Iterra — Pre-Round — Dossier — StoryHouse Ventures

One-Liner & Thesis

Iterra compresses scientific research and review process from 6-18 months to weeks. There is $45B+ in scientific knowledge infrastructure — publishing, research intelligence, workflow tools — but the system remains fragmented.

Researchers wait months to years for feedback on their work. StoryHouse is evaluating the Pre-Round.

Open Questions & Risks

Unconventional founder (ex-quant trader, then five years as a professional chef) — focus and commitment unproven.
Still unclear this is “worth our time” after a single call; thesis and traction not yet validated.
a16z speed-round interest signals competition and potential pricing pressure.

Latest Meeting Notes

2026-05-28 Email update Brad pivoted; pushing for a follow-up call

Brad Heaton followed up after the first call, eager to walk through the post–free-tier / enterprise business model he didn't get to, and shared the deck he sent to PWV.

Next step: Get the next call on the books this week to hear the full model.
Materials: Shared the PWV deck plus the LK-99 paper output and head-to-head stats vs. the Stanford tool.
Note: Product still in progress; current outputs aren't final.

Source: Meeting Notes rec8sZNuOAWcXiqwy

2026-05-27 First call Ex-quant-turned-chef building a research-compression platform

Sourced via LinkedIn Sales Navigator cold outreach. Intriguing first call with a former quant trader and hedge-fund manager who spent five years as a professional chef.

Product: Platform to compress the scientific research and review process, built for his own fermentation-biology PhD search.
Signal: Recently applied to an a16z speed round; will send that deck.
Open question: Whether this is worth our time — needs another call to assess.

Source: Meeting Notes rec1wDdv9XBV73ab8

One-Liner & Thesis

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Open Questions & Risks

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