Solo Inteligente

São Paulo's 2023 zoning master plan opened a window: higher building density near transit corridors. Underused lots in those strips appreciate before the market reprices them. Whoever maps first, buys better.

The problem

Traditional prospecting depends on people walking street by street looking for lots. It is slow, expensive and does not scale.

The pipeline

• Ingestion: public parcel records (INCRA, CAR, SIGEF) normalized into a single base;
• Search: a vector index (FAISS) crossing lot characteristics with the master plan's development criteria;
• Stack: Python, FAISS, pandas and SQLite;
• Status: internal R&D in exploratory phase, no production pipeline.

Why we show this

It is the same muscle we apply to B2B prospecting in Caça Cabeças and to real estate data in AgregaImóvel: turning messy public sources into actionable decisions.