Customer experience / Workflow study 02

A first conversation with a clear next step.

An AI phone assistant that knows when to hand the conversation over.

Illustrative study. This describes a proposed workflow, not a delivered client project or measured outcome.

The starting point

The work between the tools.

A small team cannot always pick up the phone while serving the customer in front of them. Voicemail captures a message, but often leaves another round of questions before anyone can help.

The design

One clear way forward.

Start with a narrow set of common requests. Identify the assistant clearly, gather the information the team actually needs, and prepare a useful summary. Offer a person when a request is unusual or the caller asks.

A path through the work

  1. 01 /

    Make the role clear

  2. 02 /

    Understand the request

  3. 03 /

    Confirm the details

  4. 04 /

    Hand over with context

The boundaries

What a good demo
might leave out.

The assistant should not invent availability, prices or policy. Booking requires a confirmed integration. Recording, disclosure and retention need an agreed policy before launch. Urgent or sensitive conversations require a clear escalation route.

The evaluation

What we'd measure.

  • Correctly captured contact and request details
  • Successful transfers and fallback messages
  • Unanswered questions and recovery paths
  • Accuracy of summaries against the conversation

Agree a baseline and a review period before making an outcome claim. The right acceptance criteria depend on the actual business and system.

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