Start with the customer or staff task
“We need a chatbot” is a proposed interface. The underlying problem might be unanswered enquiries, hard-to-find information or a task that never reaches the right person.
Describe what someone is trying to finish and what currently gets in the way. That helps separate the conversation from the work behind it.
A chatbot helps with a conversation
A chatbot can guide a visitor through common questions or collect information for a person. It needs clear boundaries, maintained business content and a visible way to reach the team.
If the main issue is routine questions, define which questions it should cover and which ones should go straight to a person.
- Useful starting question: what are people repeatedly asking?
- Review answer quality and whether handoff is easy
- Do not treat a chat response as proof that a business action completed
Workflow automation moves a task forward
Automation connects steps: validate an enquiry, create a record, assign an owner and prepare a follow-up reminder. Clear rules may be sufficient; AI is one possible part of the flow.
The important checks are what happens on an error, how duplicate work is prevented and who takes over when an exception occurs.
- Useful starting question: where do people repeatedly move or re-enter information?
- Define triggers, actions and an owner for failures
- Keep approval before actions that need judgement
A knowledge assistant helps find supported answers
A knowledge assistant searches an agreed collection of documents and helps a person find relevant information. Source references make it easier to inspect the basis for an answer.
The documents still need an owner. Outdated content, missing permissions or unsupported answers can make a polished interface unhelpful.
- Useful starting question: which information is difficult to find?
- Agree the source collection and access boundaries
- Test missing answers, stale documents and escalation
Combine them only when the workflow needs it
A customer conversation might feed an enquiry-routing workflow, or a staff interface might search documents before preparing a request for approval.
Start with one outcome and add the other pieces only when they are needed. Scope each connection and review step so the combined system can be tested and maintained.