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Houston Open Data

Property Case Investigator

Property Case Investigator is a full-stack, AI-powered due diligence platform designed to audit and analyze historical municipal code-enforcement records and building permits for real estate properties.

About the project

Property Case Investigator is a full-stack, AI-powered due diligence platform designed to audit and analyze historical municipal code-enforcement records and building permits for real estate properties. Powered by official City of Houston open data via the CKAN datastore API, the application enables real estate investors, property managers, and underwriters to uncover hidden compliance risks, trace violation histories, and formulate actionable resolution plans before closing deals.

At its core, the platform pairs parcel searches (indexed by Harris County Appraisal District / HCAD numbers) with an agentic, multi-step AI workflow. Utilizing Featherless.ai (Qwen 32B) with a deterministic fallback mode, an automated investigator agent queries municipal case records, reviews violation categories, and synthesizes key findings. A separate automated reviewer agent cross-examines evidence and verifies municipal ordinances before committing clear, step-by-step verification checklists. Every generated task citations link directly back to raw civic records, guaranteeing complete data provenance without hallucinating or modifying city records.

Team

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