All case studies / Luxury / Dubai Harbour Homes
DH
Dubai Harbour Homes IndustryLuxury · Dubai Team size14 closers, 2 ops Engagement14-day pilot Year2026

Luxury leads from Bayut come in at 10pm. The team had zero coverage. Now every enquiry gets a reply in under 2 minutes.

Dubai Harbour Homes sells waterfront and luxury off-plan units. Their buyers browse Bayut late at night, from different time zones. The brokerage had no after-hours WhatsApp coverage. Every enquiry that arrived after 6pm sat until morning. WhatsApp Lead OS qualified and responded to every lead within 2 minutes, 24 hours a day. Zero missed enquiries since go-live.

The problem
35% of Bayut luxury enquiries arrived outside office hours. Every after-hours WhatsApp message sat unread until 9am. Luxury buyers do not wait until morning.
What we built
WhatsApp Lead OS running 24/7: AI inbox connected to Bayut and Property Finder, instant qualification and personalised response, Cal.com appointment booking, and a morning briefing for closers.
The result
Zero missed enquiries since go-live. 38% of after-hours leads book a meeting via Cal.com before the team starts work. Closers open every morning with a qualified briefing.
24/7
WhatsApp qualification coverage
0
Missed enquiries since go-live
38%
After-hours leads book before 9am
2 min
First response, any hour
The challenge

Luxury buyers browse Bayut at 10pm. They do not come back in the morning.

Dubai Harbour Homes sells waterfront towers, off-plan villas in Dubai Harbour, and investor-grade units in premium buildings. Their buyers are often in different time zones: Europe, South Asia, the UK. The Bayut enquiry arrives at 10pm Dubai time. Nobody sees it until 9am.

Sana, the ops director, had pulled the numbers: 35% of all Bayut and Property Finder enquiries arrived outside their 9am to 6pm office hours. Of those, nearly half did not follow up a second time. They had already messaged another brokerage that replied faster, or simply lost interest overnight.

Hiring a 24/7 response team was not the answer. The brand mattered. A buyer considering a multi-million dirham unit expects a certain quality of interaction. A generic after-hours script would do more damage than no reply at all. The question was whether AI could handle the first conversation at the standard the brand required.

Our approach

How we ran the pilot.

Days one and two we reviewed a sample of real Bayut and Property Finder enquiries with Sana and two senior closers. We mapped exactly what a good first response looked like for a luxury enquiry: the tone, the questions to ask, what not to ask in the first message, and when to simply confirm interest and offer a time to speak.

Days three through seven we built the system: WhatsApp Business API on the shared inbox, n8n workflows pulling from Bayut and Property Finder, Anthropic-powered AI trained on Dubai Harbour Homes' listings, brand voice, and qualification criteria. Cal.com booking was wired so the AI could offer and confirm appointments directly in the WhatsApp conversation. Every qualification summary and conversation transcript was set to land in HubSpot and in a morning briefing message to the on-duty closer.

Days eight through ten we ran live luxury enquiries through the system overnight. Sana and two closers reviewed every AI conversation the next morning. Three tone adjustments were made. By day ten they confirmed it was indistinguishable from a well-trained human first response.

Days 1–2

Audit

Reviewed real luxury enquiries with closers. Mapped the brand voice, qualification questions, and conversation structure. Confirmed what the AI should and should not say.

Days 3–7

Build

WhatsApp Business API live. Bayut and Property Finder connected. Anthropic-powered AI with Dubai Harbour Homes brand voice. Cal.com booking and HubSpot sync configured.

Days 8–10

Test with real leads

Live luxury enquiries handled overnight by the AI. Closers reviewed every conversation each morning. Tone refined across three iterations.

Days 11–14

Live and measure

Full 24/7 coverage. After-hours response rate and Cal.com booking rate tracked daily. Morning briefing confirmed as the new standard for closers.

The solution

What we shipped.

24/7 WhatsApp qualification on every Bayut and Property Finder luxury enquiry. The Anthropic-powered AI responds within 2 minutes regardless of the hour. It asks the right qualifying questions in the brand voice Sana approved. Buyers experience a premium first interaction at 11pm the same as they would at 11am.

Cal.com appointment booking inside the conversation. If a lead confirms interest, the AI offers available slots and books directly via Cal.com. The confirmed meeting syncs to the closer's calendar before they start work the next morning.

Morning briefing for closers before their first coffee. Every after-hours conversation is summarised: budget, property interest, timeline, and key qualifiers. Closers start the day knowing exactly which leads to call first.

HubSpot updated on every enquiry, any hour. Lead source, qualification status, conversation summary, and appointment status are written to HubSpot automatically. The pipeline is accurate in real time, not just during office hours.

"Luxury buyers from Europe and South Asia message us at 10pm. Before WhatsApp Lead OS they waited until morning. Now the AI qualifies them in 2 minutes, books a meeting, and I walk in to a briefing on every lead that came in overnight."
SA
Sana A.
Operations Director, Dubai Harbour Homes
Tech stack
Twilio WhatsApp Business API n8n Anthropic HubSpot Cal.com Supabase

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