The challenge
A real estate organization needed an easier way for staff to locate and reference information across hundreds of pages of internal and legal/reference documents.
All client work
Private AI Knowledge System · Applied AI · Internal Business Systems · Real Estate
Private AI Knowledge System for a Real Estate Organization
A private RAG environment helping a real estate team search hundreds of pages of internal documents and check answers against the source material.
The engagement
The problem, the approach, and the work.
- Applied AI
- Internal Business Systems
- RAG & Knowledge Retrieval
- Private AI Infrastructure
What CoreNet did
CoreNet deployed a private AI environment using retrieval-augmented generation (RAG), allowing staff to ask natural-language questions against the organization's document library. The environment was designed so the organization maintained control of the system and its document library.
The outcome
Staff gained another way to find and reference information across internal documentation. The goal wasn't to 'add AI' for its own sake—it was to make information easier to find and use. The system provides internal document Q&A and knowledge assistance, not legal advice; answers are checked against the source documents. The client identity and private infrastructure details are withheld.
Project details
From a staff question to the source material
The team can ask a natural-language question against its document library. Retrieval brings relevant document material into the model’s context, helping staff find information without starting with a particular filename or keyword. Staff check the answer against the source documents before relying on it.
A private knowledge system with a defined purpose
CoreNet deployed the environment for internal document Q&A and knowledge assistance. The organization retained control of the system and its document library. For a similar project, we start by defining the document collection, user access and review process before choosing hosting and integrations.
Related services & work
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