Pimsy LLM

Market Research

Preview

Investigation workflows that produce reviewable, cited memos.

Market research runs the general research pipeline with financial source priors, a valuation-aware synthesis step and mandatory disclosure of assumptions.

Memo structure#

  1. 1Question — the decision the memo informs, stated precisely.
  2. 2Position — the conclusion, with an explicit confidence level.
  3. 3Evidence — the facts, each cited and timestamped.
  4. 4Assumptions — every input that is estimated rather than observed.
  5. 5Counter-case — the strongest argument against the position.
  6. 6Disconfirming signals — what would change the conclusion.
  7. 7Limitations — data gaps, staleness, coverage boundaries.
ts
const memo = await pimsy.tasks.create({
  objective:
    class="tok-str">"Build a competitive memo on inference infrastructure providers: pricing, utilization economics, " +
    class="tok-str">"customer concentration and disclosed capacity commitments.",
  capabilities: [class="tok-str">"research.web", class="tok-str">"markets.fundamentals", class="tok-str">"markets.filings", class="tok-str">"code.execute"],
  completion: {
    criteria: [
      class="tok-str">"Every financial figure cites a filing with period and page",
      class="tok-str">"Assumptions are listed separately from observed facts",
      class="tok-str">"A counter-case section is present"
    ]
  }
});

Last updated 2026-09-10