An AI chatbot content approval workflow should make a business change reach the right customer-facing information, reviewed knowledge and future answers. It does not mean manually approving every reply. This guide follows one change from discovery to verification, with a record a small team can maintain.
Classify the change and name its owner
First decide whether you are correcting inaccurate wording, clarifying an existing rule or changing the policy itself. An editor may fix a typo; a new cancellation condition needs the person authorised to make that decision. Record the source, owner, effective date and affected products or markets.
Fictional example: a service business replaces a standard installation package with two packages. The owner confirms what each includes and when the change takes effect. An editor should not infer the new scope from an incomplete sales note.
If responsibility or the governing source is unclear, use the knowledge governance guide to settle that first. This article assumes there is someone authorised to approve the change.
Update the source and all places that repeat it
Correct the approved public page or document, then find dependent explanations: FAQs, pricing pages, downloadable PDFs, spreadsheets and standard support responses. A corrected chatbot knowledge item does not fix a contradictory sentence still visible on the website.
Separate market exceptions explicitly. If a package differs in the UK and another market, state the applicable scope in the sources. A translated explanation should not silently become a new offer. Keep the old version for internal reference where appropriate, while ensuring it is no longer an active customer source.
| Stage | Action | Evidence to retain |
|---|---|---|
| Detect | Identify a business change, conflict or recurring unanswered question. | Original issue and affected source. |
| Decide | The authorised owner confirms wording, conditions, markets and timing. | Approved version and decision date. |
| Update | Revise the governing material and the pages or documents repeating it. | List of changed and retired sources. |
| Make searchable | Process the changed source and review the affected knowledge. | Knowledge state and any resolved conflict. |
| Verify | Ask the original question, variants and an unsupported exception. | Response, cited source and reviewer verdict. |
| Close | Confirm the visitor sees the intended rule and assign future review triggers. | Owner, outcome and next review condition. |
Review what becomes searchable
In RobiFox, website material can be re-read and contradictory knowledge presented for a decision. Its documented workflow preserves a human rewrite rather than silently overwriting it with later extracted wording. Use that protection to make a deliberate choice about the new rule.
Do not assume every source updates in the same way. The product describes weekly website re-reads; an uploaded document is a versioned file and needs its own revision process. A scheduled read is not a guarantee that a newly approved policy is already reflected in answers. Check processing and the resulting knowledge before declaring the change complete.
Distinguish approval from a gate on every answer
RobiFox’s knowledge review is not a promise that every response waits for a person. Some review actions add an approval signal to knowledge already in use. Resolve high-impact content and inspect the actual workflow rather than treating an approval label as proof that an individual answer is correct.
Review scope should match the consequence: prices, eligibility, contractual conditions and delivery commitments need more care than a minor wording improvement. Keep ordinary editing practical while ensuring decisions that change a customer promise reach the right owner.
Test what the visitor will now receive
For the fictional package change, ask what each package includes, whether an old inclusion still applies and whether an unpublished exception is available. Open the cited source and check the relevant conditions. Repeat a nearby question that should remain unchanged.
Record a short verdict: correct, incomplete, wrong source or unsupported promise. When a case fails, diagnose whether the source, extraction, retrieval or answer caused it. The accuracy guide covers overall scoring; the citation-audit guide covers source fit.
Use visitor feedback to open the next change
A repeated unanswered question, negative rating or handover is a reason to inspect a conversation, not proof that new content is required. The answer may already exist but have been missed. Follow the missing-knowledge workflow before creating a duplicate fact.
Keep a compact change record: issue, approved rule, affected sources, owner, test questions, result and review trigger. Recheck when the underlying policy changes; use a regular review to catch material that otherwise goes stale. For the product steps available to your team, see How RobiFox works.
Cover image: AI-generated editorial illustration, not a product screenshot.
