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.

New front-end foundation

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

Intelligent document analysis, powered by dual RAG and stage-gated workflows. Saturn pairs a clean decision surface with a retrieval engine built for filings, internal documents, and collaborative review.

Join the waitlistSee the product surface

retrieval fabrics

2 lanes

QRSPI checkpoints

5 stages

operator workspace

1 shell

Live System Pattern

Signal map

latency / confidence
docsretrevalresp
Retrieval Graph

12 nodes

Stage Gates

Q > R > S > P > I

Active Corpus

SEC + Internal

Why Saturn

A research system that still feels operational

The interface stays text-forward and sober, but the underlying motifs make the platform legible: document flows, graph edges, and checkpoint states instead of decorative chrome.

Dual retrieval lanes

Blend internal corpora with regulated market disclosures without losing source attribution or query intent.

Stage-gated analysis

Move work through explicit QRSPI checkpoints so teams can inspect evidence, assumptions, and decisions before publishing.

Operator-friendly UI

A clean public site up front, then a dark workspace tuned for dense information, traceability, and flow control.

Data Viz Motif

Document flow as a first-class visual language

Saturn uses restrained motion and graph-inspired structure so dense information stays readable while still feeling alive.

01

Corpus intake

Project documents, SEC filings, and structured financial data are ingested into a shared operating graph.

02

Retrieval fusion

Semantic search, filters, and pipeline context work together so every answer keeps its evidence trail visible.

03

Decision workflow

QRSPI stages transform raw search hits into checkpoints, amendments, and team-ready outputs.

documents -> retrieval -> reasoning -> review -> publish
Phase 1 complete target

Public pages now, authenticated workflows next.

The marketing site and route infrastructure are in place so the next phases can focus on auth, data, and pipeline behavior.

Open app preview