// Hacker Noon · 4 February 2026

How I Built an AI VC Associate to Screen 3,000 Pitch Decks

A typical VC analyst reviews around 3,000 decks annually and invests in roughly 9. Average time spent per deck: 2-3 minutes (up to 10 if we include preliminary research) This means 99.7% of their time is “wasted” This isn’t a dealflow problem. The issue is triage throughput.

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