DOMA

• Public case based on visible information and the internal roadmap brief.
• Usage metrics, client figures, and repository links are not published until visibility is confirmed.

• Commercial product in production for reviewing urban planning files and generating actionable reports.
• Two-phase pipeline: admissibility first, regulatory analysis second.
• Connects document upload, regulatory retrieval, progress narrative, final PDF, and DOM control center.

• Split document review into explicit phases to make progress auditable and reduce ambiguity.
• Combine regulatory RAG with report generation to close the loop from case file to deliverable artifact.
• Design the experience as an operating product, not a one-off demo: state, retries, reports, and control.
• Use a parent platform (Vector Público) to turn a reusable capability into specific verticals.

Urban planning review combines heterogeneous documents, regulation, and criteria that need to be explained in a professional report.

DOMA turns that flow into a product: case-file upload, intelligent checklist, automated two-phase analysis, and PDF report delivery.

Vector Público acts as the parent platform; DOMA is the first public vertical built on that document and regulatory analysis capability.

• Split the analysis into two phases: Phase 1 for admissibility and Phase 2 for regulatory analysis.
• Separate backend services in Docker Compose (fase1, fase2, chat_indexador, health) to isolate operational responsibilities.
• Keep a retrieval/RAG layer over regulation so the analysis can be grounded in consultable sources.
• Generate a live progress narrative so users understand what is happening instead of only waiting for a final result.
• Close the workflow with professional PDF reports and a DOM control center for follow-up.

• FastAPI coordinates specialized services for analysis and indexing.
• Supabase keeps case-file state, outputs, and operational control.
• The public landing runs on Cloudflare Pages; the app is served as a separate user-facing surface.

• Anchor case for the site: it shows a data product being built and operated, not just an analysis or dashboard.
• The phased design makes document analysis easier to explain and separates admissibility from regulatory review.
• The architecture turns a general document AI capability into a concrete vertical for architecture firms.

• DOMA landing
• DOMA app
• Vector Público