Conversational AI agents for high-interaction businesses

No customer request left unanswered, 24/7.

An AI agent on every channel (WhatsApp, Instagram, email, chat) that replies in seconds in the customer's own language and handles your requests without tying up your team.

30-minute call, no commitment.

Sarah M.WhatsApp Business

Sarah M. — Hi, do you have a table for two tomorrow evening? Agent — Good evening. Yes, two slots are left tomorrow: 8:30pm or 9:15pm. Which one suits you? Sarah M. — 9:15pm, please. Agent — Perfect. I'm holding the table for two at 9:15pm. Here is the link to secure it: Sarah M. — Just paid. Agent — Thank you, your table is confirmed for tomorrow at 9:15pm. Would you be celebrating a special occasion? We can prepare a cake or flowers for the table. Sarah M. — No thanks. I think I left my sunglasses on your terrace last Saturday. Agent — I'm passing this to the team, they'll check lost property and come back to you in the morning.

Agent handling

A guest writes at 11:47pm. The agent answers in her language, takes payment, confirms, then offers the extra at the right moment. On the lost item, it does not decide alone: it says it is handing over to the team.

The problem

Every unanswered message is a customer request that goes to the competition.

  • An ignored message = a lost sale

    Requests come in around the clock. Without a fast reply, the customer looks elsewhere, and the sale was right there.

  • Activity peaks overwhelm your team

    When volume spikes, a human team can't handle everything without making people wait, nor hire a dedicated person all year round.

  • The first-minutes window

    A customer contacted within the first few minutes converts far better than one called back an hour later. That window runs 24/7.

Reference

What the agent does, measured in production.

Not market averages or projections: the actual record of the agent running today on a client deployment.

In production

Catch Beach Club

Twinpalms Group · Phuket

A multilingual WhatsApp agent answering 24/7, checking real availability, booking, taking payment and handing over to the team on sensitive requests.

Channel
WhatsApp Business
Scope
Booking, payment, upsells
Systems
SevenRooms · Paylink
Live since
2026
1,607

Messages handled

Sent by the agent, in the customer's language, over the measured period.
126

Messages in a single day

The busiest day of the period, absorbed without extra staff.
149

Handovers to the team

What the agent chose not to handle alone, passed on with full context.
24/7

Without a break

Nights, weekends and peak-season rush, when the front desk cannot keep up.

Recorded across 30 days of operation at an international premium venue, between June and August 2026. Raw figures, not extrapolated.

How it works

An architecture built for production, not for the demo.

The AI converses and qualifies. Sensitive actions are executed by deterministic workflows, never by a free decision of the model.

  1. The customer writes

    They reach you on their preferred channel, at any hour and in any language.

  2. The AI qualifies and replies

    The agent understands the request, replies in the customer's language, offers the right options and recognises returning customers.

  3. Critical actions are executed

    Booking, payment, update: everything runs through deterministic workflows connected to your tools, not through a free decision of the AI.

Your agent handles payments and sensitive actions, securely.

Your agent handles payments and sensitive actions end to end, without ever leaving them to the AI's sole decision. Every critical operation (payment, booking, data update) is triggered by the AI and then executed by a deterministic, auditable workflow. The result: a system that charges, books and confirms on its own, while staying predictable and safe. Because between a demo that works and a system that holds in production, there's 90% of the work.

Human escalation

At the first sensitive or out-of-scope case, the conversation is handed to your team with the full context.

Use cases

One agent, every customer touchpoint.

Whatever your industry, the agent handles repetitive requests and frees up your team's time.

  • Bookings & orders

    End-to-end booking or order taking, confirmed automatically.

  • Customer support

    Instant answers to common questions, any time of day and in several languages.

  • Lead qualification

    Every prospect is qualified and routed to the right resource without delay.

  • Appointment booking

    The agent offers slots, confirms and sends reminders automatically.

  • FAQ & information

    Hours, prices, availability, terms: the agent answers so your team doesn't have to.

  • Order tracking

    Status, delivery, returns: the agent keeps customers informed, with no ticket.

Services

Present on every one of your communication channels.

  • WhatsApp, Instagram, email & chat

    The heart of the system: one agent across all your written channels (requests, frequent questions, business rules, confirmations and reminders), in the customer's language.

  • Business integrations

    Connected to your existing tools (CRM, calendar, booking, payment, e-commerce), without changing your stack.

  • Smart human escalation

    The agent knows when to hand over: sensitive cases reach your team with the full conversation history.

Integrations

Connected to your tools, not bolted on beside them.

The agent reads your real availability, writes to your booking system and takes payment where you already take it. Nothing in your stack changes.

Channels

Where the agent lives: one agent across all your written channels, in the customer's language.

  • WhatsApp Business
  • Instagram
  • Gmail
  • WhatsApp Business
  • Instagram
  • Gmail
  • WhatsApp Business
  • Instagram
  • Gmail

Business systems

What it plugs into. Every integration is real work, so we say where each one stands.

  • Slack
  • Stripe
  • Mews
  • Google Agenda
In production
Connected and running today on a client deployment.
Connector ready
Already built, switched on at deployment.
Compatible, on request
API verified. The integration is scoped and quoted upfront.

A logo here means compatibility has been verified, not that it is promised. A tool that is not listed but exposes an API can be integrated too: we look at it during scoping.

The console

Your team stays in control, at all times.

Every conversation in one place: what the agent handles alone, what comes up to you, and takeover in a single move. It is the screen your team opens in the morning.

Agent on
Search a conversation
  • Giulia R.23:52

    È per un compleanno. Potete…

    Raised to the team
  • Marc D.22:14

    Table confirmed for 4, thanks

    Handled by the agent
  • Anna S.21:38

    Do you have a late check-out?

    Handled by the agent
  • Yusuf A.20:05

    Group of 12 for Friday dinner

    Raised to the team
Giulia R.WhatsApp Business
Take over
  1. È per un compleanno. Potete preparare una torta ?

  2. Passo la richiesta al team, che le risponde domattina.

  3. Buonasera Giulia, con piacere. Le confermiamo la torta per domani sera.

Write instead of the agent…
  • Every conversation in one place, whatever the channel
  • Take over in a single move, without leaving the tool
  • Full history and context for each customer
  • A clear view of what the agent handles alone and what comes up

Why Quelio

A custom-built agent, not a generic chatbot.

  • Custom-built for your business

    Not a generic chatbot or a template: an agent built for your processes, your business rules and your tools. That's what makes it truly effective where off-the-shelf solutions fail.

  • Real production, not demos

    Not a slick demo: a deterministic, auditable architecture already in service. Payment and critical data stay under control.

  • Direct access to the expert who builds it

    No middleman, no black box. The person you talk to is the one who designs, deploys and tailors your system to your business.

By industry

Restaurants, hotels and soon more industries: see how the agent adapts to your specific challenges.

See solutions by industry

Take action

See what an AI agent can do for your business.

A 30-minute call to scope your need, estimate the volume that can be automated and show you the architecture in real conditions.

Book a discovery call

No commitment. You leave with a clear scope, even if we do not work together.