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The request a person finishes.

A company asks on WhatsApp, in English, about a 30-room retreat with meeting space. The AI recognises this is beyond what it may quote, drafts a reply that collects what the sales team needs, and a person edits it before it goes.

8 steps·21.0s from message to draft

Watch the AI handle this message step by step, narrated at reading pace.

Step 1 of 8: Guest message arrives
A company messages on WhatsApp, in English, about a 30-room retreat with meeting space.
1
Guest message arrives
12:39:38 UTC · 2026-05-14
INBOUND · WHATSAPP · 66898765432
Hi — looking at your resort for a corporate retreat, 30 rooms Sep 8–10, plus meeting space for 40 pax with breakouts. Can you send a proposal?
2
Understands the request
+2.5s
Intent
group request · Confidence 0.99
Rationale
Guest explicitly requests 30 rooms (well above the 10-room threshold), a meeting space for 40 pax with breakout rooms, and a formal proposal for a corporate retreat.
3
Cultural notes
+0.5s
4 cultural notes
Group and event inquiry handling: English register and response template
Pricing disclosure rules: what AI may quote vs. what must wait for human
Thai VAT and service charge disclosure in rate quotes
LINE vs WhatsApp: register and tone differences in Thai hospitality
4
Looks up the hotel’s data
+18s
getPolicy{ code: group_cancellation }✓ returned
getSop{ code: airport_transfer }✓ returned
5
Drafts the reply
+0.0s

Here is the draft reply for the receptionist to review:


Subject: RE: Corporate Retreat Inquiry — Andaman Lanta Reef Resort

Dear Guest,

Thank you for considering Andaman Lanta Reef Resort for your corporate retreat. We would be glad to host your team and welcome the opportunity to put together a tailored proposal for your September dates.

To prepare an accurate and complete proposal, may I kindly ask for a few additional details:

  • Event dates and flexibility: September 8–10 is noted as your preferred window. Are these dates firm, or do you have an alternative window in case of availability constraints?
  • Attendee split: Of the 40 attendees in the meeting room, how many will be staying in-house, and how many are external participants?
  • Room configuration: For the 30 rooms, are you anticipating single or double occupancy, and what is the expected arrival and departure pattern (e.g., all arriving September 8, all departing September 10)?
  • Function-space requirements: For the main plenary (40 pax), what seating arrangement do you prefer — theater, classroom, or boardroom style? Please also let us know the number of breakout rooms needed and their approximate capacity.
  • Audio-visual requirements: Please share any specific AV, presentation, or connectivity requirements.
  • Food and beverage: Do you require coffee breaks, working lunches, a welcome dinner, or a gala dinner during the retreat? Please also note any dietary restrictions.
  • Ground transfers: If your group will be arriving via Krabi Airport (KBV), we can arrange transfers — approximately 75 minutes including the car-ferry crossing to Koh Lanta. Would you like us to include transfer arrangements in the proposal?
  • Budget range: If you are able to share a target budget or per-person per-day range, it will help us tailor the package accordingly.
  • Proposal deadline: By when do you need the proposal in hand?

Our Sales Manager will follow up directly within one business day once we have these details. If it would be helpful to discuss your requirements sooner, you are welcome to book a 20-minute scoping call here: [calendar link].

Kind regards,
Andaman Lanta Reef Resort — Sales


Note to receptionist: This is a group inquiry of 30 rooms — qualifies for 1/group handling. Group cancellation policy on file (30% deposit on signing, 70% due 30 days prior; cancellations under 30 days forfeit 100%). Please tag for Sales Manager follow-up and do not quote group rates autonomously.

