Launch Desk: WhatsApp AI Sales Agent for Dubai Off-Plan by Manish AgarwalLaunch Desk: WhatsApp AI Sales Agent for Dubai Off-Plan by Manish Agarwal

Launch Desk: WhatsApp AI Sales Agent for Dubai Off-Plan

Manish   Agarwal

Manish Agarwal

The problem

An off-plan launch in Dubai brings a burst of WhatsApp enquiries in English and Arabic. Buyers ask about prices, payment plans and availability, and a slow reply sends them to the next broker.

What I built

Launch Desk is a WhatsApp AI sales agent plus the back office around it, built as a complete demo system on a fictional project.
AI agent: answers on WhatsApp in English or Arabic, quotes real units and payment plans from the developer's documents, qualifies budget and timeline, books viewings and hands hot leads to a human.
CRM: a pipeline board the bot moves leads through, with notes, an activity timeline and human takeover on any chat.
Property OS: drop the developer's availability PDF and AI turns it into a live unit matrix the agent quotes from.
Back office: installment schedules, WhatsApp payment reminders, commission receivables, and permit and RERA card expiry alerts.
Buyer portal and ads: a buyer portal, branded PDF proposals, and Meta ads analytics with cost per qualified lead.

How it is built

One Node service runs the AI core, the WhatsApp Cloud API webhook, web chat and a live dashboard. Lead updates go to any CRM, GoHighLevel included, through a webhook. A suite of golden test conversations (prices quoted word for word, discount traps, Arabic, jailbreak attempts) gates every prompt or model change.
The screens show a fictional project with demo data. Want this on your own WhatsApp number? Message me with your project and monthly lead volume.
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Posted Oct 1, 2026

WhatsApp AI agent that answers, qualifies and books Dubai off-plan buyers in English or Arabic, with CRM, inventory and back office.