Begin with the questions people repeat

Ask a few colleagues which questions keep interrupting their day. Where is the latest template? Which process applies to this request? Who owns this system? Collect the documents people currently use to answer them. This exercise often reveals that the first problem is an outdated document or an unclear owner, rather than a missing chat interface.

Give the source material an owner

A folder full of documents is not automatically a useful knowledge base. Identify the current version, remove accidental duplicates and record who can approve changes. Where two documents disagree, resolve the conflict or label it clearly. An assistant cannot reliably settle an organizational disagreement simply because both files are searchable. Someone still needs responsibility for the underlying information.

Make answers easy to check

Ask the assistant to point to the relevant source section, not merely name a document. A colleague should be able to open it and see whether the answer follows. Distinguish a quotation from an explanation. For a question outside the available material, provide a useful handoff to a team or document owner rather than a polished guess.

Evaluate with ordinary and awkward questions

Try familiar questions, vague questions, outdated terminology and requests that the user should not be allowed to access. Check both the answer and the sources returned. Keep a small evaluation set and repeat it when the document collection changes. A pleasant conversation is welcome, but the real test is whether a colleague reaches the right information without gaining access to material they should not see.

A small answer-quality scorecard

Keep a few known-answer questions and a few deliberately unanswerable ones. A system that always responds confidently may perform worse in daily work than one that asks a well-targeted question or says which source is missing.

  • Can the reviewer open the cited source and find the statement that supports the answer?
  • Does the response distinguish documented policy from a suggested explanation?
  • When the answer is absent or access is restricted, does the assistant provide a useful handoff without exposing the hidden material?

Build a knowledge base around the reader task

Collect questions before collecting every document

Choose a small group of users and ask for the questions they repeat during an ordinary week. Write down what a successful answer would let them do. Then identify the approved source that supports each answer. This often produces a more useful initial collection than indexing an entire shared drive. You may discover that nobody owns the current procedure or that the answer exists only in a conversation. Treat those as knowledge-maintenance tasks. An assistant can make a source easier to find, but it cannot create organizational agreement simply by returning a confident paragraph about an undocumented practice.

Review document identity and current versions

Give each source a meaningful title, owner and indication of whether it is current. If an older version must remain available, make its status clear so the reader can distinguish history from guidance they should use today. Remove accidental duplicates and investigate conflicts between documents. Decide how an approved change reaches the assistant and how quickly it should appear. Keep a few known questions available for checking that update. This maintenance process matters because a polished answer can remain wrong when it is supported by a document that the business has stopped treating as authoritative.

Design citations for checking rather than decoration

A citation should take the reader to the relevant material and help them understand why it supports the answer. Naming a long document without identifying the useful section can leave almost as much work as the original search. Distinguish direct source statements from an assistant explanation. For questions with several conditions, show which condition depends on which reference. Ask a colleague to verify an answer without using information they already know. If they cannot locate the supporting statement, improve the citation or narrow the answer. The purpose is to make checking practical, not simply to display a source-shaped label.

Evaluate what happens when an answer is unavailable

Include missing and restricted material in the test set

Prepare a few questions that the approved source collection cannot answer. Add questions whose answer exists but should be unavailable to the current user. A useful assistant handles both cases without inventing a policy or exposing restricted content. Define a handoff such as contacting the document owner or opening a request for missing guidance. Record whether the question was answered, appropriately deferred or incorrectly guessed. Repeat this evaluation when permissions or sources change. Testing only familiar questions can hide the behavior that matters most when someone asks for help outside the demonstration examples.

Frequently asked questions

Does a citation make an answer correct?

No. The cited material may be outdated, irrelevant or interpreted incorrectly. Review whether the answer follows from the specific source and whether that source is approved for the user task. Citations make verification easier when they are accurate and accessible.

How should we handle feedback from staff?

Let users identify the question, answer and source that need attention without requiring them to write a technical diagnosis. Assign feedback to a source owner or product owner and track the resolution. A feedback button is useful only when someone has responsibility for responding to it.

A fictional question that reveals a source problem

Suppose a colleague asks which template to use for a service request. The source collection contains two documents with similar titles, one old and one current. A weak evaluation might accept either answer because both look plausible. A useful evaluation identifies the approved current source and asks the assistant to point to the relevant section. If the version status is unclear, the correct next step is source maintenance, not a more forceful instruction to always answer confidently.

Next, ask a question about an exception that the current document does not cover. The assistant should distinguish the documented procedure from the missing exception decision and offer the agreed handoff. Record whether a reader could verify the answer without already knowing the policy. Keep this pair of questions in the evaluation set after the source is updated. It tests both whether the current document is found and whether the assistant avoids filling an undocumented gap with a smooth but unsupported explanation.

  • Identify the approved source and owner before writing the expected answer.
  • Check a current-version question and an unanswered exception together.
  • Repeat the pair after a document or access change.

Explore related CoreBiz AI resources

The links below connect this guide to the relevant CoreBiz service and project. Check the project page for its current features and access requirements before using the live tool.

Prepared with AI assistance. Business and learning scenarios are illustrative; no customer results, hiring outcomes or performance guarantees are implied.

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