Implementation Complete
Duration: 6 weeks (2 assess, 4 pilot)
Real Estate AI Implementation
GCCReal Estate
A team wanted to reduce repeat questions and provide consistent answers.
Project Context
In 6 weeks, fewer clarification loops (~15–25%) and faster responses (~10–20%).
Scope
Leasing support team (≈15 agents), policy and contract clause guidance; email channel.
Quick Stats
~10–20% faster responses
~15–25% fewer clarification loops
Clearer clause guidance
Architecture & Approach
Technical Approach
Short assessment and a controlled pilot with clear success measures and escalation path.
Teams Involved
Leasing OpsLegalIT
System Architecture
Data Layer
Historical patterns, policy documents, operational data
AI Processing
RAG pipeline, embedding models, response generation
User Interface
Agent tools, dashboards, feedback systems
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