AI in deal flow: what’s actually useful vs. not?

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April 17, 2026

by a searcher in Boston, MA, USA

What parts of your deal flow are genuinely improved by AI, and what still feels broken?
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Reply by a searcher
from University of California, Berkeley in Miami, FL, USA
@redacted‌ might be able to help? :)
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Reply by a searcher
from New York University in San Diego, CA, USA
There’s plenty of AI hype out there, but here’s the practical ways AI boosts deal flow: 1. Public database research. The Internet is filled with databases of info that were too big and disorganized for individual searchers to reasonably gather info from. AI does that day and easily. Huge unlock. 2. Personalized outreach. When doing cold outreach, AI can dynamically update each cold email, social media DM, or text message based on researching each individual target owner. 3. AI Workflows. Building automated workflows for gathering & enriching contract data and then performing meaningful amounts of outbound saves hours of manual work. And now with Claude Routines, you don’t need tools like n8n or Zapier. Those are just a few examples. There are plenty more.
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