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AI Agents guide

Manage the Knowledge Base

Give your AI Agent a clear, current and approved source of truth—without mixing in private records, conflicting policies, expired offers or unnecessary pages.

Quick answer

Prioritize source quality over content volume

The knowledge base supplies the approved facts an AI Agent may use. Choose one authoritative source for each subject, write focused FAQs with necessary conditions, scope knowledge to the agents that need it, review every import, and retest affected questions after each material change.

1 Select2 Review3 Organize4 Test
Operating principle

Treat knowledge as an approval lifecycle

Adding a page or document is only the beginning. Customer-facing knowledge should move through a controlled sequence before an agent relies on it.

01Select

Choose the source that owns the current answer.

02Clean

Remove irrelevant, private, duplicated or expired material.

03Approve

Confirm wording, conditions, dates and ownership.

04Attach

Link the knowledge only to the agents that need it.

05Test

Verify the answer, boundaries and non-applicable cases.

Good answers are not created by volume alone. A smaller collection of clear, current sources is usually safer and easier to maintain than a large collection of overlapping text.
Step 1

Choose authoritative sources

For each subject, identify one source that owns the current answer. A reviewer should be able to explain why the source is included and who can approve its next update.

01

Owned

A named person or team can approve the fact and resolve exceptions.

02

Current

The source has a known effective date or recent review date.

03

Specific

Its subject, audience, conditions and limitations are clear.

04

Safe

It contains no credentials, private records or confidential internal notes.

Include

Useful source material

  • Approved service or product pages
  • Current business FAQs and policies
  • Maintained operating details
  • Approved qualification criteria
  • Focused reference documents
Review first

Context-dependent material

  • Prices, promotions and availability
  • Long documents with several subjects
  • Legal or policy pages
  • Documents containing exceptions
  • Material copied from another system
Exclude

Unsafe or low-value material

  • Drafts and expired offers
  • Customer records or private notes
  • Passwords and access credentials
  • Internal implementation details
  • Duplicate, archive or search pages
Change control

Track facts that can change

Pricing, hours, availability, promotions and policy limits should have a source owner and review trigger. Do not leave a volatile fact inside an unowned document and assume it will remain correct.

RecordWhat to document
Source owner

The person or team authorized to confirm the current answer and any exceptions.

Effective date

When the fact became valid and, when known, when it should stop being used.

Scope

The location, service, product, account, audience or channel to which the fact applies.

Review trigger

The event or schedule that should cause the source to be checked, refreshed or retired.

Fallback

What the agent should say or where it should hand off when the current answer cannot be confirmed.

Do not make the agent resolve a source conflict. If two approved sources disagree, pause the affected answer, confirm the current policy with the owner, and correct the source material before retesting.
Step 2

Write useful FAQs

Use one subject per FAQ and write the question the way a customer would naturally ask it. Include only the conditions needed to prevent the answer from becoming incomplete or misleading.

FAQ blueprintCan I change my appointment?
1
Direct answer

State the approved answer first, without a long preamble.

2
Conditions

Explain timing, location, service or account conditions that change the answer.

3
Exception

Identify when the answer cannot be confirmed automatically.

4
Next step

Give the approved action or human handoff when more help is required.

  • Use a customer-style question or a clear topic.
  • Answer with approved language and necessary context.
  • Include common phrasings without filling the title with keywords.
  • Avoid absolute claims when the answer depends on location, service, account or date.
Step 3

Separate shared and agent-specific knowledge

Reuse general business facts across the agents that need them. Keep offer-specific instructions and policies attached only to the relevant agent so one conversation path does not inherit details from another.

Shared business knowledgeApproved hours, locations, contact methods and general policies

Reusable across every relevant agent.

Agent AService-specific

Offer details, eligibility and next step.

Agent BSupport-specific

Troubleshooting, policy and escalation.

Agent CApplication-specific

Requirements, questions and handoff.

Avoid duplicate copies. When the same fact is pasted into several places, one copy can be updated while another remains stale. Prefer a maintained shared source when the policy truly applies across agents.
Step 4

Import websites and documents as drafts

Automated extraction can accelerate the first draft, but it does not approve the content. Large sites should be imported by useful section rather than indiscriminately.

