Travel & EventsComplex automationSeveral jobs working together: multi-stage pipelines with state, branching on rules or AI decisions, approvals or escalations, 4+ systems, AI agents that act, or reconciliation across sources. Usually rolled out in stages.

Trip inquiries on WhatsApp turned into complete quote briefs

For: Leisure travel agency with five trip planners

Typical impact

Quote-ready briefs in ≈10 min

An AI agent answers trip inquiries on the agency's WhatsApp number, asks for the missing details such as dates, children's ages and budget, writes a structured trip brief to the CRM and assigns it to the planner who covers that destination.

Typical results

≈8 hrs/wk

Planner time saved on collecting trip details

≈70%

Inquiries brought to a full brief without a planner

24/7

Inquiries answered, including evenings and weekends

Figures reflect typical results for this kind of automation.

The challenge

Most inquiries arrive as one short line, such as a family of four wanting a beach week in mid-August. Before quoting, a planner needs dates, children's ages, departure airport, budget and hotel standard, which takes five or six messages spread over a day. Evening inquiries wait until morning, and some travelers book elsewhere before the questions are finished.

Before and after

Before With the automation

Minutes from first message to a complete trip brief

−98%
600 min
10 min

Planner hours per week on collecting trip details

−89%
9 hrs
1 hrs

Quotes held up by a missing detail

−80%
40%
8%

The automation

An AI agent built on OpenAI answers the agency's WhatsApp number at any hour. It asks only for what the first message leaves out, such as flexible dates, children's ages, departure airport, budget per person and hotel standard, then writes a structured trip brief to the CRM. The brief goes to the planner who covers that destination and the traveler hears when to expect a quote. Off-script questions and requests for a person reach the planner with a chat summary.

How it works

  1. 01

    Traveler messages the agency

    A short WhatsApp message, such as a family of four wanting a beach week in mid-August, opens a conversation with the AI agent.

  2. 02

    Missing details asked for

    The agent asks only for what is missing: exact or flexible dates, children's ages, departure airport, budget per person and hotel standard.

  3. 03

    Trip brief written to the CRM

    The answers become a structured brief on the CRM lead, with travelers, dates, destination, budget and notes in fixed fields.

  4. 04

    Assigned by destination

    The brief goes to the planner who covers that destination, and the traveler is told when to expect a quote, such as within one working day.

  5. 05

    Handoff when a person is needed

    Questions the agent cannot answer, or a request to speak with a person, pass to the planner with a short summary of the chat so far.

Starts from

  • Traveler's WhatsApp message
  • Planner destination map

Delivers

  • Structured trip brief in CRM
  • Assigned destination planner
  • Quote timing reply

The impact

Most inquiries become a quote-ready brief in about ten minutes, including those sent late at night. Planners save roughly 8 hours a week of back-and-forth questions, around 70% of inquiries reach a complete brief without a planner stepping in, and only about 8% of quotes stall on a missing detail.

Questions about this automation

What happens when a traveler asks something the agent can't answer?

The agent is limited to collecting trip details and answering a short list of approved topics, such as office hours or how quotes work. Anything else, like visa rules or a price question, is passed to the destination planner with a summary of the conversation, and the traveler is told a planner will reply.

Which CRM does it write the trip briefs to?

It works with most CRMs that accept new records through an API, such as HubSpot, Pipedrive or monday, and with Airtable or Google Sheets for smaller agencies. Each brief field, from departure airport to hotel standard, maps to its own CRM field, so planners can filter and report on them.

What does the agency need to get started?

A WhatsApp business number on the official API, access to the CRM, the list of destinations each planner covers and the questions planners always ask before quoting. This is a multi-step build, usually rolled out in stages, starting with the agent drafting briefs that planners check before it runs on its own.

Travel & Events

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