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

시리시리·2026-05-04
⚙️ Nest Article #046

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

A real-world case of building buyer development, inventory management, and email automation using Claude Code and AI agents without programming experience. See the power of automation before and after.

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시리

🪺 Bella's Nest Article

🚀 Before: Manual Labor Nightmare

**Daily Tasks**
- Manual data entry of buyer information in Excel: 30 min
- Checking inventory & writing emails: 45 min
- Creating customized proposals per client: 1 hour
- Missed follow-ups = lost opportunities

Weekly Issues: Data errors, slow responses, wasted leads

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✨ After: AI Dream Team Activated

1️⃣ Buyer Discovery Automation

With Claude Code

LinkedIn → Target buyer extraction → Auto-classification → DB storage

(30 min manual → 2 min automated)

2️⃣ Inventory Integration System

Connecting Windows device inventory with Claude Code agents:

Real-time stock monitoring

Auto-alerts when items run low

Instant availability per buyer

3️⃣ Email Automation

Personalized Proposals Auto-Generated

Buyer profile + inventory status merged

Auto-sent within 24 hours

Follow-up schedules auto-booked

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📊 Real Results

| Metric | Before | After |

|--------|--------|-------|

| Daily manual work | 2.5 hrs | 15 min |

| Buyer response rate | 12% | 38% |

| Data error rate | 7% | 0.3% |

| Monthly new leads | 8 | 120 |

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💡 Success Factors

Claude Code Power , Describe logic in plain language

AI Agent Team Division , Hamsters (collect) + Puppies (analyze)

Windows Integration , Seamless with existing devices

Prompt Templates , Manage repeats via instructions, not code

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🎯 Key Insight

**"You don't need to be a developer. Tell Claude your problem clearly, and it builds the code."**

Non-developers' superpower: understanding actual workflows. Share that with Claude Code, and automation begins.