Saturn

Dual RAG + QRSPI

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Saturn

Dual RAG + QRSPI

Intelligent document analysis, powered by dual RAG and stage-gated workflows.

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Preview

Frontend Phase 1 scaffold

Dark application shell included

Ready for auth and API wiring next

Saturn frontend preview.

2026 build track.

Platform Surface

Four product layers, one operating model

The frontend is designed to expose the platform in clear layers: ingest, retrieve, evaluate, and coordinate.

01

Document RAG

Organize private corpora into project scopes, keep ingest status visible, and retrieve against source-backed content rather than opaque chat history.

Project-scoped uploads

Source-aware citations

Search and ingestion views

02

SEC Filing Analysis

Pair filings and XBRL concepts with semantic search so analyst workflows can move from narrative context into financial facts.

Filing mode filters

Structured XBRL query surfaces

Timeline-aware search results

03

QRSPI Pipeline

Stage-gated work keeps operators aligned on what is being asked, what evidence exists, and what amendments are needed before approval.

Explicit exit criteria

Artifacts per stage

Amendment loops and auditability

04

Team Collaboration

Orgs, teams, and project roles give the system enough structure to support real review workflows instead of isolated prompts.

Org and team structure

Role-aware project access

Shared operational context

responsive target

375px+

theme system

Light / Dark

layout foundation

App Router