Autonomous AI Agent Delivering Invest/Avoid Verdicts on NYC Real Estate
SiteIQ fuses geospatial mapping, live transit data, and Generative AI to produce structured investment reports — automating analysis from hours down to under 3 seconds.
Date
March 2026
Duration
48 hours
Team
3 members
Category
REAL ESTATE & AI
The Problem
Real estate investors make high-stakes decisions on incomplete information. Analyzing transit access, zoning, demographics, and market comps takes days and requires multiple specialist tools.
The Solution
SiteIQ ingests live NYC transit feeds, zoning data, and property records into a unified geospatial pipeline. An autonomous reasoning agent issues a binary Invest/Avoid verdict with a structured supporting report.
01
Live Data Ingestion
Real-time NYC transit APIs, zoning records, and property market feeds via GCP Pub/Sub.
02
Autonomous Reasoning Agent
LLM-based agent with tool access for data querying, calculation, and report generation.
03
Structured Report Output
Every verdict ships with a JSON report enabling full audit traceability.
04
React Dashboard
Interactive map visualization with drill-down verdict details for each property.
AI / Agents
Data
Frontend
Backend