6
Waits for the team
+0.0s
Waiting for the team since 12:39:59 UTC. The team took 8m 13s to decide.
7
The team decides
+493s
EDITEDDecided by the team
Edit diff
Here is the draft reply for the receptionist to review:
---
**Subject: RE: Corporate Retreat Inquiry — Andaman Lanta Reef Resort**
Dear Guest,
Thank you for considering Andaman Lanta Reef Resort for your corporate retreat. We would be glad to host your team and welcome the opportunity to put together a tailored proposal for your September dates.
To prepare an accurate and complete proposal, may I kindly ask for a few additional details:
- **Event dates and flexibility:** September 8–10 is noted as your preferred window. Are these dates firm, or do you have an alternative window in case of availability constraints?
- **Attendee split:** Of the 40 attendees in the meeting room, how many will be staying in-house, and how many are external participants?
- **Room configuration:** For the 30 rooms, are you anticipating single or double occupancy, and what is the expected arrival and departure pattern (e.g., all arriving September 8, all departing September 10)?
- **Function-space requirements:** For the main plenary (40 pax), what seating arrangement do you prefer — theater, classroom, or boardroom style? Please also let us know the number of breakout rooms needed and their approximate capacity.
- **Audio-visual requirements:** Please share any specific AV, presentation, or connectivity requirements.
- **Food and beverage:** Do you require coffee breaks, working lunches, a welcome dinner, or a gala dinner during the retreat? Please also note any dietary restrictions.
- **Ground transfers:** If your group will be arriving via Krabi Airport (KBV), we can arrange transfers — approximately 75 minutes including the car-ferry crossing to Koh Lanta. Would you like us to include transfer arrangements in the proposal?
- **Budget range:** If you are able to share a target budget or per-person per-day range, it will help us tailor the package accordingly.
- **Proposal deadline:** By when do you need the proposal in hand?
Our Sales Manager will contact you directly within one business day once we have these details. If it would be helpful to discuss your requirements sooner, you are welcome to book a 20-minute scoping call here: **[calendar link]**.
Our Sales Manager will follow up directly within one business day once we have these details. If it would be helpful to discuss your requirements sooner, you are welcome to book a 20-minute scoping call here: **[calendar link]**.
Kind regards,
Andaman Lanta Reef Resort — Sales
---
*Note to receptionist: This is a group inquiry of 30 rooms — qualifies for MICE/group handling. Group cancellation policy on file (30% deposit on signing, 70% due 30 days prior; cancellations under 30 days forfeit 100%). Please tag for Sales Manager follow-up and do not quote group rates autonomously.*

Here is the draft reply for the receptionist to review:


Subject: RE: Corporate Retreat Inquiry — Andaman Lanta Reef Resort

Dear Guest,

Thank you for considering Andaman Lanta Reef Resort for your corporate retreat. We would be glad to host your team and welcome the opportunity to put together a tailored proposal for your September dates.

To prepare an accurate and complete proposal, may I kindly ask for a few additional details:

  • Event dates and flexibility: September 8–10 is noted as your preferred window. Are these dates firm, or do you have an alternative window in case of availability constraints?
  • Attendee split: Of the 40 attendees in the meeting room, how many will be staying in-house, and how many are external participants?
  • Room configuration: For the 30 rooms, are you anticipating single or double occupancy, and what is the expected arrival and departure pattern (e.g., all arriving September 8, all departing September 10)?
  • Function-space requirements: For the main plenary (40 pax), what seating arrangement do you prefer — theater, classroom, or boardroom style? Please also let us know the number of breakout rooms needed and their approximate capacity.
  • Audio-visual requirements: Please share any specific AV, presentation, or connectivity requirements.
  • Food and beverage: Do you require coffee breaks, working lunches, a welcome dinner, or a gala dinner during the retreat? Please also note any dietary restrictions.
  • Ground transfers: If your group will be arriving via Krabi Airport (KBV), we can arrange transfers — approximately 75 minutes including the car-ferry crossing to Koh Lanta. Would you like us to include transfer arrangements in the proposal?
  • Budget range: If you are able to share a target budget or per-person per-day range, it will help us tailor the package accordingly.
  • Proposal deadline: By when do you need the proposal in hand?

Our Sales Manager will contact you directly within one business day once we have these details. If it would be helpful to discuss your requirements sooner, you are welcome to book a 20-minute scoping call here: [calendar link].

Kind regards,
Andaman Lanta Reef Resort — Sales


Note to receptionist: This is a group inquiry of 30 rooms — qualifies for 1/group handling. Group cancellation policy on file (30% deposit on signing, 70% due 30 days prior; cancellations under 30 days forfeit 100%). Please tag for Sales Manager follow-up and do not quote group rates autonomously.

8
Sent to the guest
+0.0s
Shown here, not sent. WhatsApp connects in a pilot.
// What just happened

What just happened

A group request got a person’s attention, as it should. The AI drafted the reply that gathers dates, numbers and needs, and the team edited it before sending. Nothing reaches a guest on the AI’s own.