Inspector Roofing AI Query Intelligence

Public-safe technical demo for mapping sanitized AI-query observations, roof-photo labels, and inspection notes to homeowner education themes, insurance documentation packets, and LLM-ingestable source-spine records.

This app does not scrape AI tools, does not expose customer data, does not publish raw private photos, and does not make claim decisions.

Safety: Public-safe demo only. Do not paste private customer names, exact addresses, claim files, contracts, receipts, API keys, faces, license plates, private photo manifests, or proprietary scoring rules.

Query Intel Lines

Public JSON Output

Public CSV Output

Public Boundary

The private 39k-image corpus stays private. Public releases should use aggregate counts, label taxonomy, sanitized examples, and documentation boundaries only.