RAG for real estate: consistent answers from brochures and loan partners
Brokers should not guess on project specs or partner policies. A retrieval layer on your documents fixes that — here is what to scope first.
Real-estate sales teams juggle dozens of projects, each with its own brochure, payment plan, and lender rules. When answers live only in senior brokers' heads, Sunday-night WhatsApp threads become a liability.
Retrieval-augmented generation (RAG) indexes your approved documents — brochures, FAQs, lender one-pagers — and grounds every answer in those sources. Sabrixa builds this as a custom engagement or extends it into WhatsApp for first-touch qualification.
Scope the first slice narrowly: one city, one product line, and the top twenty questions agents actually receive. Ship a staging environment in weeks, not quarters, so leadership can test answers before brokers rely on them.
Add handoff rules early: when a buyer asks for negotiation, site visit confirmation, or legal interpretation, route to a human with context attached. Observability and citation links (which document, which page) build trust inside the brokerage.
The payoff is consistency — the same accurate answer at 9 AM Monday or 10 PM Saturday — and cleaner leads in your CRM because the assistant captures intent before a broker joins.