Learn how to apply the four AI fundamentals to real estate analysis. This guide covers model selection, precise prompts, clean context, and agentic tools for smarter research with Quanthome AI.
I introduced models, prompts, context, and tools. Oscar showed model selection in action. This post covers how these principles translate to Swiss real estate analysis.
Models: Already Handled
Oscar covered model selection. Pick Opus for high-stakes analysis, Sonnet for daily work, Haiku for quick exploration.
What matters more is the data layer. Quanthome AI connects directly to proprietary Swiss real estate data. When you ask about rental yields in Zurich District 8, the AI pulls actual market data, not interpolated guesses. This integration reduces hallucinations.
Prompts: Precision Matters
Compare these queries:
Vague: "What is the market like?"
Precise: "What are rental yield trends for residential properties in Zurich District 8 over the past 12 months?"
The second specifies location, property type, metric, and timeframe. The AI delivers analysis immediately. The first wastes cycles on clarification.
Slash commands build good habits:
/data for quantitative queries: /data average property prices in Zurich
/valuation for properties: /valuation Zurich Badenerstrasse 172
/think for complex reasoning: /think Key factors affecting Swiss real estate?
/deepsearch for deep research: /deepsearch Swiss real estate market outlook 2025
Context: Start Clean
Every conversation has a context window. Use it strategically.
Start fresh for distinct analyses. A Geneva valuation should not share context with Zurich market research. Continue conversations when building progressively—analyze Property A, then B, then compare. The AI references previous analysis naturally.
One conversation per valuation. One per research project. Clean context produces sharp results.
Tools: Let the AI Act
Quanthome AI operates through an agentic framework. The AI interacts with tools, iterates on results, and self-corrects to deliver optimal answers.
You request a valuation. The AI accesses the database, retrieves comparables, and structures the analysis. If something needs refinement, it adjusts automatically. You provide the question. The AI orchestrates the rest.
Start This Week
Write specific queries instead of vague ones. Start fresh conversations for distinct analyses. Try a slash command you have not used before.
The fundamentals stay constant. Master them once, apply them everywhere.
Jan 12, 2026