  1. 1

    Select the useful section

    Choose pages or document ranges that directly support the approved agent role.

  2. 2

    Extract a draft

    Generate the initial text or FAQ candidates without making them available to normal traffic.

  3. 3

    Remove noise

    Exclude navigation, archives, repeated text, unrelated offers, tracking language and internal notes.

  4. 4

    Verify the facts

    Review questions, answers, dates, links, conditions and any statements created from the source.

  5. 5

    Approve and scope

    Confirm the source owner and attach the knowledge only to the agents that need it.

  6. 6

    Test before release

    Run the affected questions, exceptions, non-matches and handoff cases.

A source refresh is a new change. Refreshing a website or replacing a document can introduce different wording, dates, links or contradictions. Put refreshed content through the same review and test gate.
Conversation evidence

Turn gaps and conflicts into a prioritized backlog

Review real conversations for repeatable knowledge problems. Correct the underlying source instead of teaching the agent to repeat an isolated answer without the conditions that make it true.

Priority 1

Incorrect, unsafe or conflicting

Pause the affected answer or route, identify the authoritative source and correct it before normal use continues.

Priority 2

Missing answer or wrong handoff

Add the approved fact or escalation path, then test the exact conversation that exposed the gap.

Priority 3

Correct but unclear or incomplete

Improve the source wording and conditions while preserving the approved meaning.

Priority 4

Broken link or retired action

Update or remove the destination and confirm the replacement reaches the intended page or workflow.

Approval gate

Test after every knowledge change

Use controlled test conversations that confirm the changed fact and its boundaries. Save accepted results as a regression set for later source refreshes.

  • Ask the exact question that originally failed or exposed the gap.
  • Ask a natural paraphrase that should return the same approved answer.
  • Ask a related question that uses the same source in a different context.
  • Test a location, service, account or date where the fact should not apply.
  • Confirm the response includes the necessary conditions and exceptions.
  • Trigger uncertainty or a human handoff when the answer cannot be confirmed.
  • Verify every link and enabled next action reaches the intended destination.
  • Repeat previously approved high-risk tests affected by the same source.

Knowledge approval gate

Do not release changed knowledge until the intended answer, a paraphrase, a related case and a non-applicable case all behave as expected.

Ongoing maintenance

Use a simple review rhythm

Triggered

After a business change

Review the source when pricing, hours, availability, promotions, policies, offers or destinations change.

Monthly

Knowledge review

Check volatile facts, repeated gaps, source ownership, broken links and recently imported content.

Per release

Regression testing

Repeat the accepted tests after material knowledge, instruction, routing or action changes.

Troubleshooting

When knowledge-based answers are not working

The agent cannot answer a question that appears on the website

Confirm that the relevant page or FAQ was selected, approved, attached to the correct agent and refreshed after the latest website change. Test a direct question before broadening the source collection.

The answer is outdated

Find every source containing the fact, identify the authoritative version and remove or replace stale copies. Add an owner and review trigger, then test the exact failed question and its conditions.

The agent combines details from different offers

Review shared knowledge and agent-specific attachments. Move offer-specific details out of reusable groups and attach them only to the appropriate agent.

An import created weak or repetitive FAQs

Narrow the imported section, remove navigation and duplicate text, then rewrite each retained FAQ around one clear customer question, direct answer, necessary conditions and next step.

A refreshed source changed previously correct behavior

Compare the refreshed content with the last approved version, check for new wording or contradictions and rerun the regression set. Restore or correct the source rather than adding a conflicting instruction.

Private or confidential material was added accidentally

Remove the material from the knowledge source and any affected agent immediately, restrict the source appropriately and contact ConvoRev support with the account, source and approximate time. Do not email the confidential content itself.

Need knowledge help?

Send the source and one test case

Include the account, agent, source title or page, question asked, expected answer, actual result and whether the source recently changed. Do not attach credentials, private customer records or confidential internal notes.

Email ConvoRev support