Start with a focused AI customer service pilot

Focus an AI customer service pilot on a task with a definable knowledge base and clear success criteria. Answering from public service instructions is a different project from making decisions about a customer’s contract or payment.

Choose a clear set of questions

Gather common inquiries and identify those with approved, current answers. Mark topics requiring individual judgment, personal information, or an employee’s decision. Do not accidentally include them in the initial pilot.

Ask the supplier to demonstrate how the solution uses your company’s information and what it does when no answer is available. Fluent text alone does not establish accuracy.

Plan the handoff to a person

Define situations that should go to an employee. Explain what information accompanies the handoff and how the customer knows the issue is progressing. An unclear automated answer should not be the only route to resolution.

Also agree on what the AI may do independently. Displaying information, drafting an answer, and making a change on a customer’s behalf are different functions whose approval and monitoring need separate planning.

Test difficult cases too

Try missing information, ambiguous questions, and requests outside the service’s scope. Assess accuracy, usefulness, and handoff to staff. Use test material that you are appropriately authorized to process.

Address company data in an AI service before using real customer material. Evaluate the pilot’s benefit including review and correction work. Begin rollout only once you understand the limits and have assigned responsibility for keeping the knowledge base current.