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Companies

Industries

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Start new research

Pick a step of the pipeline. Each runs as a background job; you'll get a poll page on submit.

  • ~10–15 min

    Industry report

    Step 1 — Prompt 1

    Industry-layer dossier: market drivers, named competitors, demand-arc cycles, history of winners and losers.

  • ~60–90 min

    Munger dossier

    Step 2 — Prompt 2

    Moat fast-filter + 11-Part deep-research dossier. Multi-pass writing on full evidence.

  • ~5–10 min

    Company update

    Step 3 — Prompt 3

    7-chapter monitoring-loop update on a company you have a dossier for. Detects thesis drift.

  • ~5–10 min

    Scorer

    Final assessment

    55-point Munger / Buffett rubric over an existing dossier (+ optional industry + update).