About
We developed an AI-powered web platform transforming property search in the UAE, where investors use a conversational AI co-pilot to find tailored, investment-grade properties, and brokers get qualified, scored leads.The AI agent makes decisions on when to query the knowledge base, update memory, ask clarifying questions, or generate recommendations. It combines advanced AI intelligence with system-level control for a production-grade solution.
Challenge, approach, and impact
Challenge
Our client operates in the Dubai real estate investment market and wanted to leverage AI to transform property discovery. Traditional platforms force investors to scroll endlessly, while brokers face low-quality leads and limited insight into real buyer intent. Their vision was a conversational, data-driven platform that captures investor goals and connects brokers with qualified prospects, all leveraging existing property data.
Solution requirements
• Develop a web platform for investors and brokers to interact seamlessly • Build a fast, highly trained AI co-pilot for conversational property search and guidance • Integrate with existing property and market data to deliver investment-grade recommendations • Implement lead qualification and scoring to help brokers prioritize and convert inquiries • Ensure secure authentication, payment processing, and data handling aligned with best practices
How we built
Testimonials
AI/ML Engineer @ OTAKOYI
OTAKOYI
“In my view, the most compelling aspect of this architecture is the balance between autonomy and predictability. The agent behaves like a consultant rather than a filter-based search form. It analyzes context, adapts to the user, and proposes options, while maintaining transparent, scalable logic that supports future evolution and expansion.“
Team structure
Client team
Tadashi
Product Owner
Project stakeholder
The client stakeholders were working closely with the team at OTAKOYI
Agency team
1 x Backend Engineer
Production
1 x Frontend Engineer
Production
1 x AI/ML Engineer
Production
1 x QA Engineer
Production
