Customer workflows

Start where a better conversation changes the next step.

The right first use case is specific enough to test, important enough to measure and bounded enough to operate safely. These six live examples show how different jobs can share one disciplined foundation without sounding the same.

One workflow at a time

The agent should fit the moment—not force the moment into a generic script.

A qualification call and an employee information line need different language, knowledge, boundaries and outcomes. We design those differences deliberately, then keep them understandable for the team that operates them.

  • A defined customer moment and useful outcome
  • Approved knowledge and explicit boundaries
  • Real acceptance conversations before wider use
A crafted phone conversation connected to customer workflow cards

Six conversations you can try

Specific agents. Specific jobs. Useful results.

Each showcase is fictional and public-safe, but the conversational job is real. Speak naturally, interrupt, change your mind or ask a follow-up.

01 · SalesOutbound · browser pilot

Lead qualification

Understand intent, requirements, timing and likely fit while answering approved product questions in a natural conversation.

What the team getsFit, need, timing, locations and next step
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02 · Healthcare & servicesOutbound

Appointment confirmation

Confirm attendance, understand rescheduling intent and keep sensitive or unavailable actions behind clear boundaries.

What the team getsConfirmed, reschedule requested or follow-up needed
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03 · Customer operationsInbound programme · browser pilot

Service enquiry

Understand the issue, share approved guidance and capture the context a service team needs before the next action.

What the team getsIssue, urgency, guidance and follow-up
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04 · ResearchOutbound · browser pilot

Feedback interview

Ask adaptive follow-up questions, mirror the customer’s language and preserve a clear, reviewable account of what mattered.

What the team getsThemes, sentiment, friction and suggested action
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05 · RetentionOutbound

Customer re-engagement

Reconnect with dormant customers thoughtfully while respecting scheduling, frequency, suppression and retry policy.

What the team getsReason, interest, offer response and next step
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06 · Internal operationsInbound programme · browser pilot

Employee information line

Make approved policy information conversational while keeping access bounded and sensitive actions outside the open conversation.

What the team getsQuestion, policy answer and unresolved follow-up
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Choosing the first rollout

Volume matters. Clarity matters more.

The best starting workflow is not always the largest queue. It is the one where the agent’s job, information and next step can be made explicit.

01

Choose a recognisable moment

Customers and operators should both understand why the call exists and what a good result looks like.

02

Bound the information

Start with approved knowledge and safe actions rather than promising access to every system on day one.

03

Listen to acceptance calls

Language quality, interruption handling and edge cases need real conversations—not only written prompt review.

Have a different customer moment in mind?

Tell us what happens today, who is involved, the languages they use and what your team needs when the call ends.