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How a Non-Developer Built B2B Export Automation with Claude Code - Real Case Study

시리시리·2026-05-05
⚙️ Nest Article #052

How a Non-Developer Built B2B Export Automation with Claude Code - Real Case Study

Discover how Bella, a non-developer, built inventory management, buyer sourcing, and email automation using Claude Code and AI agents.

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🪺 Bella's Nest Article

📊 Inventory Management Automation: Before & After

Before (Manual Era)

Spent 2 hours daily updating Excel files manually on Windows device
Wrote and sent inventory emails to each buyer individually
Missed stock shortage alerts, losing trading opportunities

After (AI Automation)

Claude Code script execution

→ Auto-collects inventory data from Windows device

→ Real-time detection of shortage items

→ Sends Slack alerts to team members

→ Auto-generates replenishment emails

Results: 80% reduction in manual work, response time down from 24 hours to 30 minutes

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🎯 Buyer Sourcing Automation

Before

Manually entered business card data after trade shows (1 week turnaround)

Managed buyer profiles in Excel with significant duplicate entries

After

AI agent auto-classifies and organizes buyer information

Automation agent running on Mac mini monitors potential buyer websites regularly

Analyzes purchasing patterns → auto-generates matching buyer lists

Results: 90% reduction in sourcing time, 3x increase in new trading partners discovered

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📧 Email Automation

Before

Manually composed customized emails for each buyer (1-2 hours per batch)

Manually recorded follow-up dates in calendar

After

Claude Code generates email templates

→ Auto-integrates buyer information

→ AI analyzes optimal sending times

→ Auto-schedules follow-up tasks

Results: 85% reduction in email writing time, 40% improvement in open rates

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🤖 Operating Team: AI Dream Team

As a non-developer, built and operates the "Hamsters + Puppies" AI Dream Team, sharing automation expertise. Proving that small teams can operate as efficiently as large enterprises.

**Key Insight**: You don't need coding knowledge, Claude Code plus clear instructions are enough!