Design should consider whether customers know what to do after receiving an answer. Classify questions as public information, case-specific lookups or matters requiring human judgment. Then decide which answers a system may provide and who takes over when service is not complete.
Who should consider this and when
A limited pilot may be appropriate when repeated questions concern products, documents or application procedures and approved information is available. Existing bots may also need review if policies are outdated, handoffs fail or customers repeatedly explain the same issue.
Base answers on current approved policies
Past conversations can help identify common questions, but individual discounts and exceptions should not become general rules. Keep each policy's effective period, applicable customer group and exceptions, and have a designated company owner confirm the content.
Design three service types separately
Public information should follow approved content. Order and billing lookups require identity and access checks. Refunds, discounts and contract changes should be decided by authorized people and business systems. A customer's knowledge of a name or order number does not by itself verify identity.
Human handoff needs an assigned queue or ticket, a useful summary, notification and confirmation that someone accepted the case. When no person is available, explain the available channels clearly; do not show a successful handoff if no one will handle it.
Project steps to discuss
- Select the first answerable topics and matters the system must not promise, using common questions and complaints.
- Define clarification, insufficient knowledge, identity checks and handoff conditions, including required data fields.
- Test ordinary questions, follow-ups, outdated information and backend failures on the agreed channels.
- Review answer quality, ticket handoffs and staff workload, then assign content updates and incident contacts.
Preparation and possible scope
Prepare approved FAQs, policy versions, redacted conversations, channels and the human handoff process. Possible items to discuss include an answer-scope list, conversation flows, acceptance cases and update and handoff rules. Whether a website, LINE or existing platform can be connected depends on the actual account and interfaces.
Timing and fees
Answering public information only differs in effort from looking up orders or creating tickets. Estimate knowledge preparation, channel setup, identity checks, model usage, communications and maintenance separately. Evaluate service resolution and error impact instead of focusing only on reducing human handoffs.
Frequently asked questions
Can planning start without an FAQ?
Draft answers from common inquiries, then have the policy owner approve them. Route unconfirmed answers to a person.
Can the website and LINE share the same knowledge?
They can use the same approved knowledge, but login, messaging limits and human handoff may differ. Each channel needs its own acceptance tests.
Can AI replace the service team entirely?
People remain responsible for negotiations, complaints and exceptions. Define the issues the system handles and the conditions for a successful handoff.
How long should conversation records be retained?
Decide based on purpose, necessary fields and platform capabilities. Confirm authorization, who may review records and how deletion works; do not assume everything should be retained indefinitely.
Official references
These sources support the methods and scope. The process and possible deliverables described here are suggestions for project discussion.
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