LLM + RAG combined with Document AI to automatically verify and classify financial transactions
Real estate firms face fragmented, siloed project data.
LLM assistant to unify internal reports, contracts, and property listings into one searchable knowledge base.
A customer asks: “Show me apartments in Hanoi with 3 bedrooms, under $150,000, near international schools.
Extracts structured data from internal listings and scanned documents.
Uses RAG to combine with real-time market reports and pricing history.
LLM interprets query and generates a ranked list with confidence scores.
“Found 12 matching properties. Top match: Apartment in Cau Giay District, 3BR, $145,000, 500m from Hanoi International School. Source: Company Database + Market Report 2024 Q4.”
Property documents indexed
Retrieval precision rate
Average response time
Concurrent queries supported
60%
Improved internal efficiency
40%
Reduced deal closure time