property-intelligence

What problem does it solve?

The property intelligence pipeline automates enrichment, validation, and augmentation of raw property records to eliminate manual data entry, reduce validation errors, and produce research-ready context for financial modeling and portfolio displays.

Core Features & Use Cases

• Address autocomplete & geocoding with country bias, stale-response protection, auto-fill badges, and immediate lat/lng persistence to the database.
• Map & 3D location links and static satellite thumbnails for quick visualization across portfolio cards and property detail pages.
• URL management & SSRF-protected validation with relevance scoring and Pinecone upserts to seed the research engine.
• AI image enhancement and staging workflow using Replicate for upscaling with accept/reject flows and variant generation.
• AI description rewrite via LLM with preview and accept/dismiss UI to improve listing copy for portfolio presentation.
• Use Case: A property manager enters an address, uploads photos and reference links, and the pipeline returns validated coordinates, enhanced imagery, an AI-optimized description, and indexed references for the research engine.

Quick Start

Use the property-intelligence skill to autocomplete an address, validate and score property URLs, enhance a hero photo, and generate an AI-refined description for research indexing.