirements

We can work with a process owner to identify what a complete answer needs for a bounded set of business questions. The result should include required conditions and valid no-answer outcomes. This creates an evaluation standard based on the work rather than writing style.

Organise source authority

We can scope a source inventory with owners, status and scope, then identify contradictions or access gaps. This work may be more valuable than adding another search tool. The business remains responsible for approving policy content and settling conflicting instructions.

Prototype claim-level review

A proposed workflow can retain question context, supporting passages and material claims for inspection. We can test whether the answer preserves conditions and whether references open for the intended user. Any integration and access behaviour needs confirmation in your environment.

Recommend a simpler answer path

If a short approved checklist answers the recurring question reliably, a generated answer may be unnecessary. We can help distinguish questions that benefit from synthesis from those better served by a direct link or form. The objective is dependable access to the right instruction.

Build evidence around one recurring question group

Choose a bounded area with a named source owner. Avoid starting with every document the organisation has ever stored.

Select the questions

Collect real recurring questions and the context that changes their answers. Include exceptions, missing information and questions that should not be answered from the available sources.

Establish the references

Have the source owner identify approved passages and expected answer requirements. Record conflicts and missing policy instead of resolving them through model-generated guesses.

Run candidate answers

Preserve the exact sources and workflow version used. Keep answer generation separate from reference preparation and retain unsuccessful retrievals as evidence gaps.

Review support and completeness

Inspect each material claim, scope condition and omission. Test source access under representative permissions and resolve disputed scoring with the owner.

Maintain answer coverage

Keep the question set connected to source versions. Re-run affected checks when documents change and sample live answers under the agreed review process.

Turn this guide into your next steps

Use these steps to prepare your own review. Tick a step once you have recorded its evidence. Ticks are temporary and are not saved or sent to us.

Bring one example of the process you want to improve. We can help define the scope, checks and next decision. Consultation options and any fee are shown before you book.

Scope an answer verification workflow

FAQ

Does adding citations stop AI from making things up?

A citation helps a reader inspect the evidence, but its presence does not establish that the claim is supported. The linked source can be irrelevant, outdated or missing a condition included in the answer. Check the relationship between each material claim and the actual passage. Keep unsupported claims out of answers that must stay within approved documentation.

Can another AI verify the answer?

A second model can be evaluated as a review aid, but it is not an independent source of truth. It can misunderstand the same passage or accept an unsupported inference. Require source evidence, test the checker against known good and bad cases and use qualified human review for disputed or consequential decisions.

What is the difference between support and completeness?

Support asks whether the statements made are justified by the source. Completeness asks whether the answer includes the information needed for the actual question. An answer can be entirely supported yet omit a required approval or exception. Evaluate both, using a reference checklist tied to the question and its context.

What if two approved documents conflict?

The answer should identify the conflict and refer it to the responsible owner or established precedence rule. Do not let the system invent a compromise or choose whichever document is easier to summarise. Record the resolution in the approved source collection so future answers do not repeat the same ambiguity.

Should every answer quote the source directly?

Not necessarily. Plain-language summaries can be useful when they preserve the meaning and conditions. Keep references to the supporting passages and use brief quotations where they help resolve ambiguity. The critical requirement is that the claim remains faithful to the source, not that every response reproduces the document verbatim.

How do we test questions with no answer?

Include them deliberately in the evaluation and define the expected behaviour: state the missing evidence, avoid inventing policy and route the question appropriately. Distinguish a genuine documentation gap from a retrieval failure. Both may prevent an answer, but they require different remediation and should not be scored as the same outcome.

When should we use a direct document link instead?

Use a direct link when the approved source is short, clear and already gives the employee the needed action. Generated synthesis is more useful when several authorised sources must be combined carefully. Compare the effort and error risk of both approaches on real questions before assuming an AI answer is the better interface.

Make business answers traceable to approved evidence

Bring a set of recurring staff questions and the documents meant to answer them. Yes AI can scope a source-checking method that exposes unsupported claims, missing conditions and unresolved gaps.