VC·A3Screening and evaluation·Jan 30, 2025

A year building a deck-screening agent for a top seed VC

Tom Walczak's team built an agent that opens forwarded decks and DocSend links, extracts team, sector and traction, enriches via Harmonic and grounded search, scores against the fund's criteria and syncs to the CRM. It also scans newly added startups in target sectors to start conversations early.

Sources

• S1tomwalczak.com ↗ · Firm or practitioner

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