9 min

A real estate agency on WhatsApp built
operational skills around it

Geri

Mike Babiy & Azmat Parveen

Kurucu, Nine Dots Ventures

EmlakSektör
150 saatAylık tasarruf
2.000+Günlük mesajlar
99%Auto-gate accuracy

Homeseller

Kanal işin ta kendisi olduğunda

Homeseller, Singapur'da, ülkenin en yüksek performanslı emlak danışmanlarından biri tarafından kurulmuş, yüksek hacimli bir emlak ajansıdır. Tüm operasyon WhatsApp üzerinde yürür: e-posta yok, takvim yok; sadece binlerce grup sohbeti, müşteriler, danışmanlar ve potansiyel müşteriler birlikte.

That works until you need consistent judgment underneath. Which executions failed? Where are policy drift issues coming from? What is the human override rate? With spreadsheets and improvised agent responses, those questions were nearly impossible to answer reliably.

Mike and Azmat from Nine Dots stepped in to fix that — not by changing how Homeseller works, but by compiling versioned operational skills that finally fit around it.

ModusBrain lets us build operational skills around the business — not the business around improvised agent responses.
Mike Babiy, Kurucu, Nine Dots Ventures

Mimari

The operational brain as a control hub

Nine Dots rebuilt Homeseller's operations on ModusBrain, compiling skills shaped around their operational flow. Because everything is accessible via API, they connected it to what the business actually needed: n8n for automated workflows, Grafana for live dashboards fed from execution logs, and a custom AI layer to parse and extract structured insights from more than 2,000 WhatsApp messages a day.

Homeseller kept their habits. WhatsApp stayed WhatsApp. What changed is that every agent action now runs against an approved skill — tracked, classified, and visible in real time.

ModusBrain is the heart of the system. Every execution branches from an approved skill.
Azmat Parveen, Nine Dots Ventures

Sonuç

Her ay 150 saat tasarruf

Ayda yaklaşık 150 saat manuel işlem tasarrufu. İşletme sahibi için gerçek zamanlı metrikler. Operasyonel kadro eklemeden büyümeye hazır olma. Eskiden bir araya getirmek günler alan soruları yanıtlayabilen bir ekip.

The full rollout landed in July 2025. Since then, Nine Dots built a Smart Assistant on top of the system, nudging agents with tasks, reminders, and on-demand market analysis. Some agents never open ModusBrain directly, yet they are powered by its compiled skills. By Q1 2026, Homeseller had recorded its best operational quarter ever.

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