Custom GPTs & RAG Systems for Real Estate
Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. Engineered for real estate teams.
Real Estate teams don't need a generic vendor — they need custom gpts & rag systems built around how they actually operate. Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private.
Leads arrive across channels and go cold. Listings and CRM data drift apart. Coordinating buyers, sellers, and documents is a manual scramble.
- 01Blueprint the knowledge sources, access rules, and accuracy bar.
- 02Prototype retrieval quality on real questions before scaling.
- 03Forge ingestion pipelines, vector stores, and grounded generation with citations.
- 04Harden with evals, access control, and a refresh pipeline.
- Custom GPT configuration & deployment
- RAG knowledge-base architecture
- Document ingestion pipelines
- Semantic & hybrid search
- AI over your internal data
- Vector DB setup (Pinecone, Weaviate)
- Fine-tuning & prompt engineering
- Multi-source knowledge retrieval
What you can expect
Questions, answered straight
Listing platforms, CRM tools, and property management apps that capture every lead and automate the busywork between offer and close. We bring custom gpts & rag systems depth to those exact systems rather than retrofitting a template.