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Customer service, any verticalSolution blueprint

AI Voice & Chat Assistants for Customer Service

3 min read

The challenge

Call centers and support desks lose customers to hold time, and every after-hours call is a missed opportunity. Generic chatbots make it worse: they answer with scripted text that ignores the customer's actual order, account or booking.

What we built

A voice assistant that answers every call instantly, 24/7, in a natural voice: books appointments, answers account questions, and escalates the genuinely complex calls to a human.

A chat assistant on web or WhatsApp that is connected to the company's own systems through a retrieval pipeline, so it answers with the customer's real data: "your order left the warehouse yesterday," or "your seat is 14C," not a canned reply.

Built for verticals like airlines and travel, clinics, financial services and e-commerce, wherever a customer's question depends on their own account, not a general FAQ.

How it works, in plain English

01
Understand the request

The assistant listens or reads, and identifies what the customer actually needs.

02
Look up the real data

A retrieval layer pulls the customer's own record, order, booking or account, not a generic answer.

03
Respond or act

It answers directly, books the appointment, or updates the record, in a natural voice or plain chat.

04
Escalate when needed

Genuinely complex or sensitive cases are handed to a human, with full context attached.

What to expect

  • 60 to 80% of routine calls handled without a human (typical, modelled)
  • Hold time drops to zero for handled calls (typical, modelled)
  • After-hours calls captured instead of lost (typical, modelled)

Typical results we engineer for, not a delivered client outcome.

Why it matters

Agents are freed for the complex, judgment-heavy cases that actually need a person, while the routine volume runs itself around the clock.

Curious what this would look like for your call or chat volume? Book a call.

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