Hospitality & FoodComplex 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.

A hotel reservations inbox sorted and drafted by AI

For: Boutique hotel with a two-person reservations team

Typical impact

Inbox handling time down ≈50%

Every email to a boutique hotel's reservations inbox is classified by AI. Booking requests get a reply draft with live availability and rates from the property management system, vouchers and invoices are routed, and same-day arrivals are flagged at the top.

Typical results

≈3 hrs/day

Team time freed across two reservations agents

Under 1 hr

First reply to new booking requests

6

Email types sorted automatically

Figures reflect typical results for this kind of automation.

The challenge

Two reservations agents handle about 60 emails a day: booking requests, date changes, cancellations, group inquiries, travel agent vouchers and supplier invoices, all in one inbox. Each booking request means opening the property management system to check availability and rates before typing a reply. Urgent messages about same-day arrivals can sit under a pile of routine mail.

Before and after

Before With the automation

Minutes of handling per email

−50%
6 min
3 min

Hours to first reply on booking requests

−80%
5 hrs
1 hrs

Same-day arrival emails missed per month

−100%
4 emails
0 emails

The automation

AI reads each incoming reservations email and labels it as a new booking request, change or cancellation, group inquiry, travel agent voucher, invoice or other. For booking requests, it checks availability and rates in the property management system and drafts a reply in Gmail or Outlook for the team to review and send. Vouchers are logged against the matching booking, invoices are forwarded to accounting, and same-day arrivals are flagged at the top of the queue.

How it works

  1. 01

    Email arrives

    Every message to the reservations inbox is read as soon as it lands, including attachments.

  2. 02

    AI classifies it

    It is labeled as a booking request, change or cancellation, group inquiry, voucher, invoice or other.

  3. 03

    Availability checked

    For booking requests, open rooms and rates for the dates are pulled from the property management system.

  4. 04

    Draft or routing

    A reply draft is prepared for the team, vouchers are logged on the booking and invoices go to accounting.

  5. 05

    Sorted queue

    Agents work from a queue sorted by type, with same-day arrivals flagged at the top.

Starts from

  • Reservations inbox
  • PMS availability and rates

Delivers

  • Reply drafts for review
  • Vouchers logged on bookings
  • Invoices sent to accounting

The impact

The team works from a sorted queue with drafts ready, and handling time per email falls by about half, freeing roughly 3 hours a day between the two agents. Booking requests get a first reply in under an hour instead of around five, and same-day arrival messages are no longer missed.

Questions about this automation

Does the AI send replies to guests on its own?

No. It writes a draft in the team's mailbox with the dates, room types and rates it found, and an agent reviews, edits and sends it. The hotel can later let simple categories, such as a cancellation acknowledgment, go out automatically, but every booking reply stays with a person.

How does it check availability and rates?

It reads the requested dates, number of guests and room preferences from the email, then queries the property management system through its API for open rooms and the current rate plan. If the dates are unclear or the hotel is full, the draft says so and suggests alternative dates for the agent to offer.

What happens with emails it can't classify?

Anything that doesn't fit a category with confidence is labeled other and placed at the top of the queue for an agent, with a one-line summary. Mail in other languages is classified the same way, and the draft is written in the guest's language. This is a multi-step build, usually rolled out in stages.

Hospitality & Food

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