The public site introduces the system plainly, while the product itself is built around evidence handling, stage progression, and shared review.
Saturn exists for teams that need internal documents, public filings, and structured financial data to live in one analysis workflow.
The platform assumes serious work needs stages, amendments, and explicit criteria rather than one-shot model output.
The UI biases toward clarity, provenance, and fast scanning, with visual structure that supports dense information over marketing gloss.
The frontend is planned against a REST API and wraps the platform in a Next.js application with route groups for public, auth, and app experiences.
The current frontend slice is intentionally infrastructure-heavy.
phase 1
Theme system, layouts, public pages, and app-shell routing.
next phases
Auth, proxy routes, orgs, projects, document ingestion, search, and pipeline visualizations all slot into this structure without replacing the presentation layer.