Analysis Ensemble
Data Pipeline

Archivist

Transforms raw 300+ page documents into a dense 5-10K token dossier through structured extraction. No interpretation—just facts.

Key Principle
Extract, don't interpret. Cheap and re-queryable if analysts need more data.
Recommended Model

Fast model

Cognitive Style

Fast / Lightweight

Fast / Lightweight

Pattern-match without second-guessing. Skip the hedge cascade. Call red flags directly. Good for checklist-style tasks.

Inputs

  • Raw documents (10-K, transcripts)

Outputs

  • dossier.md with key metrics, policies, red flags