AI infrastructure & AI search for REMAX D-A-CH
Building a comprehensive AI infrastructure for REMAX Switzerland, Austria & Germany. Phase 1: data foundation, RAG pipeline, voice assistant. Phase 2: evaluation. Phase 3: white-label scaling. Since Q4 2026, the AI search we implemented has also been running on it on the websites of REMAX Austria, Switzerland and Germany.
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Key facts
- Client
- REMAX Switzerland, Austria & Germany
- Status
- Ongoing
- Learn more
- To the blog post
- Focus areas
- AI infrastructureAI searchRAGVector DBDACHScaling
In detail
Starting point
The way people search for property is changing. Alongside classic search forms and property portals, AI assistants are gaining importance: prospects describe what they want in natural language and expect relevant, clearly presented results.
Solution
Together with the teams of REMAX Switzerland, REMAX Germany and REMAX Austria, we developed an application that lets people search current property listings directly via ChatGPT, for example by location, budget, size or features. The focus was on the groundwork: preparing and structuring property and listing data so that AI systems can read, understand and use it reliably.
AI search on the REMAX websites
Since Q4 2026, the AI search has also been live directly on the websites of REMAX Austria, REMAX Switzerland and REMAX Germany, implemented by us on the basis of this infrastructure. There, prospects describe in natural language what they are looking for and receive matching property listings.
Result
The new REMAX app is not the end point but the first visible application of this foundational work. Many more AI use cases can be developed on the data foundation that has been created, from smarter search and advisory processes to new digital services for customers and agents.
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Bricks & Bots
The video podcast on AI in the real estate industry. Kristof Konstantin (PROPUP) and Sebastian Berloffa (ENTECO) talk to guests from the industry about the tools, trends and strategies that already work today. In German.