Manuel David of Paradigm Outreach: The College Dropout Building an AI for the Entire Sales Cycle

Most cold emails get a 1% reply rate and eat three hours of your day. Manuel David dropped out of Arizona State, moved to a San Francisco he'd never set foot in, and built Paradigm — an AI that runs the entire outbound cycle, from finding the lead to booking the meeting on your calendar.

On this episode of 18VC, we sit down with Manuel David, founder & CEO of Paradigm Outreach, on why the whole outbound system is broken (not your copy), the infrastructure moat that nobody wants to build, and why he wants the next foundation model to be as powerful as possible.

Highlights

• Why Paradigm deliberately rejects ~70% of signups at the door — and why he likes it that way
• The contrarian take that “sounding like AI” was never the real problem — it's who you target
• “Bring the best model out — all it does is make my product better”: his answer to the moat question every AI founder dreads
• The Apollo → Instantly → HubSpot slog he collapsed into one conversation with an agent named Parry
• Why he started as an email-infrastructure company and how that became the hardest moat to copy
• The line he refuses to cross: the AI will never take the meeting for you
• The word he'd use to describe himself that has nothing to do with what he's building