Sourcing Versus Decision Tools

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Alex Johnson, co-founder & CEO of Velvet, on vertical AI for venture capital

Interview
I don't even see Harmonic as competitive to myself either.
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This draws a clean line between sourcing software and decision software. Harmonic helps a venture firm find companies and track pipeline momentum, while Velvet is trying to become the place where decks, data rooms, CRM records, market research, and investment memos get pulled together into one working file for an actual go or no go decision. In that framing, Harmonic is an upstream input, not a substitute.

  • The workflow split is concrete. Harmonic positions itself as a startup discovery database that helps investors discover opportunities before competitors. Affinity does something similar inside CRM, mapping relationships, intros, and pipeline activity. Velvet sits after that step, ingesting those systems plus emails, pitch decks, spreadsheets, and legal docs to help analyze a company.
  • That is why integration matters more than displacement. Velvet already describes pulling in Crunchbase, PitchBook, and Affinity data, then layering memo generation, diligence, and decision support on top. The product goal is not to own the first signal on every startup, but to turn scattered source material into a structured investment case.
  • It also shows how venture software is unbundling. Older databases like Crunchbase increasingly function as broad data utilities. Newer tools win by owning one daily job really well, sourcing in Harmonic's case, relationship management in Affinity's case, and evaluation workflow in Velvet's case.

The category is likely to converge into a tighter stack where sourcing feeds directly into diligence, and diligence feeds directly into syndication and liquidity. The companies that become system anchors will be the ones that own a daily habit, then absorb adjacent workflows through integrations first and product expansion second.