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AI & AUTOMATION · 2026

AI LEAD GENERATION SYSTEM

A zero-touch pipeline that finds relevant opportunities, researches the client, writes personal outreach and manages follow-ups.

100%AUTOMATED PIPELINE
08FOLLOW-UP SEQUENCES
AIPERSONALIZATION
01 / THE CHALLENGE

WHY THIS
NEEDED TO EXIST.

Lead generation was fragmented across marketplace searches, spreadsheets and repetitive messages. The goal was to make the entire journey reliable without losing the human quality of personalized outreach.

02 / THE SYSTEM

FROM IDEA TO
PRODUCTION.

The system combines Apify collection, structured qualification rules, OpenAI personalization, Airtable orchestration and eight scheduled follow-up sequences. Each stage records its decisions, making the workflow observable and easy to improve.

03 / TECHNOLOGY
01OpenAI
02Python
03Apify
04Airtable
05n8n
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