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TransData · 2024

AI cold-outreach automation

Role: ML Engineer

Conversion 12% → 34% (+183%)
90% less manual qualification
2.3× deal closure

The problem

Manual lead qualification was slow and converted poorly.

The approach

  • Automated pipeline over Apollo lead data with custom ICP scoring and GPT-4 few-shot personalized emails, plus an admin dashboard with CRM integration.

The impact

  • Conversion 12% → 34% (+183%)
  • 90% less manual qualification
  • 2.3× deal closure

Stack

N8NGPT-4ReactMaterial-UICRM APIs

Want to see it working?

Run the live demo, or send an inquiry to talk about your version of this.